arxiv_id large_string | title large_string | category large_string | comp_alg_used list | comp_alg_mentioned list | math_alg list | physics_models list | skipped_reason null |
|---|---|---|---|---|---|---|---|
2401.00104 | Causal State Distillation for Explainable Reinforcement Learning | cs.LG cs.AI stat.ME | [
"Q-learning",
"R-Mask",
"GradCAM",
"Q-Mask"
] | [
"Inverse Reinforcement Learning (IRL)",
"saliency maps",
"Gaussian blur",
"counterfactual-based reward learning",
"LIME",
"Integrated Gradients",
"SHAP"
] | [
"information-theoretic measures",
"conditional entropy",
"Fourier transformation",
"cosine similarity",
"L2-norm fidelity loss",
"information loss maximization",
"do-operator",
"L1 penalty",
"Structural Causal Model (SCM)",
"mutual information"
] | [] | null |
2401.00105 | On Prism Cross-Dispersers -- Modelling \'Echelle Spectrograms | astro-ph.IM physics.ins-det physics.optics | [
"Snell's law vector form",
"QtYETI simulation package",
"Sellmeier equation"
] | [
"grating equation",
"trigonometric prism dispersion equation",
"auto-calibration algorithms"
] | [
"vector algebra",
"Snell's law in 3D",
"scalar products",
"geometric prism equation"
] | [
"Sellmeier equation for refractive index",
"Echelle spectrographs",
"refraction",
"Snell's law",
"diffraction grating"
] | null |
2401.00108 | Stochastic Optimization under Hidden Convexity | math.OC cs.CC | [
"Stochastic Subgradient Method",
"Projected Stochastic Gradient Descent (PSGD)",
"Projected SGD with Momentum (Heavy-ball)"
] | [
"cubic regularized Newton method",
"variance-reduced PG method",
"mini-batching",
"online mirror descent",
"normalized variance-reduced PG method",
"proximal point method",
"Nesterov's acceleration",
"Projected GD",
"Frank-Wolfe"
] | [
"hidden convexity modulus",
"Lipschitz continuity",
"Polyak-Łojasiewicz (PL) condition",
"weak convexity",
"Hadamard global inverse function theorem",
"convex reformulation",
"Moreau envelope",
"gradient domination",
"Young's inequality",
"Lyapunov functions",
"proximal mapping"
] | [
"System Level Synthesis",
"Linear Time-Varying System"
] | null |
2401.00109 | Parallel Two-Stage Approach for Joint Symbolic Approximation of Time Series | cs.DS cs.DB cs.DC cs.SC | [
"auto digitization",
"Vector Quantization (VQ)",
"Joint Symbolic Aggregate Approximation (JABBA)",
"Lloyd's algorithm",
"k-means++",
"Greedy Aggregation (GA)",
"sampling-based k-means"
] | [
"DBSCAN",
"ABBA",
"BIRCH",
"pSAX",
"SAX",
"CLIQUE",
"spectral clustering",
"HDBSCAN",
"cSAX",
"Brownian bridge modeling",
"PCA sorting",
"ESAX",
"1d-SAX",
"fABBA"
] | [
"sum of squared errors (SSE)",
"adjusted mutual information (AMI)",
"D2 weighting",
"mean squared error (MSE)",
"partitional compression",
"dynamic time warping (DTW)",
"Amdahl's law"
] | [] | null |
2401.00110 | Diffusion Model with Perceptual Loss | cs.CV cs.AI cs.LG | [
"Diffusion model training",
"Perceptual loss objective",
"Self-perceptual loss"
] | [
"MSE loss",
"low-temperature sampling",
"guidance methods"
] | [
"loss objective analysis"
] | [] | null |
2401.00057 | Generalization properties of contrastive world models | cs.LG cs.CV | [] | [] | [] | [] | null |
2401.00059 | Transmission of waves and particles through the interface: reversibility and coherence | cond-mat.other quant-ph | [] | [] | [
"Taylor series expansion",
"Chapman-Enskog method",
"Matrix inversion and diagonalization",
"Quantization (from classical to quantum)",
"Unitary transformations",
"Heisenberg representation"
] | [
"Quantum particles (phonons, electrons, photons)",
"Debye model",
"Nonequilibrium Greens function method",
"Fresnel formula",
"Snell's law",
"Landauer-Buttiker formula",
"Kapitza conductance",
"Classical wave equations",
"Boltzmann kinetic equation"
] | null |
2401.00060 | Assessing your Observatory's Impact: Best Practices in Establishing and Maintaining Observatory Bibliographies | astro-ph.IM cs.DL physics.soc-ph | [
"Machine learning (ML) for automated paper classification",
"APIs (ADS API, Crossref RestAPI) for searching and retrieving data",
"Text-mining software (for keyword searching)"
] | [] | [
"Keyword matching (string matching)",
"Bibliometric techniques (statistical analysis of publications)"
] | [] | null |
2401.00061 | Learning thermoacoustic interactions in combustors using a physics-informed neural network | physics.flu-dyn | [
"Physics-Informed Neural Network (PINN)",
"Adam optimizer",
"Self-adaptive weights for loss function",
"Chebyshev polynomials (for generating synthetic data, using Chebfun in Matlab)",
"Automatic differentiation"
] | [
"Conservative PINN (c-PINN)",
"Parareal PINN (PPINN)",
"Extended PINN (XPINN)"
] | [
"Gradient-based optimization",
"Min-max optimization (for training PINN)",
"Fourier filtering (for preprocessing experimental data)",
"Kernel density estimator (for probability density functions)"
] | [
"Navier-Stokes equation (mentioned in the context of deriving van der Pol)",
"Heaviside function (for temperature jump)",
"Acoustic wave equation (1D)",
"Van der Pol oscillator (for vortex shedding)",
"Rayleigh criteria (for thermoacoustic instability)"
] | null |
2401.00062 | Semantic Computing for Organizational Effectiveness: From Organization Theory to Practice through Semantics-Based Modelling | cs.AI | [
"First-order logic for formalization",
"Z3 SMT solver",
"OWL (Web Ontology Language) for ontology implementation",
"Python (for the decision support system)"
] | [] | [] | [] | null |
2401.00158 | ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph | cs.CL cs.AI | [
"parameter-efficient fine-tuning",
"Graph Neural Network (GNN)",
"subgraph-aware self-attention mechanism",
"adaptation tuning strategy"
] | [
"Pre-trained language model (PLM)"
] | [] | [] | null |
2401.00159 | Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs | eess.IV cs.CV | [
"Deep learning models (ResNet, VGG, DenseNet, VisionTransformer)",
"Adam optimizer",
"3D CNN with U-Net architecture",
"Monte-Carlo Dropout (MCdropout)",
"Cosine Annealing scheduler",
"Uniform Manifold Approximation and Projection (UMAP)"
] | [
"Convolutional Neural Networks (CNNs)"
] | [
"Focal loss",
"One-neighbor class accuracy (ONCA)",
"Exact class accuracy (ECA)",
"Mann-Whitney U-test",
"Standard Error of the Regression (SE)",
"Student's t-test",
"Pearson correlation coefficient",
"Bonferroni correction",
"Mean Absolute Error (MAE)",
"Balanced accuracy",
"Softmax function"
] | [] | null |
2401.00161 | DiffHybrid-UQ: Uncertainty Quantification for Differentiable Hybrid Neural Modeling | cs.LG cs.AI | [
"Stochastic Weight Averaging Gaussian (SWAG)",
"DeepEnsemble",
"Convolutional neural networks",
"Deep ensemble Bayesian learning",
"Runge-Kutta 4th-order method",
"Finite Difference Method (FDM)",
"Hamiltonian Monte Carlo (HMC)",
"Euler method",
"Bayesian Model Averaging (BMA)",
"Differentiable hy... | [
"Physics-Informed Neural Networks (PINN)",
"Neural operators",
"Stochastic gradient MCMC",
"Bayes by back-propagation",
"Snapshot ensemble",
"SeBayS",
"Variational inference",
"Equation discovery"
] | [
"Ordinary Differential Equations (ODEs)",
"Monte Carlo method",
"Law of total variance",
"Bayes' theorem",
"Partial Differential Equations (PDEs)",
"Negative log-likelihood"
] | [
"Hamiltonian systems",
"Solid mechanics",
"Fluid dynamics",
"Heat and mass transfer",
"Quantum mechanical systems",
"Reaction-diffusion system",
"Electromagnetic fields"
] | null |
2401.00162 | Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations | cs.LG | [
"Monte Carlo (MC) estimation",
"Self-Imitation Learning (SIL)",
"Proximal Policy Optimization (PPO)",
"GASIL",
"PPO+D",
"GASIfO",
"Temporal Difference (TD)",
"GAIfO",
"Deep Reinforcement Learning (DRL)",
"Policy Optimization with Smooth Guidance (POSG)"
] | [
"Learning from Demonstrations (LfD)",
"State Associative Learning",
"Counterfactual Credit Assignment (CCA)",
"Episodic Backward Update",
"LSTM network",
"Neural Episodic Control",
"Return decomposition",
"Transformers",
"Hindsight Credit Assignment (HCA)"
] | [
"Kullback-Leibler (KL) divergence",
"Jensen's inequality",
"Markov Decision Process (MDP)",
"Pinsker's inequality",
"Total Variational (TV) divergence",
"Value function",
"Maximum Mean Discrepancy (MMD)",
"Q-value function",
"Advantage function"
] | [] | null |
2401.00163 | A clean-label graph backdoor attack method in node classification task | cs.CR cs.LG | [
"UGBA",
"ChebNet",
"NFTA",
"Adam optimizer",
"ARMAConv",
"Graph Neural Networks (GNNs)",
"GraphSage",
"Cross-entropy loss"
] | [
"Low-similarity edge pruning"
] | [
"Attack accuracy after defense (DPA)",
"Clean accuracy (CA)",
"Clean accuracy drop (CAD)",
"Similarity threshold",
"Attack Success Rate (ASR)"
] | [] | null |
2401.00003 | Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning | physics.optics cs.LG | [
"Finite Element Method (FEM)",
"Wave analysis",
"Synthetic Minority Over-sampling Technique (SMOTE)",
"Bloch-wave analysis",
"Metropolis-Hastings algorithm",
"Markov Chain Monte Carlo (MCMC)",
"Random Forest",
"Kernel Density Estimation (KDE)"
] | [
"Decision Trees",
"Bayesian Optimization",
"Genetic Algorithm (GA)",
"conditional Generative Adversarial Networks (cGANs)",
"conditional Diffusion Models",
"conditional Variational Autoencoders (cVAEs)",
"Tandem Neural Network (T-NN)",
"Neural Networks",
"Surrogate Modeling",
"Deep Learning"
] | [
"Gini impurity",
"superposed sine function",
"likelihood estimation",
"squared exponential function",
"Bayes' theorem"
] | [
"Floquet-Bloch periodic boundary conditions",
"Negative refractive index",
"Electromagnetic wave propagation",
"Dispersion relations",
"Bandgaps",
"Elastic wave propagation",
"Optical metasurfaces",
"Acoustic metamaterials"
] | null |
2401.00006 | Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation | cs.AI | [
"goal-conditioned training",
"co-training",
"Reinforcement Learning",
"fine-tuning"
] | [] | [] | [] | null |
2401.00009 | Turing's Test, a Beautiful Thought Experiment | cs.AI cs.CY | [] | [
"Gödelian process (algorithm for generating Gödelian sentences)",
"heuristic chess algorithms",
"differential analyzer",
"memorizing machine",
"Turing machine",
"brute-force search (Deep Blue)",
"universal digital computing"
] | [
"Gödel's incompleteness theorems",
"stochastic processes",
"Gödelian process",
"probability theory",
"mathematical logic"
] | [] | null |
2401.00010 | Professional Network Matters: Connections Empower Person-Job Fit | cs.SI cs.LG | [
"attention mechanism",
"pre-training entity representations",
"Contextual Social Attention Graph Neural Network (CSAGNN)",
"Heterogeneous Graph Neural Network (GNN)"
] | [] | [
"attention mechanism",
"graph neural network algorithm"
] | [] | null |
2401.00011 | Learning of networked spreading models from noisy and incomplete data | cs.SI cs.LG | [
"belief propagation",
"Kullback-Leibler (KL) divergence minimization",
"SLICER",
"Dynamic Message Passing (DMP)",
"gradient descent",
"Lagrangian optimization",
"SLICER+"
] | [
"maximum likelihood estimation",
"dynamic belief propagation (DBP)",
"Monte-Carlo simulations"
] | [
"gradient descent",
"primal-dual equations",
"Lagrangian method",
"Dynamic Message Passing equations",
"Lagrange multipliers",
"Kullback-Leibler divergence",
"Belief Propagation"
] | [
"Independent Cascade (IC) model",
"epidemic spreading models",
"susceptible-infected-recovered (SIR) model"
] | null |
2401.00169 | Towards Abstract Wiener Model Spaces | math.PR | [
"Fast Fourier Transform (FFT)",
"Karhunen–Loève approximation",
"Piecewise linear approximation",
"Mollifier approximation"
] | [
"Renormalization group action",
"Aida–Kusuoka–Stroock (AKS) regularity",
"S-transform",
"Contraction principle",
"Freidlin–Wentzell strategy",
"Wiener–Ito chaos expansion",
"Stratonovich lift",
"Binomial theorem for Hermite polynomials",
"Ito lift"
] | [
"Schilder's Large Deviation Principle",
"Malliavin calculus",
"Abstract Wiener space construction",
"Proxy-restriction operator",
"Graded Wiener–Ito chaos",
"Hermite polynomial expansions",
"Homogeneous distance and dilation operators",
"Stroock–Varadhan support theorem",
"Fernique estimates",
"La... | [
"Rough path theory",
"Gaussian measures",
"Para-controlled calculus",
"Beta-fractional Brownian motion",
"Parabolic Anderson model (PAM)",
"Regularity structures",
"Phi^4_d-model",
"Space-time white noise",
"Polchinski flow",
"Brownian motion",
"Dirichlet Gaussian Free Field",
"gPAM (generaliz... | null |
2401.00170 | L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models | cs.CL cs.LG | [
"Bidirectional Long Short-Term Memory (BiLSTM)",
"Long Short-Term Memory (LSTM)",
"MahaALBERT",
"IndicBERT",
"BERT",
"Multilingual BERT (mBERT)",
"MahaBERT",
"Convolutional Neural Network (CNN)",
"MuRIL",
"IOB and non-IOB tagging schemes",
"Transformer models",
"XLM-RoBERTa",
"MahaROBERTa",
... | [
"ULMFiT",
"Named Entity Recognition (NER)",
"PyTorch",
"TensorFlow",
"Transfer learning",
"Fine-tuning",
"FastText word embeddings"
] | [
"Precision",
"F1 Score",
"Rmsprop optimizer",
"Recall",
"Softmax activation function",
"Accuracy",
"Relu activation function"
] | [] | null |
2401.00171 | Convergence Analysis of a Spectral Numerical Method for a Peridynamic Formulation of Richards' Equation | math.NA cs.NA | [
"Inverse discrete Chebyshev transform",
"Chebyshev spectral method",
"Forward Euler integrator",
"Discrete Chebyshev transform",
"Fast Fourier Transform (FFT)",
"Chebyshev–Gauss–Lobatto (CGL) collocation"
] | [
"Quadrature formulas",
"Finite element methods",
"Fourier spectral methods",
"Filtering strategy (for Gibbs' phenomenon)",
"Linear domain decomposition",
"Kirchhoff transform",
"Mesh-free methods",
"Volume penalization",
"Adaptive discretization"
] | [
"Weighted Sobolev space H^s_w",
"Lipschitz continuity",
"Cauchy–Schwarz inequality",
"Stability and compactness analysis",
"Aubin–Lions Lemma",
"Maximum principle for parabolic equations",
"Chebyshev polynomials of the first kind",
"Orthogonal projection operator"
] | [
"Richards' equation",
"Hydraulic conductivity function",
"Unsaturated soil water movement",
"Matric head",
"Peridynamic formulation of Richards' equation",
"Root uptake term",
"Darcy–Buckingham law",
"Van Genuchten–Mualem constitutive relations"
] | null |
2401.00172 | Propagation of Input Tail Uncertainty in Rare-Event Estimation: A Light versus Heavy Tail Dichotomy | math.ST math.PR stat.TH | [
"Pickands estimator",
"Moment estimator",
"Method-of-moments (MOM)",
"Bootstrap",
"Probability-weighted moments (PWM)",
"Hill estimator",
"Importance sampling",
"Conditional Monte Carlo",
"Tail index estimation",
"Monte Carlo computation",
"Peak-over-threshold method",
"Extreme value theory",
... | [
"Mean excess plotting",
"Gaussian distribution",
"Empirical distribution",
"Student's t-distribution",
"Weibull distribution",
"Log-normal distribution",
"Gamma distribution",
"Generalized Pareto distribution",
"Distributionally robust optimization",
"Quantile-quantile (QQ) plotting",
"Berry-Ess... | [
"Convex conjugate",
"Regularly varying tails",
"Large deviations principle",
"Slowly varying function",
"Logarithmic moment generating function",
"Edgeworth expansions",
"Karamata representation theorem",
"Legendre transform",
"Asymptotic analysis",
"Fréchet distribution"
] | [] | null |
2401.00174 | Spin current generation due to differential rotation | cond-mat.mes-hall hep-ph hep-th nucl-th | [
"Linear response theory",
"Fourier representation",
"Ladder vertex corrections",
"Born approximation",
"Nonequilibrium path-ordered Green's function formalism"
] | [
"Navier-Stokes equation"
] | [
"Fick's law",
"Green's function methods",
"Perturbation theory",
"Fourier transform"
] | [
"Spin pumping",
"Drude conductivity",
"Spin Seebeck effect",
"Zeeman effect",
"Spin Hall effect",
"Spin-vorticity coupling",
"Spin-rotation coupling",
"Taylor-Couette flow",
"Edelstein effect",
"Gyromagnetic effect",
"Barnett effect",
"Stern-Gerlach type effect",
"Dirac equation"
] | null |
2401.00175 | Addressing Trust Challenges in Blockchain Oracles Using Asymmetric Byzantine Quorums | cs.CR | [
"Mean Absolute Percentage Error (MAPE)",
"t-test",
"Mean Bias Deviation (MBD)",
"Percent Error (PE)",
"F1 Score",
"Root Mean Square Error (RMSE)",
"Longest-chain rule",
"Fault Tree Diagram (FTD)",
"Heuristic-based detection",
"Median Absolute Deviation (MAD)",
"R-squared (Coefficient of Determin... | [
"Reputation-based system",
"Voting-based system",
"Weighted scoring approach",
"Neighbor discovery algorithm",
"Game-theory",
"Adaptive Wide-Area REplication (AWARE)"
] | [
"Mean calculation",
"Statistical analysis",
"Threshold filtering",
"Median calculation"
] | [] | null |
2401.00176 | Fullerenes and Belyi functions | math.AG | [
"Affine substitution",
"Fractional-linear transformations",
"Differential trick",
"Stereographic projection",
"Schwarz's list calculation"
] | [
"Dense circle packing",
"Dense disks packing"
] | [
"Grünbaum and Motzkin realization",
"Belyi functions",
"Dessins d'enfants",
"Riemann existence theorem",
"Halphen's result",
"Fuchsian differential equations",
"Group theory (A5, D5, C5, D6)",
"Steinitz theorem",
"Polynomial factorization",
"Generalized Fermat equation",
"Euler's formula"
] | [] | null |
2401.00179 | Machine learning approaches to close the filtered two-fluid model for gas-solid flows: Models for subgrid drag force and solid phase stress | physics.flu-dyn | [
"Multi-Layer Perceptron (MLP)",
"Box (top-hat) filter",
"Artificial Neural Network (ANN)",
"Favre-averaging",
"Convolutional Neural Network (CNN)",
"Gradient boosting framework",
"Explicit filtering",
"Tensor Basis Neural Network (TBNN)"
] | [
"Large Eddy Simulation (LES)",
"CFD-DEM",
"Dynamic transport equations",
"Local-equilibrium approximation"
] | [
"Pope's tensor basis",
"Root Mean Squared Error (RMSE)",
"Galilean invariant tensor basis",
"Wen & Yu drag law",
"ReLU activation function",
"R-squared (Coefficient of Determination)",
"Mean Absolute Error (MAE)",
"Realizability conditions"
] | [
"Eddy-viscosity model",
"Energy Minimization Multi Scale (EMMS)",
"Filtered two-fluid model (fTFM)",
"Two-fluid model (TFM)",
"Subgrid-scale modeling",
"Smagorinsky model",
"Kinetic theory of granular flows",
"Drift velocity model"
] | null |
2401.00180 | Auxiliary Network-Enabled Attack Detection and Resilient Control of Islanded AC Microgrid | eess.SY cs.SY | [
"Cauchy–Schwarz inequality",
"Weyl's theorem",
"Simulink",
"LaSalle's invariance theorem",
"Laplacian matrix",
"Droop control",
"Kronecker product",
"Lyapunov function"
] | [
"Software-defined networking",
"State observers",
"Network slicing"
] | [
"Graph theory",
"Eigenvalue analysis",
"L2 gain",
"Stability analysis",
"Matrix norms"
] | [
"False data injection (FDI) attacks",
"Inverter-based DGs",
"AC microgrid"
] | null |
2401.00019 | Symbolic, numeric and quantum computation of Hartree-Fock equation | quant-ph physics.comp-ph | [
"STO-3G basis set integration",
"Gröbner basis computation",
"Standard self-consistent field method (reference computation)",
"Scaled Fast Walsh-Hadamard transform (SFWHT)",
"Qiskit AerSimulator",
"Quantum phase estimation (QPE)",
"Block encoding via FABLE",
"Fable Python package",
"Eigenvalue compu... | [
"Projective measurements for complex eigenvalue extraction",
"Molecular Algebraic Geometry",
"Time evolution using M⊗I + I⊗M",
"Retrieval of eigenvectors via inverse power method",
"Quantum RAM",
"Quantum filtering methods",
"QUBO model construction",
"F5 algorithm",
"Gaussian elimination (as part o... | [
"Expectation value computation",
"Taylor expansion",
"Quotient ring computation",
"Gaussian elimination",
"Eigenvalue problems",
"Matrix inversion",
"Gröbner bases",
"Transformation matrices",
"Division algorithm for polynomial reduction",
"Common eigenvectors of commuting matrices",
"S-polynomi... | [
"STO-3G basis set",
"Self-consistent field (SCF) method",
"Electronic structure computation",
"Born-Oppenheimer approximation (implicit)",
"Hartree-Fock model",
"Slater-Type Orbitals (STO)",
"Gaussian-Type Orbitals (GTO)",
"HeH⁺ molecule",
"Molecular integrals (overlap, kinetic, potential, electron ... | null |
2401.00020 | ShennongAlpha: an AI-driven sharing and collaboration platform for intelligent curation, acquisition, and translation of natural medicinal material knowledge | cs.AI cs.DB cs.IR | [
"Vector search with OpenAI text-embedding-3-small model",
"Large Language Model inference (Llama 2/3, GPT-3.5/4/4o, Gemini, Claude, ERNIE, Qwen)",
"Next.js web framework",
"Cosine similarity for vector comparison",
"Multilingual Markdown (MLMD) parsing and HTML rendering",
"Flask/FastAPI backend",
"Dock... | [
"OpenAI embedding model",
"Systematic Nomenclature algorithm (SNNMMA) - also used",
"Microservices architecture",
"Docker Compose",
"Standardized machine translation",
"Collaborative knowledge updating",
"Chat-based knowledge acquisition"
] | [
"Base-36 encoding for NMM ID",
"Tokenization",
"Inverted index",
"JSON data structure processing",
"Cosine similarity",
"Graph theory (DAG, nodes, edges, weights, out-degree)"
] | [] | null |
2401.00023 | CycleGAN Models for MRI Image Translation | eess.IV cs.LG | [
"PSNR, MAE, MSE calculation",
"Convolutional neural networks (CNN)",
"LeakyReLU activation",
"Binary cross-entropy loss",
"DCGAN (Deep Convolutional GAN)",
"CycleGAN (two generators, two discriminators, cycle consistency)",
"Instance normalization",
"Adversarial loss",
"Data augmentation (random fli... | [
"GAN (Generative Adversarial Network)",
"Paired image translation",
"Canonical Correlation Analysis",
"Mode collapse",
"Unpaired image translation",
"Data augmentation (general)",
"Conditional GAN"
] | [
"Cycle consistency loss (L1)",
"Adversarial loss function",
"Peak Signal-to-Noise Ratio (PSNR)",
"Binary cross-entropy",
"Probability distribution mapping",
"Mean Absolute Error (MAE)",
"Mean Squared Error (MSE)"
] | [
"Neuroimaging (brain images)",
"White matter organization evaluation",
"Magnetic Resonance Imaging (MRI)",
"Diffusion Tensor Imaging (DTI)",
"Field strength: 1.5 Tesla, 3 Tesla"
] | null |
2401.00025 | Any-point Trajectory Modeling for Policy Learning | cs.RO cs.CV | [
"Visuomotor policy learning",
"Cross-morphology transfer",
"Any-point Trajectory Modeling (ATM) framework",
"Transfer learning from human videos",
"Pre-training of trajectory model"
] | [
"Video pre-training baselines",
"Transfer learning"
] | [
"Trajectory prediction of arbitrary points"
] | [] | null |
2401.00027 | Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring | cs.CV | [
"Learnable Wavelet Transform Node (LWN) using group convolution",
"AdamW optimizer",
"Encoder-Decoder architecture (SEB, WFB, WHB)",
"Perfect reconstruction constraint (aliasing cancellation condition)",
"2D discrete wavelet transform (2D-DWT) as learnable convolution",
"Multi-scale loss (PSNR loss at eac... | [
"Restormer",
"FFTformer",
"SDWNet",
"MSSNet",
"FFTformer (Fourier transform)",
"Domain-based self-attention solver (Kong et al.)",
"Discrete Fourier Transform (DFT)",
"SFNet",
"MPRNet",
"Uformer-B",
"MSDI-Net",
"MIMO (multiple-input multiple-output) architecture",
"NAFNet",
"GRL-B",
"Dee... | [
"AdamW optimizer",
"Cosine annealing schedule",
"PSNR loss",
"Mean square error (MSE) for wavelet loss",
"Depth-wise convolution",
"Multi-scale loss weights (1/k)",
"Aliasing cancellation condition",
"Discrete Wavelet Transform (DWT)",
"Perfect reconstruction condition",
"Z-transform for filter de... | [] | null |
2401.09573 | Application of the Schwinger Oscillator Construct of Angular Momentum to an Interpretation of the Superconducting Transmon Qubit | quant-ph cond-mat.supr-con | [
"Runge-Kutta numerical method"
] | [] | [
"Rayleigh-Schrödinger time-independent perturbation theory",
"Duffing approximation",
"Bloch equation",
"rotating-wave approximation",
"canonical transformation",
"second-order perturbation theory",
"interaction picture",
"Lindblad master equation"
] | [
"Lindblad master equation",
"Bloch equation",
"Jaynes-Cummings model",
"superconducting charge qubits",
"nuclear isospin",
"superconducting transmon qubit",
"Schwinger oscillator construct of angular momentum",
"Duffing oscillator",
"circuit quantum electrodynamics (cQED)",
"angular momentum"
] | null |
2401.09574 | Towards Scalable and Robust Model Versioning | cs.LG cs.CR | [
"GAN (Generative Adversarial Network)",
"Projected Gradient Descent (PGD) attack",
"Ensemble attack (Tramèr et al.)",
"Adam optimizer",
"SGD optimizer",
"Elastic-net Attack (EAD)",
"Greedy search method",
"Adversarial training",
"Hidden training algorithm",
"TRS (ensemble training method)",
"Car... | [] | [
"convex hull distance",
"transferability ratio",
"binomial probability distribution",
"feature scaling (multiplier m)",
"compound transferability formula",
"attackable region area calculation",
"geometric bisector derivation",
"one-sided confidence intervals",
"Linear SVM decision boundary calculati... | [] | null |
2401.09575 | Zero Trust Implementation in the Emerging Technologies Era: Survey | cs.CR | [] | [
"Affinity Propagation (AP)",
"Shor's algorithm",
"Self Organizing Map (SOM)",
"AutoEncoders (AE)",
"Grover's algorithm",
"Quantum Fourier transform",
"Bidirectional Encoder Representations from Transformers (BERT)",
"Hierarchical clustering",
"Density-Based Spatial Clustering of Applications with No... | [
"Chaos theory"
] | [] | null |
2401.09578 | Multiplexed quantum repeaters based on single-photon interference with mild stabilization | quant-ph | [] | [] | [
"probability analysis",
"normal distribution",
"expected value calculation",
"entanglement rate derivation",
"fidelity calculation",
"binomial distribution"
] | [
"Atomic Frequency Comb (AFC)",
"frequency mode mapper",
"Pr:YSO crystal",
"two-photon source",
"quantum repeater",
"multimode quantum memory",
"cavity-enhanced SPDC (cSPDC)",
"type-2 fusion gate",
"spontaneous parametric down-conversion (SPDC)",
"quantum internet",
"quantum key distribution",
... | null |
2401.09580 | Lepton flavor violation by two units | hep-ph hep-ex | [] | [] | [
"loop calculations",
"confidence intervals",
"effective field theory",
"lepton flavor universality ratios",
"operator mixing",
"renormalization group equations",
"Weinberg operator",
"Michel spectrum",
"branching ratio calculations",
"dimension-six operator analysis"
] | [
"muonium–antimuonium conversion",
"dimension-six operators",
"muon collider",
"lepton flavor triality Z3",
"Z factory",
"neutrinoless double beta decay",
"lepton flavor universality",
"A4 discrete symmetry",
"Standard Model Effective Field Theory (SMEFT)",
"μTRISTAN",
"Weinberg operator",
"Bel... | null |
2401.09654 | User Study: Comparison of Picture Passwords and Current Login Approaches | cs.HC | [] | [] | [] | [] | null |
2401.09656 | Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks | cs.LG cs.AI cs.DC | [
"Convolutional Neural Network (CNN) training",
"Mobility-aware Hierarchical Federated Averaging (Mob-HierFAVG)",
"Stochastic Gradient Descent (SGD)"
] | [
"Multi-task learning",
"Federated Learning (FL)",
"Personalized learning",
"Kullback-Leibler (KL) divergence",
"Earth Mover's Distance (EMD)",
"Clustering",
"Softmax layer",
"Cosine similarity",
"Cross-entropy loss"
] | [
"Probability difference bounding",
"Earth Mover's Distance",
"Manhattan model",
"Cosine similarity",
"Convergence bound derivation",
"Cross-entropy loss function",
"Markov chain mobility model",
"Kullback-Leibler divergence",
"Eigenvalue analysis of circulant matrix"
] | [] | null |
2401.09658 | An adaptive optimal control approach to monocular depth observability maximization | eess.SY cs.SY | [
"Hamilton-Jacobi-Bellman (HJB) equation",
"Linear Quadratic Regulator (LQR)",
"Integral Concurrent Learning (ICL) observer",
"Lyapunov stability analysis"
] | [
"Extended Kalman Filter (EKF)",
"Simultaneous Localization and Mapping (SLAM)",
"Essential decomposition",
"Persistence of Excitation (PE)",
"Extended Output Jacobian (EOJ)",
"Concurrent Learning (CL)",
"Planar homography decomposition"
] | [
"Quaternion parametrization",
"Hamilton-Jacobi-Bellman equation",
"Input-to-state stability",
"Dot product",
"Cross product",
"Lyapunov function",
"Exponential stability analysis",
"Infinite horizon optimal regulation",
"Optimal control"
] | [] | null |
2401.09659 | Borel Determinacy: A Streamlined Proof | math.LO | [] | [] | [
"Strategy map",
"Position map",
"Lifting property",
"Inverse limit construction",
"Borel determinacy proof",
"Game tree with taboos",
"k-covering",
"Induction on countable ordinals",
"Borel hierarchy"
] | [] | null |
2401.09662 | On keen bridge splittings of links | math.GT | [] | [] | [
"Heegaard splitting",
"Arc-and-curve complex",
"Bridge splitting",
"Farey graph",
"Disk complex",
"Subsurface projection",
"2-bridge link",
"Geodesic path",
"Rational tangle",
"Hempel distance",
"Curve complex",
"Strongly keenness",
"Continued fraction expansion",
"Keenness"
] | [] | null |
2401.09230 | Computing Multiple Local Minimizers for the Topology Optimization of Bipolar Plates in Electrolysis Cells | math.OC | [
"implicit Euler discretization",
"level-set method",
"deflation algorithm (penalty method)",
"FEniCS finite element solver",
"gradient-based optimization algorithm",
"projection method for volume constraint",
"Moreau-Yosida regularization",
"cashocs adjoint computation",
"Taylor-Hood finite elements... | [
"density based topology optimization",
"quasi-Newton methods for topology optimization"
] | [
"topological derivative",
"level-set method",
"generalized topological derivative",
"projection method",
"adjoint method (continuous adjoint approach)",
"Moreau-Yosida regularization",
"implicit Euler method",
"penalty method"
] | [
"Borvall-Petersson model (Stokes with inverse permeability)",
"Stokes equation",
"heat equation for smoothing"
] | null |
2401.09232 | Dynamic Relation Transformer for Contextual Text Block Detection | cs.CV | [
"binary cross-entropy loss",
"softmax cross-entropy loss",
"dynamic graph structure refinement",
"DQ-DETR",
"focal loss",
"warmup strategy",
"GIoU loss",
"Dynamic Relation Transformer (DRFormer)",
"dual interactive transformer decoder",
"Adam optimizer",
"L1 loss",
"ResNet-50",
"IoU evaluati... | [
"SOLOv2",
"Mask R-CNN",
"graph attention network (GAT)",
"YOLOv5",
"CUTE",
"Faster R-CNN",
"graph convolutional network (GCN)",
"Deformable DETR",
"multi-modal transformer",
"multi-head self-attention",
"ROIAlign",
"Cascade R-CNN",
"LINK-R101"
] | [
"Global Accuracy metric",
"graph generation",
"Local Continuity metric",
"BLEU-inspired n-gram precision score",
"Local Accuracy metric"
] | [] | null |
2401.09234 | SARRIGUREN: a polynomial-time complete algorithm for random $k$-SAT with relatively dense clauses | cs.DS cs.CC | [
"pattern intersection method",
"inclusion-exclusion principle",
"clause counting algorithm",
"SARRIGUREN-SOL",
"SARRIGUREN-SOL-LITS",
"SARRIGUREN algorithm"
] | [
"Davis-Putnam algorithm",
"O(1.307^n) algorithm for Unique 3-SAT",
"DPLL",
"O((2-2/(k+1))^n) algorithm",
"Survey Propagation",
"O(1.473^n) algorithm for 3-SAT",
"Stalmarck's algorithm",
"deterministic local search algorithm for k-SAT"
] | [
"combinatorial counting",
"probability analysis of overlapping clauses",
"inclusion-exclusion principle",
"complexity analysis",
"pattern intersection (merge of sorted clauses)"
] | [] | null |
2401.09235 | A Characterization Theorem for Equivariant Networks with Point-wise Activations | cs.LG cs.AI | [] | [
"PointNet",
"disentangled steerable CNNs",
"norm nonlinearities",
"squashing nonlinearities",
"Group Representation Networks",
"DeepSet",
"G-Steerable CNNs",
"gated nonlinearities",
"rotation-equivariant CNNs",
"tensor product nonlinearities",
"geometric IGNs",
"Invariant Graph Networks (IGNs)... | [
"Schur's Lemma",
"topological group theory",
"matrix group theory",
"representation theory",
"T-multiplicative functions",
"irreducible decomposition",
"stabilization lemma",
"multiplicative subgroups classification",
"group theory"
] | [] | null |
2401.09237 | Classification and Reconstruction Processes in Deep Predictive Coding Networks: Antagonists or Allies? | cs.LG | [
"mean squared error (MSE) loss",
"fully connected CRE",
"ViT-based CRE",
"backpropagation",
"CNN-based CRE",
"Adam optimizer",
"masking technique v1 (reconstruct masked patches only)",
"masking technique v2 (reconstruct full image)",
"cross-entropy (CE) loss",
"random projections",
"principal co... | [
"backpropagation through time",
"BERT",
"gradient descent on energy function",
"predictive coding networks (PCNs)",
"deep predictive coding networks (DPCNs)",
"convolutional LSTM",
"He et al. ViT autoencoder",
"GPT",
"PredNet"
] | [
"energy function minimization (squared prediction error)",
"random projections",
"gradient descent",
"principal component analysis (PCA)"
] | [] | null |
2401.09677 | Eye Motion Matters for 3D Face Reconstruction | cs.CV | [
"spherical harmonic lighting model",
"flexible landmarks adjustment rule",
"eye state detector (ResNet-50)",
"Local Dynamic Loss (LDL)",
"hybrid loss (photo loss, landmark loss, perceptual loss)",
"Adam optimizer",
"PyTorch",
"ResNet-50",
"3D Morphable Model (3DMM)",
"perspective camera model",
... | [
"3DMM-CNN",
"MICA",
"MoFA (deep convolutional auto-encoder)",
"Arcface",
"Deep3DFaceRecon",
"UMDFA",
"PRNet",
"SPECTRE",
"EMOCA",
"DECA"
] | [
"L2 loss",
"weighted relative distance formula",
"landmark adjustment rule equation",
"perspective projection",
"L1 loss",
"cosine distance",
"spherical harmonics",
"PCA"
] | [] | null |
2401.09678 | Integrating Graceful Degradation and Recovery through Requirement-driven Adaptation | cs.SE cs.FL cs.LO cs.SY eess.SY | [
"ArduSub simulator",
"environmental model (dynamics, thruster estimation, coordinates)",
"Gazebo",
"ROS2",
"model predictive control (MPC)",
"Mixed-Integer Linear Programming (MILP)",
"MiniZinc modeling language",
"Signal Temporal Logic (STL)",
"runtime adaptation framework"
] | [
"Linear Temporal Logic (LTL)",
"Probabilistic Computation Tree Logic (PCTL)",
"TOMASys"
] | [
"model predictive control",
"STL (temporal logic)",
"physical dynamics equations",
"MILP (mixed-integer linear programming)",
"robustness metric"
] | [] | null |
2401.09679 | The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling study | q-bio.PE physics.soc-ph | [
"model fitting to epidemiological data",
"antiviral effect model",
"waning immunity model",
"approximate Bayesian computation (ABC) rejection algorithm",
"counterfactual scenario simulation",
"age-structured compartment-based model",
"vaccination rollout modeling"
] | [
"Ministry of Health data",
"Pfizer vaccine effectiveness parameters",
"StatsNZ life tables"
] | [
"contact rate modeling",
"years of life lost (YLL) calculation",
"statistical fitting",
"compartment model (differential equations)",
"ABC (approximate Bayesian computation)",
"infection-hospitalisation ratio"
] | [] | null |
2401.09680 | Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach | cs.AI cs.GT | [
"Proximal Policy Optimization (PPO)",
"structured pruning",
"backward induction",
"Stackelberg game",
"Structural Similarity Measure (SSIM)",
"Nash equilibrium analysis",
"Markov Decision Process (MDP)",
"actor-critic network",
"Karush-Kuhn-Tucker (KKT) conditions",
"multi-leader multi-follower ga... | [
"6G",
"IoT",
"greedy algorithm",
"random algorithm",
"Digital Twin",
"blockchain",
"cloud computing",
"AI",
"auction mechanism",
"coalition game",
"XR",
"traditional DRL"
] | [
"Stackelberg game theory",
"backward induction",
"KKT conditions",
"SSIM formula",
"utility function optimization",
"logarithmic function for satisfaction",
"Lagrangian multiplier",
"Nash equilibrium",
"convex optimization",
"Weber-Fechner's Law"
] | [] | null |
2401.09681 | Harnessing Density Ratios for Online Reinforcement Learning | cs.LG stat.ML | [
"HtO (hybrid-to-offline reduction)",
"Fitted Q-Iteration (FQI)",
"GLOW algorithm",
"MDP",
"function approximation",
"HyGLOW algorithm",
"coverability",
"density ratio clipping",
"Bellman completeness",
"Model-Based Maximum Likelihood Estimation (MLE)",
"optimism in face of uncertainty",
"CR-MA... | [
"BiLin-UCB",
"Olive",
"MABO",
"PRO-RL",
"Golf",
"Block MDPs",
"Hy-Q",
"low-rank MDPs",
"tabular MDPs",
"linear MDPs"
] | [
"regret bounds",
"Freedman's inequality",
"sample complexity analysis",
"Bellman error",
"least squares regression",
"importance sampling",
"elliptical potential lemma",
"density ratio realizability",
"maximum likelihood estimation",
"mixture of policies",
"clipped concentrability coefficient",
... | [] | null |
2401.09688 | Controlling atom-photon bound states in a coupled resonator array with a two-level quantum emitter | quant-ph | [] | [] | [
"Fourier transform"
] | [
"tight-binding model",
"harmonic oscillator mode",
"two-level quantum emitter",
"coupled-resonator array",
"atom-photon bound state",
"quantum phase transition"
] | null |
2401.09690 | Third-order exceptional line in a nitrogen-vacancy spin system | quant-ph | [
"Monte Carlo method"
] | [] | [
"resultant calculation",
"fidelity metric",
"dilation method"
] | [
"third-order exceptional line (EL)",
"pseudo-chirality",
"spin-1 operators",
"nitrogen-vacancy center spin system",
"non-Hermitian Hamiltonian",
"PT symmetry",
"exceptional point (EP)"
] | null |
2401.09691 | Imitation Learning Inputting Image Feature to Each Layer of Neural Network | cs.RO cs.AI cs.LG | [
"gradient visualization",
"mean squared error (MSE) loss",
"Long Short-Term Memory (LSTM)",
"spatial softmax",
"backpropagation",
"rectified linear unit (ReLU)",
"Adam optimizer",
"Convolutional Neural Network (CNN)",
"attribution matrix",
"multi-layer perceptron (MLP)"
] | [
"4-channel bilateral control",
"Transformer",
"position and force hybrid controller"
] | [
"chain rule",
"Jacobean matrix"
] | [] | null |
2401.09693 | EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile | cs.IR cs.LG | [
"Graph Neural Network (GNN)",
"embedding layer",
"sigmoid activation",
"triplet contrastive learning",
"attention mechanism",
"soft clustering"
] | [
"DBSCAN",
"GC-MC",
"online learning",
"matrix factorization",
"BiVAE",
"distributed stochastic gradient descent solver",
"BERT",
"parallel matrix factorization",
"VASP",
"S^3-Rec",
"PinSage",
"Alternating least squares (ALS)",
"GraphSAGE",
"Kmeans"
] | [] | [] | null |
2401.09694 | A Multi-Area Architecture for Real-Time Feedback-Based Optimization of Distribution Grids | eess.SY cs.SY | [
"Feedback-based optimization",
"Euclidean projection",
"OpenDSS",
"MATLAB",
"Projected gradient descent (primal-dual)"
] | [
"Lyapunov Optimization-Based Online Distributed (LOOD)",
"Second-Order Cone Programming (SOCP)",
"Integral MPC (IMPC)",
"Linear Programming (LP)",
"Distribution Optimal Power Flow (DOPF)",
"Model Predictive Control (MPC)",
"Backward/Forward Sweep DOPF",
"Alternating Direction Method of Multipliers (AD... | [
"Lagrangian regularization",
"dual gradient ascent",
"generalized Nash equilibrium",
"convex conjugate",
"Lyapunov stability analysis"
] | [
"distribution network",
"power flow equations",
"voltage and current constraints",
"active distribution network (ADN)",
"inverter-based resources (IBR)",
"distributed energy resources (DER)"
] | null |
2401.09782 | The effects of detuning on entropic uncertainty bound and quantum correlations in dissipative environment | quant-ph | [
"Quantum dynamical map",
"Operator-sum representation",
"Shannon entropy",
"Mutual information",
"Quantum discord calculation",
"Holevo quantity",
"Laplace transforms",
"Kraus operators",
"Von Neumann entropy",
"Concurrence calculation",
"Master equation for open quantum systems",
"Schrödinger... | [] | [
"Integro-differential equations",
"Conditional entropy",
"Logarithmic inequalities",
"Exponential decay functions",
"Hyperbolic functions",
"Lorentzian spectral density"
] | [
"Two-level atom in high-Q cavity",
"Markovian evolution",
"Open quantum systems",
"Lindblad-type master equation",
"Lorentzian spectral density with detuning",
"Quantum memory",
"Dissipative environment",
"Hamiltonian dynamics",
"Quantum entanglement",
"Non-Markovian evolution"
] | null |
2401.09783 | Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning | cs.CL | [
"Cosine distance metric",
"k-Nearest Neighbors (kNN)",
"Logit probability extraction",
"GPT-2 model inference",
"Majority vote classification"
] | [
"PROCA",
"Gaussian Mixture Model (GMM)",
"Domain-Context Calibration",
"KNN-C",
"kNN-prompting",
"Zero-shot learning",
"Contextual Calibration",
"In-Context Learning (ICL)"
] | [
"Manhattan distance",
"Chebyshev distance",
"Euclidean distance",
"Softmax function",
"Probability output transformation"
] | [] | null |
2401.09785 | Instant Answering in E-Commerce Buyer-Seller Messaging using Message-to-Question Reformulation | cs.CL | [
"Question classifier",
"BLEU metric",
"FLAN-T5",
"Sequence-to-sequence models",
"ROUGE metric",
"T5",
"Extractive sentence selection"
] | [
"FLAN-XXL",
"Vicuna",
"Federated QA system",
"Answer retrieval systems"
] | [
"Confidence scoring",
"Accuracy measurement",
"Statistical significance testing"
] | [] | null |
2401.09786 | Adaptive Self-training Framework for Fine-grained Scene Graph Generation | cs.CV cs.AI | [
"Pseudo-labeling",
"Reweighting",
"Class-specific Adaptive Thresholding with Momentum (CATM)",
"Self-training framework",
"Resampling",
"Exponential Moving Average (EMA)",
"Faster R-CNN",
"BGNN",
"HetSGG",
"Message-Passing Neural Network (MPNN)",
"Cross-entropy loss",
"Graph Structure Learner ... | [
"Relformer",
"Motif",
"DLFE",
"NICE",
"IMP",
"PE-Net",
"IE-Trans",
"I-Trans",
"graph_rcnn",
"GBNet",
"FixMatch",
"DT2-ACBS",
"gps_net",
"KERN",
"TDE",
"VCTree",
"PCPL"
] | [
"Momentum-based updates",
"Confidence-based filtering",
"Reverse imbalance ratio",
"Imbalance ratio",
"Class-specific adaptive threshold"
] | [] | null |
2401.09787 | Querying Easily Flip-flopped Samples for Deep Active Learning | cs.LG cs.AI stat.ML | [
"Cosine distance for feature embedding",
"EXP3-inspired weighting",
"Least Disagree Metric (LDM)",
"LDM-Seeding algorithm",
"k-means++ seeding",
"Monte Carlo sampling",
"Active learning batch sampling",
"Diversity-weighted sampling",
"Gaussian perturbation",
"Stochastic Gradient Descent (SGD)"
] | [
"BADGE",
"BAIT",
"Query-by-Committee",
"Coreset",
"ENS",
"ProbCov",
"Margin-based sampling",
"Entropy-based uncertainty sampling",
"MC-dropout",
"Cluster-Margin",
"DBAL",
"FASS",
"Fisher Information",
"BALD",
"BatchBALD"
] | [
"He normal initialization",
"Probability convergence",
"Massart's Lemma",
"Spearman's rank correlation",
"Paired t-test",
"Asymptotic consistency proof",
"Indicator function",
"Box-Muller transform",
"Disagree metric",
"Ky-Fan metric",
"Rank correlation",
"Dolan-Moré plot",
"Empirical Radema... | [] | null |
2401.09724 | Predicting Viral Rumors and Vulnerable Users for Infodemic Surveillance | cs.SI cs.CL | [
"MLP classifiers",
"t-SNE (visualization)",
"Random Search (hyper-parameter tuning)",
"Sum pooling for graph representation",
"Cross-attention mechanism",
"Adam optimizer",
"DiffPool (hierarchical graph pooling)",
"BERT-based encoder (frozen pre-trained)",
"GraphSAGE (inductive GNN)",
"Community-e... | [
"CLUE",
"Bi-GCN",
"GIN",
"Hawkes process",
"gPool",
"Us-DeFake",
"DeepHawkes",
"UPFD",
"RoBERTa",
"LING-GAT",
"EdgePool",
"SAGPoo",
"GraphRfi",
"Stochastic gradient descent",
"PinnerFormer",
"DeepBlue",
"GAT",
"Neural random forest",
"GCN",
"Reinforced Poisson process",
"CasS... | [
"Softmax",
"Contrastive loss: L = x_u^T x_pos - x_u^T x_neg",
"Gradient normalization (Gradnorm)",
"Mean Squared Logarithmic Error (MSLE)",
"Random walk",
"Cross-entropy loss",
"Dot-product attention scaled by sqrt(d)",
"Logarithm of virality (log2)",
"Meta-learning inner-outer loop",
"Normalized ... | [] | null |
2401.09725 | Enhancing Image-Text Matching with Adaptive Feature Aggregation | cs.IR cs.MM | [
"Feature aggregation module (random shuffle, split, similarity, top-k, average, concatenate)",
"ResNet-101 (pre-trained on ImageNet and Visual Genome)",
"Triplet ranking loss with harder negative samples (mixup)",
"Dimension-wise feature selection (MAX_dim)",
"Cosine similarity",
"Recall at K (R@K) metric... | [
"Intra-modal constraint network",
"Cross-modal attention",
"Region of Interest (ROI)",
"Stacked cross-modal attention",
"Graph reasoning",
"Vision-language contrastive learning loss",
"Data augmentation (size augmentation)"
] | [
"rSum",
"Recall at K",
"Max operation (dimension-wise selection)",
"Cosine similarity",
"Mixup (Beta distribution)",
"Triplet ranking loss"
] | [] | null |
2401.09727 | Lateral Phishing With Large Language Models: A Large Organization Comparative Study | cs.CR cs.CL | [] | [] | [] | [] | null |
2401.09728 | Offline Imitation Learning by Controlling the Effective Planning Horizon | cs.LG | [
"Policy extraction via weighted log-likelihood",
"Inverse Geometric Initial state sampling (IGI)",
"MuJoCo environments (HalfCheetah-v2, Hopper-v2, Walker2d-v2, Ant-v2)",
"Discriminator training (expert vs suboptimal)",
"Bellman flow constraints",
"D4RL datasets",
"Lagrangian duality",
"Gradient desce... | [
"f-divergence minimization",
"Model-based pessimism",
"Compounding error",
"Covariate shift",
"Explicit regularizers",
"GAN-like discriminators",
"Online IL algorithms with visitation matching"
] | [
"f-divergence",
"Importance sampling weights",
"Exponential family for zeta",
"Bellman flow constraints",
"KL-divergence",
"Lagrangian multipliers",
"Total variation distance",
"Geometric distribution",
"Error bound analysis (Theorem 1)",
"Softmax for policy extraction"
] | [] | null |
2401.09730 | Polynomial growth and functional calculus in algebras of integrable cross-sections | math.FA math.OA | [] | [] | [
"Holder's inequality",
"*-regular",
"Dixmier-Baillet theorem (functional calculus)",
"Gelfand transform",
"Minimal unitization",
"Jacobson topology",
"Spectral radius preserving",
"Wiener property",
"Bochner integral",
"Twisted convolution algebra",
"Quasi-symmetry",
"Hull-kernel topology",
... | [] | null |
2401.09775 | Controllable Decontextualization of Yes/No Question and Answers into Factual Statements | cs.CL | [
"BLEU",
"F1-BertScore",
"GPT-2",
"Constraint Extraction Algorithm",
"soft mention flag matrix",
"COLD decoding",
"mention flags (MF)",
"cosine similarity",
"constrained beam search (CBS)",
"ROUGE",
"constituency parsing",
"sequence-to-sequence model",
"T5 Transformer"
] | [] | [
"softmax",
"cosine similarity"
] | [] | null |
2401.09776 | Gauss curvature type flow and Alexandrov-Fenchel inequalities in the hyperbolic space | math.DG | [] | [] | [] | [] | null |
2401.09777 | Injectivity radius lower bound of convex sum of tame Riemannian metrics and applications to symplectic topology | math.DG math.SG | [] | [] | [] | [] | null |
2401.09779 | Breaking bubbles across multiple timescales in turbulence | physics.flu-dyn | [] | [] | [] | [
"Weber number",
"Reynolds number",
"turbulence"
] | null |
2401.09781 | Higher-Point Gauge-Theory Couplings of Massive Spin-2 States in 4-Dimensional String Theories | hep-th | [
"BCFW recursion",
"Parker-Taylor formula",
"spinor helicity formalism",
"Berends-Giele recursion",
"KLT relation",
"double copy"
] | [
"Feynman diagrammatic approach"
] | [
"momentum conservation",
"Schouten identity",
"Fierz identities",
"spinor helicity formalism",
"polar decomposition",
"Mandelstam variables"
] | [
"type-I superstring",
"Yang-Mills",
"massive spin-2 field",
"twisted heterotic string",
"string theory"
] | null |
2401.09795 | A Comparative Analysis on Metaheuristic Algorithms Based Vision Transformer Model for Early Detection of Alzheimer's Disease | cs.NE cs.AI | [
"Genetic Algorithm",
"Particle Swarm Optimization",
"Differential Evolution",
"Ant Colony Optimization",
"Vision Transformer"
] | [
"Bayesian Optimization",
"Random Search",
"Statistical Parametric Mapping (SPM12)",
"Convolutional Neural Network",
"Grid Search"
] | [
"Softmax",
"ReLU",
"Layer Normalization",
"Residual Connections"
] | [] | null |
2401.09796 | A Fast, Performant, Secure Distributed Training Framework For Large Language Model | cs.LG cs.CR | [
"Low-Rank Adaptation (LoRA)",
"One Time Pad (OTP)",
"P-Tuning v2",
"Model Slicing",
"Sparsification Parameter Fine-tuning (SPF)"
] | [
"TrustZone",
"Intel SGX",
"Differential Privacy (DP)",
"AMD SEV",
"Additively Homomorphic Encryption (AHE)",
"Secure Multi-party Computation (MPC)",
"Federated Learning",
"Intel TDX",
"Stochastic Gradient Descent (SGD)"
] | [
"Matrix Multiplication",
"Cross-Entropy",
"L1 Norm"
] | [] | null |
2401.09798 | All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks | cs.CL cs.AI cs.CY | [
"NeutralRephrasing",
"Simple Black-Box Jailbreak Attack Algorithm",
"AdversarialRephrasing",
"Judgement Function"
] | [
"PAIR",
"Retokenizing",
"Perplexity-based detection",
"Self-Reminder defense",
"Gradient-based jailbreak attacks",
"Genetic algorithms",
"Manual jailbreak prompts",
"Random perturbation aggregation"
] | [] | [] | null |
2401.09801 | Is the Faber-Krahn inequality true for the Stokes operator? | math.AP math.OC | [] | [] | [
"Poincaré-Hopf theorem",
"Stokes operator",
"Bessel functions",
"Eigenvalue analysis",
"Hadamard shape calculus",
"Curl operator",
"Fredholm alternative",
"Semi-differential",
"Fourier series",
"Hairy ball theorem",
"Shape derivative",
"Sobolev spaces",
"Dirichlet-Laplacian",
"Concentratio... | [
"Navier-Stokes equations",
"Stokes operator",
"Incompressible flows",
"Fluid motion",
"Dirichlet-Stokes operator"
] | null |
2401.09802 | Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation | eess.AS cs.CV cs.SD | [
"AV-HuBERT",
"Curriculum Learning",
"HuBERT",
"SentencePiece",
"Adam",
"Beam Search",
"mAV-HuBERT",
"RetinaFace",
"Transformer",
"Whisper",
"Visual Speech Units"
] | [
"RNN",
"WavLM",
"CTC/Attention",
"Memory Network",
"Knowledge Distillation",
"CNN",
"Wav2Vec2.0",
"Textless NLP"
] | [
"Negative Log-Likelihood",
"Clustering",
"Masking",
"Embedding",
"Linear Transformation"
] | [] | null |
2401.09764 | Generation of weighted trees, block trees and block graphs | cs.DM cs.DS | [
"Python implementation with yield generators",
"FindFreeTree unranking",
"isomorphism-free generation via centroid-rooted canonical trees",
"EnumerateMultisets generator",
"EnumerateRootedTrees recursive generator",
"dynamic programming for counting trees and forests",
"parallel enumeration using unrank... | [
"tree decompositions (clique-tree, block-tree, clique-width)",
"ranking of binary trees of bounded height",
"constant amortized time (CAT) enumeration",
"Pascal recursive implementations",
"uniform random generation via choose u.a.r.",
"FORTRAN iterative enumeration"
] | [
"isomorphism of weighted trees",
"centroid computation in weighted trees",
"time complexity analysis (big-O)",
"binomial coefficient computation (multiset counts)",
"canonical form for weighted trees",
"recurrence relations for tree and forest counts"
] | [] | null |
2401.09766 | Realization of controlled Remote implementation of operation | quant-ph | [] | [] | [
"fidelity calculation via density matrix inner product",
"Rabi oscillation dynamics",
"numerical integration of master equation",
"second-order perturbation theory for effective Hamiltonian",
"Heisenberg-Langevin approach (Hamiltonian, Lindblad terms)",
"master equation with decay and dephasing"
] | [
"nonadiabatic holonomic quantum computation (NHQC)",
"Rydberg blockade effect",
"Raman oscillation",
"anti-blockade scheme",
"controlled-phase (CZ) gates via fiber and cavity",
"Stark shift",
"decoherence and dissipation channels",
"graph state preparation",
"photon-cavity-atom system",
"cavity qu... | null |
2401.09767 | On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities | cs.CR cs.SE | [
"10-fold cross-validation for model training",
"dataflow/control-flow analysis",
"training of function-level vulnerability detectors (VulBERTa, LineVul, Devign, ReVeal, VulCNN)",
"program slicing (static analysis)",
"Joern-based program dependency graph construction",
"vulnerability-triggering statement i... | [
"clone-based detection",
"statistical localization",
"convolutional neural networks (VulCNN)",
"fuzzing (dynamic analysis)",
"ReVeal dataset labeling",
"static application security testing (SAST) tools: Flawfinder, Checkmarx, Infer, CodeQL, Fortify",
"transformer-based models (VulBERTa)",
"graph neura... | [
"heuristic filtering of diff files",
"manual labeling agreement analysis",
"precision, recall, F1-score, accuracy, FPR, FNR metrics"
] | [] | null |
2401.09768 | Quantum interface for telecom frequency conversion based on diamond-type atomic ensembles | quant-ph | [
"Lambert W function for coupling field attenuation",
"eigenvalue decomposition (quadrature variance calculation)",
"numerical integration of noise correlation",
"parameter optimization for conversion efficiency maximization",
"numerical simulation of coupled Maxwell-Schrödinger equations",
"Fourier transf... | [
"DLCZ quantum repeater protocol (mentioned as integration)"
] | [
"Magnus expansion method",
"Lambert W function solution",
"binomial distribution for Fock state conversion",
"perturbation theory for first-order atomic operators",
"fidelity calculation (Fock and coherent states)",
"reduced-density-operator approach for quantum state",
"Einstein relations for diffusion... | [
"diamond-type four-level atomic ensemble",
"quantum properties: Fock, coherent, squeezed states",
"Maxwell-Schrödinger equations",
"qubit retention in photon-number, path, polarization degrees of freedom",
"entanglement retention and CHSH inequality",
"cascade-type electromagnetically induced transparency... | null |
2401.09769 | A Survey on Learning from Graphs with Heterophily: Recent Advances and Future Directions | cs.SI cs.AI cs.LG | [
"literature search and collection from OpenReview, Arxiv, top venues",
"statistical analysis of annual publications and sources",
"taxonomy construction and categorization",
"word cloud generation from titles",
"benchmark dataset compilation and summary"
] | [
"TGIN, SHaRe, HetroFair (recommender systems)",
"HL-Net, KWGNN, point cloud segmentation, H2RKD (computer vision)",
"PathNet, RAW-GNN, PathMLP (path-based view)",
"PyGNN, PD-GNN, PC-Conv, NewtonNet, UniFilter, Node-MoE, DSF, NFGNN (further spectral explorations)",
"LINKX, GLINX, LD2, HopGNN, AGS-GNN (scalab... | [
"node homophily, edge homophily, class homophily, adjusted homophily metrics",
"master equation and Lindblad terms (mentioned)",
"quadrature variance and fidelity calculations (mentioned)",
"CHSH inequality (mentioned for entanglement retention)",
"attention mechanism (self-attention, signed attention)",
... | [] | null |
2401.09860 | Succinctness of Cosafety Fragments of LTL via Combinatorial Proof Systems (extended version) | cs.LO cs.FL | [
"combinatorial proof system"
] | [
"classical automata-based method",
"pastification algorithm",
"games of Adler and Immerman"
] | [] | [] | null |
2401.09861 | Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models | cs.CV cs.AI | [
"argmax timestamp selection",
"Video-LLaMA",
"cosine similarity matching",
"ensemble of CLIP and BLIP2",
"BLIP2",
"beam search",
"test-time distribution normalization",
"CLIP",
"GPT-3.5-turbo"
] | [
"fact tool",
"chain-of-thought verification",
"retrieval augmented generation (RAG)"
] | [
"distribution normalization (mean subtraction)",
"cosine similarity",
"argmax"
] | [] | null |
2401.09862 | Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments | cs.NE cs.AI cs.CL cs.LG | [
"genetic algorithm",
"S-metric selection",
"crowding distance computation",
"Llama 2",
"NSGA-II",
"non-dominated sorting",
"DistilBERT emotion classification",
"Ollama",
"mutation operator",
"hypervolume metric",
"SMS-EMOA",
"Langchain",
"crossover operator"
] | [
"Automatic Prompt Engineer (APE)",
"EvoPrompt",
"Promptbreeder",
"soft prompting",
"EvoPrompting"
] | [
"S-metric",
"hypervolume calculation",
"non-dominated sorting",
"crowding distance"
] | [] | null |
2401.09863 | Well-posedness results for general reaction-diffusion transport of oxygen in encapsulated cells | math.AP | [] | [] | [
"weak convergence",
"spectral theory for unbounded operators",
"finite-dimensional projections",
"elliptic regularity",
"compactness theorem (Aloaglu's)",
"ODE existence and uniqueness",
"strong convergence",
"Gronwall's inequality",
"Young's inequality",
"Galerkin method",
"Lax-Milgram theorem"... | [
"diffraction Laplacian",
"oxygen consumption model (bounded, non-negative)",
"reaction-diffusion transport of oxygen in encapsulated cells",
"parabolic PDE",
"core-shell geometry with discontinuous diffusion"
] | null |
2401.09864 | Simultaneous High-Efficiency Anomalous Reflection and Angle of Arrival Sensing in Reconfigurable Intelligent Surfaces | physics.app-ph | [
"spatial Fourier transform",
"in-situ optimization",
"full-wave simulations"
] | [] | [
"spatial Fourier transform",
"in-situ optimization"
] | [
"angle of arrival sensing",
"array of loaded wires above ground plane",
"parasitic scattering",
"reconfigurable intelligent surfaces",
"anomalous reflection"
] | null |
2401.09865 | Improving fine-grained understanding in image-text pre-training | cs.CV cs.AI cs.LG | [
"contrastive loss",
"fine-grained sequence-wise loss",
"sparse similarity metric",
"language-grouped vision embedding"
] | [] | [] | [] | null |
2401.09866 | Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention | cs.CV | [
"two-stage fine-tuning",
"Local Consensus Guided Cross Attention (LCCA)",
"dice loss",
"Instance-Aware Data Augmentation (IDA)",
"SGD optimizer",
"cross-entropy loss",
"local self-attention",
"correlation network (4D convolution)",
"attentive feature alignment",
"bilinear interpolation"
] | [
"center-pivot 4D convolution",
"atrous convolution",
"episodic learning",
"prototypical network",
"CWT",
"masked global average pooling",
"pyramid pooling",
"HSNet",
"dilated convolutions",
"CANet",
"DeepLab",
"transductive learning",
"PFENet",
"MFNet",
"RePRI",
"neighborhood consensus... | [] | [] | null |
2401.09867 | The Radiation Balance for a semi-gray Atmosphere | physics.ao-ph | [] | [] | [
"exponential integrals",
"approximation",
"analytical solution",
"integral equations",
"optical thickness transformation"
] | [
"Lambert-Beer law",
"semi-gray atmosphere",
"local thermodynamic equilibrium",
"angular dependence of radiation",
"Planck distribution",
"gray atmosphere",
"Stefan-Boltzmann law",
"radiation balance",
"greenhouse effect"
] | null |
2401.09870 | Reconciling Spatial and Temporal Abstractions for Goal Representation | cs.LG cs.AI cs.RO | [
"ADAM optimizer",
"Spatio-Temporal Abstraction via Reachability (STAR)",
"three-layer HRL",
"temporal abstraction",
"forward model neural network",
"epsilon-greedy exploration",
"TD3",
"MSE loss",
"Q-learning",
"reachability analysis",
"Ai2 abstract interpretation",
"spatial goal abstraction"
... | [
"GARA",
"options framework",
"feudal approaches",
"HIRO",
"LESSON",
"MDP",
"HRAC"
] | [
"suboptimality bound",
"regret bounds",
"induction proof"
] | [] | null |
2401.09876 | A new hydrogen-filled Cherenkov detector for Kaon tagging at the NA62 experiment at CERN | hep-ex physics.ins-det | [
"iterative optical design procedure",
"GEANT4 simulation"
] | [] | [] | [
"chromatic dispersion",
"optical focusing",
"Cherenkov radiation",
"CEDAR detector",
"particle identification"
] | null |
2401.09297 | Spectral Distribution Complexity of the Surface Fibrillatory Waves Predicts Post-Catheter Ablation Relapse in Persistent Atrial Fibrillation | eess.SP physics.med-ph | [
"Adaptive singular value cancellation of QRST complexes",
"Decision tree classification (5 splits)",
"Lilliefors test for normality",
"Receiver operating characteristic (ROC) curve analysis",
"Mann-Whitney U test for statistical significance",
"Area under the ROC curve (AUC) computation",
"C0 complexity... | [] | [
"Welch Periodogram spectral estimation",
"Mann-Whitney U test",
"Levene's test",
"ROC curve and AUC analysis",
"Decision tree learning algorithm",
"C0 complexity formula (normalized PSD, threshold θ = α·mean, ratio of irregular to total PSD)",
"Adaptive singular value cancellation algorithm",
"Forward... | [] | null |
2401.09298 | Dynamical signatures of non-Markovianity in a dissipative-driven qubit | quant-ph | [
"Numerical integration of Nakajima–Zwanzig generalized quantum master equation (GQME)",
"Reaction-coordinate representation for thermal averages",
"Diagonalization of decoherence matrix for canonical rates",
"Computation of memory kernel relaxation timescale",
"Hierarchical equations of motion (HEOM) integr... | [
"Eigenstate thermalization hypothesis",
"Floquet theorem",
"Quantum error correction (QEC) methods",
"Dynamical-decoupling techniques",
"Gorini–Kossakowski–Sudarshan theorem",
"Born–Markov approximation"
] | [
"Decoherence matrix construction and eigenvalue decomposition",
"Dyson identity",
"Nakajima–Zwanzig generalized quantum master equation (GQME)",
"Born–Markov approximation analysis",
"Volume of accessible states computation",
"Trace distance (BLP measure) for non-Markovianity",
"Projection operator form... | [
"Spin-boson model",
"Ohmic spectral density with Drude cutoff",
"Dissipative-driven qubit model",
"Periodically driven two-level system"
] | null |
2401.09299 | Scaled quadratic variation for controlled rough paths and parameter estimation of fractional diffusions | math.PR | [
"Scaled quadratic variation estimator for γ",
"Fast Fourier transform (FFT) for inner products",
"Third-order Runge–Kutta method",
"Low-storage strong stability-preserving (SSP) Runge–Kutta scheme",
"Pseudo-spectral method with 2/3-rule dealiasing",
"Hurst index estimator",
"Davies–Harte method for frac... | [
"p-variation method along partitions",
"Maximum likelihood estimation"
] | [
"Estimator for scaling exponent γ",
"Scaled quadratic variation definition and Itô-isometry type formula",
"Sewing lemma",
"Gubinelli derivative and controlled rough paths",
"Admissible partition convergence rates",
"Chen’s relation",
"Borel–Cantelli lemma for almost sure convergence",
"Gershgorin’s c... | [
"2D Euler system with Lie transport noise",
"Rough differential equations (RDE)",
"Stochastic fluid dynamics",
"Rough partial differential equations (RPDE)",
"Fractional diffusions",
"Fractional Brownian motion"
] | null |
2401.09301 | Transfer Learning in Materials Informatics: structure-property relationships through minimal but highly informative multimodal input | cond-mat.mtrl-sci physics.comp-ph | [
"CLIP (Contrastive Language-Image Pre-training model)",
"Standardization and z-score normalization",
"Finetuning (transfer learning)",
"Readout network with dense layers, ReLU, BatchNorm, dropout",
"InceptionV3 (pre-trained CNN on ImageNet)",
"Text generation with Robocrystallographer",
"Grid unificatio... | [
"Generative models for inverse design",
"Graph Convolutional Neural Networks (GCNNs)",
"Density-Functional-Theory (DFT) calculations"
] | [
"Z-score normalization",
"Root Mean Square Error (RMSE)",
"Fourier Transform",
"R² coefficient of determination",
"Cross-validation",
"Batch normalization"
] | [
"Density-Functional-Theory (DFT)",
"Fermi energy",
"Electronic charge density (ECD) profiles",
"Formation energy",
"Phonon dispersion relations",
"Bulk modulus",
"Face-centered cubic (FCC) crystals"
] | null |
2401.09304 | Measurement-induced asymmetry in bipartite networks | quant-ph | [] | [
"Weak measurement ancilla protocol",
"Nash equilibrium calculation",
"Quantum state tomography"
] | [
"Expected payoff calculation via trace",
"CHSH inequality",
"Werner state parameterization",
"Prisoner’s dilemma payoff analysis",
"Bayesian game theory",
"Quantum discord",
"Generalized measurement operators (Kraus)",
"Bloch vector and Pauli matrix formalism"
] | [
"Bell state",
"Werner state",
"Quantum mechanics (two-qubit systems)",
"Prisoner’s dilemma game",
"Discorded state"
] | null |
2401.09770 | Reliability-based G1 Continuous Arc Spline Approximation | cs.CG | [
"Powell's Dog-Leg method",
"Gauss-Newton method",
"Constrained nonlinear least squares (CNLS) solver",
"Levenberg-Marquardt method",
"Divide-and-conquer recursive linear approximation",
"Multivariate-δ method for covariance propagation",
"Iterative variable initialization and update framework",
"Chi-s... | [
"RANSAC",
"Broyden–Fletcher–Goldfarb–Shanno (BFGS) Hessian approximation",
"0-norm minimization",
"Column Approximate Minimum Degree Ordering (COLAMD) algorithm",
"Tolerance channels",
"Moving least squares method",
"Biarc interpolation",
"Barrier method",
"Penalty method",
"Gaussian step computat... | [
"Nonlinear least squares (NLS)",
"Equality and inequality constraint formulation",
"Weighted Euclidean distance (Mahalanobis distance)",
"Taylor expansion",
"Constrained nonlinear least squares (CNLS)",
"Iterative linear equation solving",
"Cost function balancing via covariance tuning",
"Chi-squared ... | [] | null |
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