node_id int64 0 76.9k | label int64 0 39 | text stringlengths 13 124k | neighbors listlengths 0 3.32k | mask stringclasses 4
values |
|---|---|---|---|---|
45,278 | 26 | Title: All in One: Multi-Task Prompting for Graph Neural Networks
Abstract: Recently, "pre-training and fine-tuning'' has been adopted as a standard workflow for many graph tasks since it can take general graph knowledge to relieve the lack of graph annotations from each application. However, graph tasks with node leve... | [
23805,
17309
] | Train |
45,279 | 11 | Title: Traffic Shaping and Hysteresis Mitigation Using Deep Reinforcement Learning in a Connected Driving Environment
Abstract: A multi-agent deep reinforcement learning-based framework for traffic shaping. The proposed framework offers a key advantage over existing congestion management strategies which is the ability... | [] | Test |
45,280 | 24 | Title: BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration
Abstract: Deep learning has achieved remarkable success in the field of bearing fault diagnosis. However, this success comes with larger models and more complex computations, wh... | [] | Validation |
45,281 | 16 | Title: Active Neural Mapping
Abstract: We address the problem of active mapping with a continually-learned neural scene representation, namely Active Neural Mapping. The key lies in actively finding the target space to be explored with efficient agent movement, thus minimizing the map uncertainty on-the-fly within a pr... | [
41055
] | Test |
45,282 | 7 | Title: Electromechanical phase-field fracture modelling of piezoresistive CNT-based composites
Abstract: nan | [] | Train |
45,283 | 34 | Title: Finding Optimal 2-Packing Sets on Arbitrary Graphs at Scale
Abstract: A 2-packing set for an undirected graph $G=(V,E)$ is a subset $\mathcal{S} \subset V$ such that any two vertices $v_1,v_2 \in \mathcal{S}$ have no common neighbors. Finding a 2-packing set of maximum cardinality is a NP-hard problem. We develo... | [] | Validation |
45,284 | 21 | Title: The Standard Problem
Abstract: OBJECTIVE
This article proposes a framework to support the scientific research of standards so that they can be better measured, evaluated, and designed.
METHODS
Beginning with the notion of common models, the framework describes the general standard problem-the seeming impossibi... | [
20589
] | Train |
45,285 | 25 | Title: iSTFTNet2: Faster and More Lightweight iSTFT-Based Neural Vocoder Using 1D-2D CNN
Abstract: The inverse short-time Fourier transform network (iSTFTNet) has garnered attention owing to its fast, lightweight, and high-fidelity speech synthesis. It obtains these characteristics using a fast and lightweight 1D CNN a... | [
27153
] | Test |
45,286 | 24 | Title: Parameter Identification for Partial Differential Equations with Spatiotemporal Varying Coefficients
Abstract: To comprehend complex systems with multiple states, it is imperative to reveal the identity of these states by system outputs. Nevertheless, the mathematical models describing these systems often exhibi... | [] | Test |
45,287 | 16 | Title: 3D Video Object Detection with Learnable Object-Centric Global Optimization
Abstract: We explore long-term temporal visual correspondence-based optimization for 3D video object detection in this work. Visual correspondence refers to one-to-one mappings for pixels across multiple images. Correspondence-based opti... | [
40544,
40674,
12581,
6965
] | Train |
45,288 | 16 | Title: UVA: Towards Unified Volumetric Avatar for View Synthesis, Pose rendering, Geometry and Texture Editing
Abstract: Neural radiance field (NeRF) has become a popular 3D representation method for human avatar reconstruction due to its high-quality rendering capabilities, e.g., regarding novel views and poses. Howev... | [] | Validation |
45,289 | 16 | Title: Grounded Image Text Matching with Mismatched Relation Reasoning
Abstract: This paper introduces Grounded Image Text Matching with Mismatched Relation (GITM-MR), a novel visual-linguistic joint task that evaluates the relation understanding capabilities of transformer-based pre-trained models. GITM-MR requires a ... | [] | Train |
45,290 | 16 | Title: Dirichlet-based Uncertainty Calibration for Active Domain Adaptation
Abstract: Active domain adaptation (DA) aims to maximally boost the model adaptation on a new target domain by actively selecting limited target data to annotate, whereas traditional active learning methods may be less effective since they do n... | [
39906
] | Train |
45,291 | 30 | Title: Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt
Abstract: Large Language Models (LLMs), armed with billions of parameters, exhibit exceptional performance across a wide range of Natural Language Processing (NLP) tasks. However, they present a significant c... | [
13700,
41554,
12851,
7351,
40953,
20223
] | Train |
45,292 | 23 | Title: Test Case Generation for Drivability Requirements of an Automotive Cruise Controller: An Experience with an Industrial Simulator
Abstract: Automotive software development requires engineers to test their systems to detect violations of both functional and drivability requirements. Functional requirements define ... | [
43770,
20622
] | Train |
45,293 | 37 | Title: Fairness-driven Skilled Task Assignment with Extra Budget in Spatial Crowdsourcing
Abstract: With the prevalence of mobile devices and ubiquitous wireless networks, spatial crowdsourcing has attracted much attention from both academic and industry communities. On spatial crowdsourcing platforms, task requesters ... | [] | Train |
45,294 | 30 | Title: Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale
Abstract: We introduce a multilingual extension of the HOLISTICBIAS dataset, the largest English template-based taxonomy of textual people references: MULTILINGUALHOLISTICBIAS. This extension consist... | [
44700,
44727
] | Train |
45,295 | 27 | Title: Robot Patrol: Using Crowdsourcing and Robotic Systems to Provide Indoor Navigation Guidance to The Visually Impaired
Abstract: Indoor navigation is a challenging activity for persons with disabilities, particularly, for those with low vision and visual impairment. Researchers have explored numerous solutions to ... | [] | Train |
45,296 | 30 | Title: Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP
Abstract: Modern NLP systems exhibit a range of biases, which a growing literature on model debiasing attempts to correct. However, current progress is hampered by a plurality of definitions of bias, means of quantification, a... | [
42814
] | Train |
45,297 | 27 | Title: The Robot in the Room: Influence of Robot Facial Expressions and Gaze on Human-Human-Robot Collaboration
Abstract: Robot facial expressions and gaze are important factors for enhancing human-robot interaction (HRI), but their effects on human collaboration and perception are not well understood, for instance, in... | [
40198
] | Train |
45,298 | 25 | Title: Diversity-based core-set selection for text-to-speech with linguistic and acoustic features
Abstract: This paper proposes a method for extracting a lightweight subset from a text-to-speech (TTS) corpus ensuring synthetic speech quality. In recent years, methods have been proposed for constructing large-scale TTS... | [] | Train |
45,299 | 30 | Title: GlobalBench: A Benchmark for Global Progress in Natural Language Processing
Abstract: Despite the major advances in NLP, significant disparities in NLP system performance across languages still exist. Arguably, these are due to uneven resource allocation and sub-optimal incentives to work on less resourced langu... | [
31355
] | Train |
45,300 | 30 | Title: On the (In)Effectiveness of Large Language Models for Chinese Text Correction
Abstract: Recently, the development and progress of Large Language Models (LLMs) have amazed the entire Artificial Intelligence community. As an outstanding representative of LLMs and the foundation model that set off this wave of rese... | [
40192,
13185,
21921,
29894,
40457,
26730,
5643,
10672,
34738,
33300,
7765,
31189,
12087,
24794
] | Test |
45,301 | 24 | Title: Automatically Auditing Large Language Models via Discrete Optimization
Abstract: Auditing large language models for unexpected behaviors is critical to preempt catastrophic deployments, yet remains challenging. In this work, we cast auditing as an optimization problem, where we automatically search for input-out... | [
39840,
34987,
5071,
10800,
17263,
17295,
41328,
4180,
4565,
2168
] | Train |
45,302 | 23 | Title: Do the Defect Prediction Models Really Work?
Abstract: —“ You may develop a potential prediction model, but how can I trust your model that it will benefit my software? ”. Using a software defect prediction (SDP) model as a tool, we address this fundamental problem in machine learning research. This is a prelimin... | [] | Test |
45,303 | 24 | Title: Sharpness & Shift-Aware Self-Supervised Learning
Abstract: Self-supervised learning aims to extract meaningful features from unlabeled data for further downstream tasks. In this paper, we consider classification as a downstream task in phase 2 and develop rigorous theories to realize the factors that implicitly ... | [] | Train |
45,304 | 24 | Title: Heterogeneous Datasets for Federated Survival Analysis Simulation
Abstract: Survival analysis studies time-modeling techniques for an event of interest occurring for a population. Survival analysis found widespread applications in healthcare, engineering, and social sciences. However, the data needed to train su... | [
19801,
41058
] | Train |
45,305 | 24 | Title: Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples
Abstract: Partial-label learning (PLL) relies on a key assumption that the true label of each training example must be in the candidate label set. This restrictive assumption may be violated in complex real-world scenarios, and t... | [] | Train |
45,306 | 27 | Title: MRS Modular UAV Hardware Platforms for Supporting Research in Real-World Outdoor and Indoor Environments
Abstract: This paper presents a family of autonomous Unmanned Aerial Vehicles (UAVs) platforms designed for a diverse range of indoor and outdoor applications. The proposed UAV design is highly modular in ter... | [
4483,
35719,
33675,
35213,
29201,
19735,
38809,
35630,
2229,
28469,
22599,
4682,
34378,
41935,
33376,
27877,
13033,
15213,
13049,
2431
] | Train |
45,307 | 16 | Title: DIME-Net: Neural Network-Based Dynamic Intrinsic Parameter Rectification for Cameras with Optical Image Stabilization System
Abstract: Optical Image Stabilization (OIS) system in mobile devices reduces image blurring by steering lens to compensate for hand jitters. However, OIS changes intrinsic camera parameter... | [] | Train |
45,308 | 16 | Title: A Multimodal Method Based on Cross-Attention and Convolution for Postoperative Infection Diagnosis
Abstract: Postoperative infection diagnosis is a common and serious complication that generally poses a high diagnostic challenge. This study focuses on PJI, a type of postoperative infection. X-ray examination is ... | [
29873
] | Train |
45,309 | 27 | Title: Individuality in Swarm Robots with the Case Study of Kilobots: Noise, Bug, or Feature?
Abstract: Inter-individual differences are studied in natural systems, such as fish, bees, and humans, as they contribute to the complexity of both individual and collective behaviors. However, individuality in artificial syst... | [
7448
] | Train |
45,310 | 30 | Title: One-stop Training of Multiple Capacity Models
Abstract: Training models with varying capacities can be advantageous for deploying them in different scenarios. While high-capacity models offer better performance, low-capacity models require fewer computing resources for training and inference. In this work, we pr... | [
22998,
15358
] | Train |
45,311 | 36 | Title: With a little help from your friends: semi-cooperative games via Joker moves
Abstract: This paper coins the notion of Joker games where Player 2 is not strictly adversarial: Player 1 gets help from Player 2 by playing a Joker. We formalize these games as cost games, and study their theoretical properties. Finall... | [] | Train |
45,312 | 30 | Title: Estimating Large Language Model Capabilities without Labeled Test Data
Abstract: Large Language Models (LLMs) have exhibited an impressive ability to perform in-context learning (ICL) from only a few examples, but the success of ICL varies widely from task to task. Thus, it is important to quickly determine whet... | [
13700,
6422
] | Validation |
45,313 | 16 | Title: Contrastive Attention Networks for Attribution of Early Modern Print
Abstract: In this paper, we develop machine learning techniques to identify unknown printers in early modern (c.~1500--1800) English printed books.
Specifically, we focus on matching uniquely damaged character type-imprints in anonymously print... | [] | Train |
45,314 | 27 | Title: An Adaptive Graduated Nonconvexity Loss Function for Robust Nonlinear Least Squares Solutions
Abstract: Many problems in robotics, such as estimating the state from noisy sensor data or aligning two point clouds, can be posed and solved as least-squares problems. Unfortunately, vanilla nonminimal solvers for lea... | [] | Train |
45,315 | 11 | Title: Cooperative Driving of Connected Autonomous Vehicles in Heterogeneous Mixed Traffic: A Game Theoretic Approach
Abstract: High-density, unsignalized intersection has always been a bottleneck of efficiency and safety. The emergence of Connected Autonomous Vehicles (CAVs) results in a mixed traffic condition, furth... | [] | Test |
45,316 | 6 | Title: Tell Me, What Are You Most Afraid Of? Exploring the Effects of Agent Representation on Information Disclosure in Human-Chatbot Interaction
Abstract: nan | [] | Train |
45,317 | 25 | Title: OxfordVGG Submission to the EGO4D AV Transcription Challenge
Abstract: This report presents the technical details of our submission on the EGO4D Audio-Visual (AV) Automatic Speech Recognition Challenge 2023 from the OxfordVGG team. We present WhisperX, a system for efficient speech transcription of long-form aud... | [
25698,
37445
] | Test |
45,318 | 10 | Title: Empowering Dynamics-aware Text-to-Video Diffusion with Large Language Models
Abstract: Text-to-video (T2V) synthesis has gained increasing attention in the community, in which the recently emerged diffusion models (DMs) have promisingly shown stronger performance than the past approaches. While existing state-of... | [
22115,
13700,
33220,
23563,
32467,
3609,
43930,
5373,
40671
] | Validation |
45,319 | 15 | Title: BlendNet: Design and Optimization of a Neural Network-Based Inference Engine Blending Binary and Fixed-Point Convolutions
Abstract: This paper presents BlendNet, a neural network architecture employing a novel building block called Blend module, which relies on performing binary and fixed-point convolutions in i... | [] | Train |
45,320 | 3 | Title: Assessing VoD pressure on network power consumption
Abstract: Assessing the energy consumption or carbon footprint of data distribution of video streaming services is usually carried out through energy or carbon intensity figures (in Wh or gCO2e per GB). In this paper, we first review the reasons why such approa... | [] | Train |
45,321 | 16 | Title: 3D-Aware Multi-Class Image-to-Image Translation with NeRFs
Abstract: Recent advances in 3D-aware generative models (3D-aware GANs) combined with Neural Radiance Fields (NeRF) have achieved impressive results. However no prior works investigate 3D-aware GANs for 3D consistent multiclass image-to-image (3D-aware 1... | [
7076
] | Train |
45,322 | 16 | Title: Unproportional mosaicing
Abstract: Data shift is a gap between data distribution used for training and data distribution encountered in the real-world. Data augmentations help narrow the gap by generating new data samples, increasing data variability, and data space coverage. We present a new data augmentation: ... | [] | Train |
45,323 | 27 | Title: Safe Robot Learning in Assistive Devices through Neural Network Repair
Abstract: Assistive robotic devices are a particularly promising field of application for neural networks (NN) due to the need for personalization and hard-to-model human-machine interaction dynamics. However, NN based estimators and controll... | [] | Train |
45,324 | 30 | Title: Text Style Transfer Evaluation Using Large Language Models
Abstract: Text Style Transfer (TST) is challenging to evaluate because the quality of the generated text manifests itself in multiple aspects, each of which is hard to measure individually: style transfer accuracy, content preservation, and overall fluen... | [
29072,
39642,
38148,
17061
] | Train |
45,325 | 31 | Title: STEC: See-Through Transformer-based Encoder for CTR Prediction
Abstract: Click-Through Rate (CTR) prediction holds a pivotal place in online advertising and recommender systems since CTR prediction performance directly influences the overall satisfaction of the users and the revenue generated by companies. Even ... | [
7134
] | Train |
45,326 | 6 | Title: EEG2IMAGE: Image Reconstruction from EEG Brain Signals
Abstract: Reconstructing images using brain signals of imagined visuals may provide an augmented vision to the disabled, leading to the advancement of Brain-Computer Interface (BCI) technology. The recent progress in deep learning has boosted the study area ... | [] | Validation |
45,327 | 16 | Title: Explain Any Concept: Segment Anything Meets Concept-Based Explanation
Abstract: EXplainable AI (XAI) is an essential topic to improve human understanding of deep neural networks (DNNs) given their black-box internals. For computer vision tasks, mainstream pixel-based XAI methods explain DNN decisions by identify... | [
35263,
10180,
41501,
1151
] | Test |
45,328 | 16 | Title: STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos
Abstract: We address the problem of extracting key steps from unlabeled procedural videos, motivated by the potential of Augmented Reality (AR) headsets to revolutionize job training and performance. We decompose the pro... | [
18032,
24415,
999
] | Train |
45,329 | 13 | Title: Inherent Redundancy in Spiking Neural Networks
Abstract: Spiking Neural Networks (SNNs) are well known as a promising energy-efficient alternative to conventional artificial neural networks. Subject to the preconceived impression that SNNs are sparse firing, the analysis and optimization of inherent redundancy i... | [
22629
] | Train |
45,330 | 16 | Title: StyleLipSync: Style-based Personalized Lip-sync Video Generation
Abstract: In this paper, we present StyleLipSync, a style-based personalized lip-sync video generative model that can generate identity-agnostic lip-synchronizing video from arbitrary audio. To generate a video of arbitrary identities, we leverage ... | [] | Validation |
45,331 | 6 | Title: Helpful, Misleading or Confusing: How Humans Perceive Fundamental Building Blocks of Artificial Intelligence Explanations
Abstract: Explainable artificial intelligence techniques are developed at breakneck speed, but suitable evaluation approaches lag behind. With explainers becoming increasingly complex and a l... | [
29482,
30338
] | Train |
45,332 | 24 | Title: Privately Customizing Prefinetuning to Better Match User Data in Federated Learning
Abstract: In Federated Learning (FL), accessing private client data incurs communication and privacy costs. As a result, FL deployments commonly prefinetune pretrained foundation models on a (large, possibly public) dataset that ... | [
36667
] | Train |
45,333 | 16 | Title: Detecting Human-Object Contact in Images
Abstract: Humans constantly contact objects to move and perform tasks. Thus, detecting human-object contact is important for building human-centered artificial intelligence. However, there exists no robust method to detect contact between the body and the scene from an im... | [
27782,
38181,
25694,
19079
] | Train |
45,334 | 17 | Title: Radiance Textures for Rasterizing Ray-Traced Data
Abstract: Presenting real-time rendering of 3D surfaces using radiance textures for fast synthesis of complex incidence-variable effects and environment interactions. This includes iridescence, parallax occlusion and interior mapping, (specular, regular, diffuse,... | [] | Train |
45,335 | 31 | Title: Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution
Abstract: The entity resolution problem requires finding pairs across datasets that belong to different owners but refer to the same entity in the real world. To train and evaluate solutions (either rule-based or machine-learning-... | [] | Validation |
45,336 | 25 | Title: Unsupervised speech intelligibility assessment with utterance level alignment distance between teacher and learner Wav2Vec-2.0 representations
Abstract: Speech intelligibility is crucial in language learning for effective communication. Thus, to develop computer-assisted language learning systems, automatic spee... | [] | Test |
45,337 | 8 | Title: Network Architecture Design toward Convergence of Mobile Applications and Networks
Abstract: With the quick proliferation of extended reality (XR) services, the mobile communications networks are faced with gigantic challenges to meet the diversified and challenging service requirements. A tight coordination or ... | [] | Test |
45,338 | 30 | Title: Defending against Insertion-based Textual Backdoor Attacks via Attribution
Abstract: Textual backdoor attack, as a novel attack model, has been shown to be effective in adding a backdoor to the model during training. Defending against such backdoor attacks has become urgent and important. In this paper, we propo... | [
34076,
22668,
10749
] | Validation |
45,339 | 27 | Title: Learning Decoupled Multi-touch Force Estimation, Localization and Stretch for Soft Capacitive E-skin
Abstract: Distributed sensor arrays capable of detecting multiple spatially distributed stimuli are considered an important element in the realisation of exteroceptive and proprioceptive soft robots. This paper e... | [] | Train |
45,340 | 24 | Title: Deep Learning Methods for Small Molecule Drug Discovery: A Survey
Abstract: With the development of computer-assisted techniques, research communities including biochemistry and deep learning have been devoted into the drug discovery field for over a decade. Various applications of deep learning have drawn great... | [
45455
] | Train |
45,341 | 16 | Title: WrappingNet: Mesh Autoencoder via Deep Sphere Deformation
Abstract: There have been recent efforts to learn more meaningful representations via fixed length codewords from mesh data, since a mesh serves as a complete model of underlying 3D shape compared to a point cloud. However, the mesh connectivity presents ... | [] | Test |
45,342 | 10 | Title: Mathematics, word problems, common sense, and artificial intelligence
Abstract: The paper discusses the capacities and limitations of current artificial intelligence (AI) technology to solve word problems that combine elementary knowledge with commonsense reasoning. No existing AI systems can solve these reliabl... | [
6855,
46029,
38543,
44246,
20502,
3583
] | Validation |
45,343 | 24 | Title: Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data
Abstract: Federated Learning aims to learn a global model on the server side that generalizes to all clients in a privacy-preserving manner, by leveraging the local models from different clients. Existing solutions focus on either regul... | [
44519
] | Train |
45,344 | 30 | Title: RCMHA: Relative Convolutional Multi-Head Attention for Natural Language Modelling
Abstract: The Attention module finds common usage in language modeling, presenting distinct challenges within the broader scope of Natural Language Processing. Multi-Head Attention (MHA) employs an absolute positional encoding, whi... | [] | Train |
45,345 | 27 | Title: Do You Need a Hand? - a Bimanual Robotic Dressing Assistance Scheme
Abstract: Developing physically assistive robots capable of dressing assistance has the potential to significantly improve the lives of the elderly and disabled population. However, most robotics dressing strategies considered a single robot onl... | [] | Test |
45,346 | 24 | Title: Qualitative Data Augmentation for Performance Prediction in VLSI circuits
Abstract: Various studies have shown the advantages of using Machine Learning (ML) techniques for analog and digital IC design automation and optimization. Data scarcity is still an issue for electronic designs, while training highly accur... | [] | Validation |
45,347 | 30 | Title: Multiscale Positive-Unlabeled Detection of AI-Generated Texts
Abstract: Recent releases of Large Language Models (LLMs), e.g. ChatGPT, are astonishing at generating human-like texts, but they may get misused for fake scholarly texts, fake news, fake tweets, et cetera. Previous works have proposed methods to dete... | [
3050,
33368,
43930,
38235,
28924
] | Validation |
45,348 | 24 | Title: Blockchained Federated Learning for Internet of Things: A Comprehensive Survey
Abstract: The demand for intelligent industries and smart services based on big data is rising rapidly with the increasing digitization and intelligence of the modern world. This survey comprehensively reviews Blockchained Federated L... | [
31546,
29174
] | Validation |
45,349 | 10 | Title: IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation
Abstract: In the information age, recommendation systems are vital for efficiently filtering information and identifying user preferences. Online social platforms have enriched these systems by providing valuable auxiliary informatio... | [
35386,
31085
] | Train |
45,350 | 26 | Title: Understanding and Mitigating Mental Health Misinformation on Video Sharing Platforms
Abstract: Despite the ever-strong demand for mental health care globally, access to traditional mental health services remains severely limited expensive, and stifled by stigma and systemic barriers. Thus, over the last few year... | [] | Test |
45,351 | 27 | Title: Low computational-cost detection and tracking of dynamic obstacles for mobile robots with RGB-D cameras
Abstract: Deploying autonomous robots in crowded indoor environments usually requires them to have accurate dynamic obstacle perception. Although plenty of previous works in the autonomous driving field have i... | [] | Validation |
45,352 | 24 | Title: Machine Learning for Partial Differential Equations
Abstract: Partial differential equations (PDEs) are among the most universal and parsimonious descriptions of natural physical laws, capturing a rich variety of phenomenology and multi-scale physics in a compact and symbolic representation. This review will exa... | [
81,
27475,
45411,
39517
] | Train |
45,353 | 30 | Title: Deep Model Compression Also Helps Models Capture Ambiguity
Abstract: Natural language understanding (NLU) tasks face a non-trivial amount of ambiguous samples where veracity of their labels is debatable among annotators. NLU models should thus account for such ambiguity, but they approximate the human opinion di... | [] | Test |
45,354 | 16 | Title: Deep Class-Incremental Learning: A Survey
Abstract: Deep models, e.g., CNNs and Vision Transformers, have achieved impressive achievements in many vision tasks in the closed world. However, novel classes emerge from time to time in our ever-changing world, requiring a learning system to acquire new knowledge con... | [
7175,
29065,
40086,
14618,
2205,
43933,
4004,
37156,
41381,
8243,
26420,
31037,
15316,
41176,
8281,
4953,
1632,
11243,
4716,
24047
] | Train |
45,355 | 4 | Title: UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware
Abstract: Nowadays, IoT devices integrate a wealth of third-party components (TPCs) in firmware to shorten the development cycle. TPCs usually have strict usage specifications, e.g., checking the return value of the function. Violating the ... | [] | Train |
45,356 | 16 | Title: ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes
Abstract: We present ScanNet++, a large-scale dataset that couples together capture of high-quality and commodity-level geometry and color of indoor scenes. Each scene is captured with a high-end laser scanner at sub-millimeter resolution, along with registe... | [
30457,
19781
] | Test |
45,357 | 30 | Title: Retrieval of phonemes and Kohonen algorithm
Abstract: A phoneme-retrieval technique is proposed, which is due to the particular way of the construction of the network. An initial set of neurons is given. The number of these neurons is approximately equal to the number of typical structures of the data. For examp... | [] | Test |
45,358 | 24 | Title: A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems
Abstract: Deep neural networks (DNNs) and, in particular, convolutional neural networks (CNNs) have brought significant advances in a wide range of modern computer application problems. However, th... | [] | Train |
45,359 | 37 | Title: Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries
Abstract: This paper presents predicate transfer, a novel method that optimizes join performance by pre-filtering tables to reduce the join input sizes. Predicate transfer generalizes Bloom join, which conducts pre-filtering within a single join o... | [] | Validation |
45,360 | 6 | Title: LLM-Based Interaction for Content Generation: A Case Study on the Perception of Employees in an IT Department
Abstract: In the past years, AI has seen many advances in the field of NLP. This has led to the emergence of LLMs, such as the now famous GPT-3.5, which revolutionise the way humans can access or generat... | [] | Train |
45,361 | 6 | Title: NFTDisk: Visual Detection of Wash Trading in NFT Markets
Abstract: With the growing popularity of Non-Fungible Tokens (NFT), a new type of digital assets, various fraudulent activities have appeared in NFT markets. Among them, wash trading has become one of the most common frauds in NFT markets, which attempts t... | [
21562,
26090
] | Train |
45,362 | 22 | Title: ANPL: Compiling Natural Programs with Interactive Decomposition
Abstract: The advents of Large Language Models (LLMs) have shown promise in augmenting programming using natural interactions. However, while LLMs are proficient in compiling common usage patterns into a programming language, e.g., Python, it remain... | [
19747,
13510,
23276,
37740,
22578,
33853,
36754,
3609,
634,
17789,
1854,
42270
] | Test |
45,363 | 24 | Title: In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation
Abstract: Out-of-distribution (OOD) detection is the problem of identifying inputs which are unrelated to the in-distribution task. The OOD detection performance when the in-distribution (ID) is ImageNet-1K is commonly being tested on a small ra... | [
18945,
29307,
42651,
23727
] | Train |
45,364 | 10 | Title: Generating Language Corrections for Teaching Physical Control Tasks
Abstract: AI assistance continues to help advance applications in education, from language learning to intelligent tutoring systems, yet current methods for providing students feedback are still quite limited. Most automatic feedback systems eit... | [
7657,
38091,
11548,
39823
] | Validation |
45,365 | 2 | Title: Explorations in Subexponential non-associative non-commutative Linear Logic (extended version)
Abstract: In a previous work we introduced a non-associative non-commutative logic extended by multimodalities, called subexponentials, licensing local application of structural rules. Here, we further explore this sys... | [] | Validation |
45,366 | 16 | Title: Human from Blur: Human Pose Tracking from Blurry Images
Abstract: We propose a method to estimate 3D human poses from substantially blurred images. The key idea is to tackle the inverse problem of image deblurring by modeling the forward problem with a 3D human model, a texture map, and a sequence of poses to de... | [] | Train |
45,367 | 25 | Title: Say Goodbye to RNN-T Loss: A Novel CIF-based Transducer Architecture for Automatic Speech Recognition
Abstract: RNN-T models are widely used in ASR, which rely on the RNN-T loss to achieve length alignment between input audio and target sequence. However, the implementation complexity and the alignment-based opt... | [] | Test |
45,368 | 4 | Title: Blockchain technology research and application: a systematic literature review and future trends
Abstract: Blockchain, as the basis for cryptocurrencies, has received extensive attentions recently. Blockchain serves as an immutable distributed ledger technology which allows transactions to be carried out credibl... | [
24707
] | Validation |
45,369 | 31 | Title: Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard
Abstract: BEIR is a benchmark dataset for zero-shot evaluation of information retrieval models across 18 different domain/task combinations. In recent years, we have witnessed the growing popularity of a representation learning... | [
2417,
9804
] | Train |
45,370 | 31 | Title: Self-Sampling Training and Evaluation for the Accuracy-Bias Tradeoff in Recommendation
Abstract: Research on debiased recommendation has shown promising results. However, some issues still need to be handled for its application in industrial recommendation. For example, most of the existing methods require some ... | [] | Test |
45,371 | 24 | Title: IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making
Abstract: Market making (MM) has attracted significant attention in financial trading owing to its essential function in ensuring market liquidity. With strong capabilities in sequential decision... | [] | Train |
45,372 | 13 | Title: Online Spatio-Temporal Learning with Target Projection
Abstract: Recurrent neural networks trained with the backpropagation through time (BPTT) algorithm have led to astounding successes in various temporal tasks. However, BPTT introduces severe limitations, such as the requirement to propagate information backw... | [
33811
] | Train |
45,373 | 3 | Title: Impacts of Differential Privacy on Fostering more Racially and Ethnically Diverse Elementary Schools
Abstract: In the face of increasingly severe privacy threats in the era of data and AI, the US Census Bureau has recently adopted differential privacy, the de facto standard of privacy protection for the 2020 Cen... | [
22944,
2182
] | Test |
45,374 | 9 | Title: Unprovability of Strong Complexity Lower Bounds in Bounded Arithmetic
Abstract: While there has been progress in establishing the unprovability of complexity statements in lower fragments of bounded arithmetic, understanding the limits of Jerabek’s theory APC1 (2007) and of higher levels of Buss’s hierarchy S2i ... | [] | Train |
45,375 | 27 | Title: Integrated Ray-Tracing and Coverage Planning Control using Reinforcement Learning
Abstract: In this work we propose a coverage planning control approach which allows a mobile agent, equipped with a controllable sensor (i.e., a camera) with limited sensing domain (i.e., finite sensing range and angle of view), to... | [
6352,
29778,
38244,
5581
] | Train |
45,376 | 4 | Title: Fast and Frobenius: Rational Isogeny Evaluation over Finite Fields
Abstract: Consider the problem of efficiently evaluating isogenies $\phi: E \to E/H$ of elliptic curves over a finite field $\mathbb{F}_q$, where the kernel $H = \langle G\rangle$ is a cyclic group of odd (prime) order: given $E$, $G$, and a poin... | [] | Train |
45,377 | 16 | Title: Learn the Force We Can: Multi-Object Video Generation from Pixel-Level Interactions
Abstract: We propose a novel unsupervised method to autoregressively generate videos from a single frame and a sparse motion input. Our trained model can generate realistic object-to-object interactions and separate the dynamics ... | [] | Test |
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