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compressing neural network architectures is important to allow the deployment of models to embedded or mobile devices, and pruning and quantization are the major approaches to compress neural networks nowadays. both methods benefit when compression parameters are selected specifically for each layer. finding good combi...
arxiv:2212.07818
we present synthetic line observations of a simulated molecular cloud, utilising a self - consistent treatment of the dynamics and time - dependent chemical evolution. we investigate line emission from the three most common co isotopologues ( $ ^ { 12 } $ co, $ ^ { 13 } $ co, c $ ^ { 18 } $ o ) and six supposed tracers...
arxiv:2406.06702
" neither sherlock holmes nor babylon : a reassessment of plimpton 322 ". historia math. 28 ( 3 ) : 167 – 206. doi : 10. 1006 / hmat. 2001. 2317. mr 1849797. robson, e. ( 2002 ). " words and pictures : new light on plimpton 322 ". american mathematical monthly. 109 ( 2 ). washington : 105 – 120. doi : 10. 1080 / 000298...
https://en.wikipedia.org/wiki/Babylonian_mathematics
it is shown that the supergravity moduli spaces of d1 - d5 and d2 - d6 brane systems coincide with those of the coulomb branches of the associated non - abelian gauge theories. we further discuss situations in which worldvolume brane actions include a potential term generated by probing certain supergravity backgrounds...
arxiv:hep-th/0007083
we compute the three - graviton tree amplitude in type iib superstring theory compactified to six dimensions using the manifestly ( 6d ) supersymmetric berkovits - vafa - witten worldsheet variables. we consider two cases of background geometry : the flat space example r6xk3, and the curved example ads3xs3xk3 with ramo...
arxiv:hep-th/0201027
the solar electron and proton telescope ( sept ) aboard the solar terrestrial relations observatory ( stereo ) is designed to provide the three - dimensional distribution of energetic electrons and protons with good energy and time resolution. each sept instrument consists of two double - ended magnet / foil particle t...
arxiv:1801.09513
in many applications, it is needed to change the topology of a tensor network directly and without approximation. this work will introduce a general scheme that satisfies these needs. we will describe the procedure by two examples and show its efficiency in terms of memory consumption and speed in various numerical exp...
arxiv:1203.1503
we explore a new method to calculate the valence light - front wave function of a system of two interacting particles, which is based on contour deformations combined with analytic continuation methods to project the bethe - salpeter wave function onto the light front. in this proof - of - concept study, we solve the b...
arxiv:2112.04858
we study automorphisms and representations of quasi polynomial algebras ( qpas ) and quasi laurent polynomial algebras ( qlpas ). for any qlpa defined by an arbitrary skew symmetric integral matrix, we explicitly describe its automorphism groups at generic $ q $ and at roots of unity. any qlpa is isomorphic to the tens...
arxiv:2203.00208
using optical orientation to manipulate magnetic moments in matter with light is a key objective in opto - spintronics, however, realizations of such control on ultrafast timescales are limited. here, we report ultrafast optical control of magnetic moment orientation in magnetically doped metal halide perovskites. empl...
arxiv:2406.19127
several simulations of turbulence in the large plasma device ( lapd ) [ w. gekelman et al., rev. sci. inst. 62, 2875 ( 1991 ) ] are energetically analyzed and compared with each other and with the experiment. the simulations use the same model, but different axial boundary conditions. they employ either periodic, zero ...
arxiv:1301.0536
nonsmooth nonconvex - concave minimax problems have attracted significant attention due to their wide applications in many fields. in this paper, we consider a class of nonsmooth nonconvex - concave minimax problems on riemannian manifolds. owing to the nonsmoothness of the objective function, existing minimax manifold...
arxiv:2505.02140
understanding the dynamics of truck volumes and activities across the skeleton traffic network is pivotal for effective traffic planning, traffic management, sustainability analysis, and policy making. yet, relying solely on average annual daily traffic volume for trucks cannot capture the temporal changes over time. r...
arxiv:2411.00789
despite significant progress in the theory and practice of program analysis, analysing properties of heap data has not reached the same level of maturity as the analysis of static and stack data. the spatial and temporal structure of stack and static data is well understood while that of heap data seems arbitrary and i...
arxiv:cs/0608104
starting from a recently proposed linear formulation in terms of auxiliary fields, we study $ n $ - field generalizations of born and born - infeld theories. in this description the lagrangian is quadratic in the vector field strengths and the symmetry properties ( including the characteristic self - duality ) of the c...
arxiv:1609.07399
recently, the static spherically symmetric solution of the gravitational field equations have been found in theories describing massive graviton with spontaneous breaking of the lorentz invariance. these solutions, which show off two integration constants instead of one in general relativity, are discussed. they are ca...
arxiv:0905.0819
in this study, we have shown autonomous long - term prediction with a spintronic physical reservoir. due to the short - term memory property of the magnetization dynamics, non - linearity arises in the reservoir states which could be used for long - term prediction tasks using simple linear regression for online traini...
arxiv:2304.03343
the two - dimensional homogeneous euclidean algorithm is the central motivation for the definition of the classical multidimensional continued fraction algorithms, as jacobi - perron, poincar \ ' e, brun and selmer algorithms. the rauzy induction, a generalization of the euclidean algorithm, is a key tool in the study ...
arxiv:1104.3980
physicists and philosophers are increasingly prone to regarding our current physical theories as providing ' effective descriptions ' of real - world systems. in the context of quantum gravity research, this fuels a common view that the classical spacetime theory of general relativity provides effective descriptions wh...
arxiv:2410.00932
we study the effect of magnetism and perpendicular external electric field strengths on the energy gap of length confined bilayer graphene nanoribbons ( or nanoflakes ) as a function of ribbon width and length using a \ textit { first principles } density functional electronic structure method and a semi - local exchan...
arxiv:0910.2719
trypanosoma cruzi and giardia intestinalis are two human pathogens and protozoan parasites responsible for the diseases chagas disease and giardiasis, respectively. both diseases cause suffering and illness in several million individuals. the former disease occurs primarily in south america and central america, and the...
arxiv:1211.4210
a d5 elliptic fibration is a fibration whose generic fiber is modeled by the complete intersection of two quadric surfaces in p3. they provide simple examples of elliptic fibrations admitting a rich spectrum of singular fibers ( not all on the list of kodaira ) without introducing singularities in the total space of th...
arxiv:1110.6177
in this letter we consider the fluctuation induced force exerted between two plates separated by a distance $ l $ in a fluid with a temperature gradient. we predict that, for a range of distances $ l $, this non - equilibrium force is anomalously large compared to other casimir forces. the physical reason is that corre...
arxiv:1302.4704
currently, there are a number of light - shining - through - walls experiments searching for hidden photons - - light, sub - ev - scale, abelian gauge bosons beyond the standard model which mix kinetically with the standard photon. we show that in the case that one of these experiments finds evidence for hidden photons...
arxiv:0903.5300
the hot intracluster plasma in clusters of galaxies is weakly magnetized. mergers between clusters produce gas compression and motions which can increase the magnetic field strength. in this work, we perform high - resolution non - radiative magnetohydrodynamics simulations of binary galaxy cluster mergers with magneti...
arxiv:1904.10024
torus orbifolds are topological generalization of symplectic toric orbifolds. we give a construction of smooth orbifolds with torus actions whose boundary is a disjoint union of torus orbifolds using toric topological method. as a result, we show that any orientable locally standard torus orbifold is equivariantly cobo...
arxiv:1905.07924
in this letter, i present the motivation and an example analysis method for discovering the elastic production of top - quark pairs at the lhc using forward proton tags, including an overview of the current theoretical tools and experimental acceptance. i show that it is possible to discover the semi - elastic process ...
arxiv:2008.04249
embryonic development involves pattern formation characterized by the emergence of spatially localized domains characterized by distinct cell fates resulting from differential gene expression. the boundaries demarcating these domains are precise and consistent within a species despite stochastic fluctuations in the mor...
arxiv:2110.12927
growing evidence shows that proactive content moderation supported by ai can help improve online discourse. however, we know little about designing these systems, how design impacts efficacy and user experience, and how people perceive proactive moderation across public and private platforms. we developed a mobile keyb...
arxiv:2401.10627
a method for bounding the rate of bit - stuffing encoders for 2 - d constraints is presented. instead of considering the original encoder, we consider a related one which is quasi - stationary. we use the quasi - stationary property in order to formulate linear requirements that must hold on the probabilities of the co...
arxiv:0906.2372
let $ x $ be the constrained random walk on $ { \ mathbb z } _ + ^ 2 $ with increments $ ( 1, 0 ) $, $ ( - 1, 0 ) $, $ ( 0, 1 ) $ and $ ( 0, - 1 ) $ ; $ x $ represents, at arrivals and service completions, the lengths of two queues working in parallel whose service and interarrival times are exponentially distributed w...
arxiv:1806.00686
in multimedia broadcasting, no - reference image quality assessment ( nr - iqa ) is used to indicate the user - perceived quality of experience ( qoe ) and to support intelligent data transmission while optimizing user experience. this paper proposes an improved no - reference light field image quality assessment ( nr ...
arxiv:2412.07079
we establish necessary optimality conditions for variational problems with a lagrangian depending on a combined caputo derivative of variable fractional order. the endpoint of the integral is free, and thus transversality conditions are proved. several particular cases are considered illustrating the new results.
arxiv:1501.02082
let m be a six dimensional manifold, endowed with a cohomogeneity one action of g = su _ 2 x su _ 2, and m _ reg its subset of regular points. we show that m _ reg admits a smooth, 2 - parameter family of g - invariant, non - isometric strict nearly kaehler structures and that a 1 - parameter subfamily of such structur...
arxiv:1011.4681
quantization of electrodynamics in curved space - time in the lorenz gauge and with arbitrary gauge parameter makes it necessary to study green functions of non - minimal operators with variable coefficients. starting from the integral representation of photon green functions, we link them to the evaluation of integral...
arxiv:hep-th/0310049
a proof of the quantum $ h $ - theorem taking into account nonextensive effects on the quantum entropy $ s ^ q _ q $ is shown. the positiveness of the time variation of $ s ^ q _ q $ combined with a duality transformation implies that the nonextensive parameter $ q $ lies in the interval [ 0, 2 ]. it is also shown that...
arxiv:0908.0965
. 0 skin on top. the phone comes with qualcomm snapdragon 8 + gen 1 chipset. = = = = phone ( 2a ) = = = = nothing announced its budget smartphone, the " phone ( 2a ) ", on 5 march 2024. it came with the mediatek dimensity 7200 pro chipset running android 14 and with user interface nothingos 2. 5, a 6. 7 - inch 120 - hz...
https://en.wikipedia.org/wiki/Nothing_(company)
at the molecular scale there are strong attractive interactions between surfaces, yet few macroscopic surfaces are sticky. extensive simulations of contact by adhesive surfaces with roughness on nanometer to micrometer scales are used to determine how roughness reduces the area where atoms contact and thus weakens adhe...
arxiv:1311.1178
deep neural network ( dnn ) has achieved great success on datasets of closed class set. however, new classes, like new categories of social media topics, are continuously added to the real world, making it necessary to incrementally learn. this is hard for dnn because it tends to focus on fitting to new classes while i...
arxiv:2308.02346
event cameras are novel neuromorphic vision sensors with ultrahigh temporal resolution and low latency, both in the order of microseconds. instead of image frames, event cameras generate an asynchronous event stream of per - pixel intensity changes with precise timestamps. the resulting sparse data structure impedes ap...
arxiv:2105.00480
for every mapping of a perturbed spacetime onto a background and with any vector field $ \ xi $ we construct a conserved covariant vector density $ i ( \ xi ) $, which is the divergence of a covariant antisymmetric tensor density, a " superpotential ". $ i ( \ xi ) $ is linear in the energy - momentum tensor perturbati...
arxiv:gr-qc/0504041
suppose that $ k $ is a field of characteristic 0, $ p $ is an odd prime, $ r $ a positive integer, $ q = p ^ r $ a prime power. suppose that $ f ( x ) $ is a polynomial of degree $ n > 4 $ with coefficients in $ k $ and without multiple roots. let us consider the superelliptic curve $ c : y ^ q = f ( x ) $ and its jac...
arxiv:0910.2676
in this paper we explore the digital security experiences of marginalised populations in lebanon such as lgbtqi + identifying people, refugees and women. we situate our work in the post - conflict lebanese context, which is shaped by sectarian divides, failing governance and economic collapse. we do so through an ethno...
arxiv:2306.10149
the affine grassmannian of $ sl _ n $ admits an embedding into the sato grassmannian, which further admits a pl \ " ucker embedding into the projectivization of fermion fock space. kreiman, lakshmibai, magyar, and weyman describe the linear part of the ideal defining this embedding in terms of certain elements of the d...
arxiv:1708.06076
we show that monolayer graphene intrinsically hosts higher - order topological corner states, in which electrons are localized topologically at atomic sizes. the emergence of the topological corner states in graphene is due to a nontrivial product of the zak phases for two independent directions, which can be handily c...
arxiv:2009.08195
the network of contacts in space - filling disk packings, such as the apollonian packing, are examined. these networks provide an interesting example of spatial scale - free networks, where the topology reflects the broad distribution of disk areas. a wide variety of topological and spatial properties of these systems ...
arxiv:cond-mat/0407779
we study ordinary differential equations in the complex domain given by meromorphic vector fields on k \ " ahler compact complex surfaces. we prove that if such an equation has a maximal single valued solution with zariski - dense image ( in particular, if it has an entire one ) then, up to a bimeromorphic transformati...
arxiv:1603.02288
a distinguishability operator is defined for the continuous - time quantum walk ( ctqw ) of a bipartite quantum walker on two simply connected graphs, $ w _ { g _ i, g _ j } = u _ { g _ i } \ left ( t \ right ) \ otimes u _ { g _ j } \ left ( t ' \ right ) - u _ { g _ j } \ left ( t ' \ right ) \ otimes u _ { g _ i } \...
arxiv:1610.08421
the rapid growth in user generated content on social media has resulted in a significant rise in demand for automated content moderation. various methods and frameworks have been proposed for the tasks of hate speech detection and toxic comment classification. in this work, we combine common datasets to extend these ta...
arxiv:2303.15110
we revisit the sgoldstino interpretation of the diphoton excess in the context of gauge mediation. while the bound on the gluino mass might seem to make the sgoldstino contribution to the diphoton excess unobservable, we show that the interpretation is viable in a thin, near critical region of the parameter space. this...
arxiv:1603.05682
in this note we consider high energy eigenfunctions of the harmonic oscillator in $ \ mathbb { r } ^ d $ and prove that any invariant measure on the energy surface can be written as a weak limit of eigenfunctions.
arxiv:1905.07763
we study proton - lead collisions with a new model for the fock states of the incoming proton. the number of collisions which the proton experiences selects the appropriate fock state of the proton which generates a multiple of pp - like rapidity distributions. we take as input the pp maximum entropy distributions shif...
arxiv:1705.04533
we show how to apply ideas from the theory of rough paths to the analysis of low - regularity solutions to non - linear dispersive equations. our basic example will be the one dimensional korteweg - - de vries ( kdv ) equation on a periodic domain and with initial condition in $ \ ff l ^ { \ alpha, p } $ spaces. we dis...
arxiv:math/0610006
both uncorrelated ( " sequential " ) and correlated ( " nonsequential " ) processes contribute to the double ionization of the helium atom in strong laser pulses. the double ionization probability has a characteristic " knee " shape as a function of the intensity of the pulse. we investigate the phase - space dynamics ...
arxiv:0905.0181
in this work, we consider a linear age - structured problem with diffusion and non - homogeneous boundary conditions both for the age and the space variables. we handle this linear problem by re - writing it as a non - densely defined abstract cauchy problem. to that aim we develop a new result on the closedness of a c...
arxiv:2105.07479
using v band photometry of the wings survey, we derive galaxy luminosity functions ( lf ) in nearby clusters. this sample is complete down to mv = - 15. 15, and it is homogeneous, thus allowing the study of an unbiased sample of clusters with different characteristics. we constructed the photometric lf for 72 out of th...
arxiv:1506.01201
community detection is of great importance for understand - ing graph structure in social networks. the communities in real - world networks are often overlapped, i. e. some nodes may be a member of multiple clusters. how to uncover the overlapping communities / clusters in a complex network is a general problem in dat...
arxiv:1501.01780
a long - standing conjecture asserts that there exists a constant $ c > 0 $ such that every graph of order $ n $ without isolated vertices contains an induced subgraph of order at least $ cn $ with all degrees odd. scott ( 1992 ) proved that every graph $ g $ has an induced subgraph of order at least $ | v ( g ) | / ( ...
arxiv:1707.04812
a real anti - symmetric tensor field was introduced to realize a holographic magnetic ordered phase in our previous works. however, a more careful analysis shows there is a vector ghost in the model. in this paper we present a modified lagrangian density for the anti - symmetric tensor, which is ghost free and causalit...
arxiv:1504.00855
we re - analyse the bu \ v { z } ek - hillery universal quantum cloning machine protocol and show that it allows better values for fidelity and hilbert - schmidt norm than hitherto reported. this higher value for the fidelity is identical to the maximum fidelity of phase covariant quantum cloning of bru \ ss - cinchett...
arxiv:1405.5529
a decidability proof for bisimulation equivalence of first - order grammars is given. it is an alternative proof for a result by s \ ' enizergues ( 1998, 2005 ) that subsumes his affirmative solution of the famous decidability question for deterministic pushdown automata. the presented proof is conceptually simpler, an...
arxiv:1812.03518
we present chemical abundances for 17 elements in a sample of 11 red giant branch stars in ngc 6362 from uves spectra. ngc 6362 is one of the least massive globulars where multiple populations have been detected, yet its detailed chemical composition has not been investigated so far. ngc 6362 turns out to be a metal - ...
arxiv:1703.00385
key - value ( kv ) caching has emerged as a crucial optimization technique for accelerating inference in large language models ( llms ). by allowing the attention operation to scale linearly rather than quadratically with the total sequence length, kv caching significantly enhances generation throughput. however, due t...
arxiv:2503.00022
we investigate experimentally and theoretically the dynamics of a crack front during the micro - instabilities taking place in heterogeneous materials between two successive equilibrium positions. we focus specifically on the spatio - temporal evolution of the front, as it relaxes to a straight configuration, after dep...
arxiv:1807.11302
we report on unusually very hard spectral states in three confirmed neutron - star low - mass x - ray binaries ( 1rxs j180408. 9 - 342058, exo 1745 - 248, and igr j18245 - 2452 ) at a luminosity between ~ 10 ^ { 36 - 37 } erg s ^ { - 1 }. when fitting the swift x - ray spectra ( 0. 5 - 10 kev ) in those states with an ...
arxiv:1703.09497
the integration of artificial intelligence ( ai ) into the workplace is advancing rapidly, necessitating robust metrics to evaluate its tangible impact on the labour market. existing measures of ai occupational exposure largely focus on ai ' s theoretical potential to substitute or complement human labour on the basis ...
arxiv:2412.04924
plasmonic phenomena are exhibited in light - matter interaction involving materials whose real parts of permittivity functions attain negative values at operating wavelengths. however, such materials usually suffer from dissipative losses, thus limiting the performance of plasmon - based optical devices. here, we utili...
arxiv:1512.01066
we introduce a nonlocal control condition and the notion of approximate controllability for fractional order quasilinear control inclusions. approximate controllability of a fractional control nonlocal delay quasilinear functional differential inclusion in a hilbert space is studied. the results are obtained by using t...
arxiv:1405.6591
neural machine translation ( nmt ) models are sensitive to small perturbations in the input. robustness to such perturbations is typically measured using translation quality metrics such as bleu on the noisy input. this paper proposes additional metrics which measure the relative degradation and changes in translation ...
arxiv:2005.00580
we continue our study of ends of non - compact manifolds, with a focus on the inward tameness condition. for manifolds with compact boundary, inward tameness, has significant implications. for example, such manifolds have stable homology at infinity in all dimensions. we show that these manifolds have ' almost perfectl...
arxiv:1509.00918
deep visual odometry, despite extensive research, still faces limitations in accuracy and generalizability that prevent its broader application. to address these challenges, we propose an oriented fast and rotated brief ( orb ) - guided visual odometry with selective online adaptation named orb - sfmlearner. we present...
arxiv:2409.11692
in any periodic direction on the regular pentagon billiard table, there exists two combinatorially different billiard paths, with one longer than the other. for each periodic direction, mcmullen asked if one could determine whether the periodic trajectory through a given point is long, short, or a saddle connection. in...
arxiv:2111.09856
a semiclassical approach for calculating shell effects, that has been used in atomic and plasma physics, is applied to describe the electronic supershells in metal clusters. using the spherical jellium model we give the analytical expression for the oscillating part of the binding energy of electrons as an explicit sum...
arxiv:cond-mat/0001116
optimal locally repairable codes with information locality are considered. optimal codes are constructed, whose length is also order - optimal with respect to a new bound on the code length derived in this paper. the length of the constructed codes is super - linear in the alphabet size, which improves upon the well kn...
arxiv:2001.02909
this paper presents a new array response control scheme named complex - coefficient weight vector orthogonal decomposition ( $ \ textrm { c } ^ 2 \ textrm { - word } $ ) and its application to pattern synthesis. the proposed $ \ textrm { c } ^ 2 \ textrm { - word } $ algorithm is a modified version of the existing word...
arxiv:1807.06716
information diffusion and virus propagation are fundamental processes taking place in networks. while it is often possible to directly observe when nodes become infected with a virus or adopt the information, observing individual transmissions ( i. e., who infects whom, or who influences whom ) is typically very diffic...
arxiv:1006.0234
we consider the \ emph { focusing } nonlinear schr \ " odinger equation posed on the one dimensional line, with nonzero background condition at spatial infinity, given by a homogeneous plane wave. for this problem of physical interest, we study the initial value problem for perturbations of the background wave in sobol...
arxiv:1608.08169
in this paper we show that evolution algebras over any given field $ \ bbbk $ are universally finite. in other words, given any finite group $ g $, there exist infinitely many regular evolution algebras $ x $ such that $ aut ( x ) \ cong g $. the proof is built upon the construction of a covariant faithful functor from...
arxiv:2002.03338
existence of a local trivialization. = = = maps between spheres = = = a large class of examples of submersions are submersions between spheres of higher dimension, such as f : s n + k → s k { \ displaystyle f : s ^ { n + k } \ to s ^ { k } } whose fibers have dimension n { \ displaystyle n }. this is because the fibers...
https://en.wikipedia.org/wiki/Submersion_(mathematics)
most published information systems research are of the behavioral science research ( bsr ) category rather than the design science research ( dsr ) category. this is due in part to the bsr orientation of many is doctoral programs, which often do not involve much technical courses. this includes is doctoral programs tha...
arxiv:2408.07230
view augustine ' s scriptural commentaries as endorsing any particular cosmological model, endorsing instead the view that augustine shared the common view of his contemporaries that the earth is spherical, in line with his endorsement of science in de genesi ad litteram. c. p. e. nothaft, responding to writers like le...
https://en.wikipedia.org/wiki/Flat_Earth
although the conditional variational autoencoder ( cvae ) model can generate more diversified responses than the traditional seq2seq model, the responses often have low relevance with the input words or are illogical with the question. a causal analysis is carried out to study the reasons behind, and a methodology of s...
arxiv:2209.09482
we study the formation of a sunspot penumbra in the active region noaa11024. we simultaneously observed the stokes parameters of the photospheric iron lines at 1089. 6 nm with the tip and 617. 3 nm with the gfpi spectropolarimeters along with broad - band images using g - band and caiik filters at the german vtt. the f...
arxiv:1111.3189
canonical correlation analysis ( cca ) describes the associations between two sets of variables by maximizing the correlation between linear combinations of the variables in each data set. however, in high - dimensional settings where the number of variables exceeds the sample size or when the variables are highly corr...
arxiv:1501.01231
we present a data - driven analysis of the resonant s - wave $ \ pi \ pi \ to \ pi \ pi $ and $ \ pi k \ to \ pi k $ reactions using the partial - wave dispersion relation. the contributions from the left - hand cuts are accounted for using the taylor expansion in a suitably constructed conformal variable. the fits are...
arxiv:2012.11636
the goal of this paper is text - independent speaker verification where utterances come from ' in the wild ' videos and may contain irrelevant signal. while speaker verification is naturally a pair - wise problem, existing methods to produce the speaker embeddings are instance - wise. in this paper, we propose cross at...
arxiv:2008.05983
location data is inherently uncertain for many reasons including 1 ) imprecise location measurements, 2 ) obsolete observations that are often interpolated, and 3 ) deliberate obfuscation to preserve location privacy. what makes handling uncertainty data challenging is the exponentially large number of possible worlds,...
arxiv:2112.06344
based on the assumption that there exists a neural network that efficiently represents a set of boolean functions between all binary inputs and outputs, we propose a process for developing and deploying neural networks whose weight parameters, bias terms, input, and intermediate hidden layer output signals, are all bin...
arxiv:1601.06071
bosons carrying a conserved charge can form stable bound states if their lagrangian contains attractive self - interactions. bound - state configurations with a large charge $ q $ can be described classically and are denoted as q - balls, their properties encoded in a non - linear differential equation. here, we study ...
arxiv:2211.00021
neutron stars could contain a mixture of ordinary nuclear matter and dark matter, such that dark matter could influence observable properties of the star, such as its mass and radius. we study these dark matter admixed neutron stars for two choices of dark matter : a free fermi gas and mirror dark matter. in addition t...
arxiv:2102.08257
we present a calculation of the quark distribution amplitudes ( das ), the gegenbauer moments, and decay constants for $ \ pi, \ rho, k $ and $ k ^ * $ mesons using the light - front quark model. while the quark da for $ \ pi $ is somewhat broader than the asymptotic one, that for $ \ rho $ meson is very close to the a...
arxiv:hep-ph/0701177
we consider the recursion relation for loop integrands in planar n = 4 sym generated by an all - line shift of momentum twistors. we examine the behaviour of the rational loop integrands when the shift parameter becomes large, and find that a valid recursion relation may be obtained in all cases. the recursion relation...
arxiv:1010.5921
we study two basic problems regarding edit error, i. e. document exchange and error correcting codes for edit errors ( insdel codes ). for message length $ n $ and edit error upper bound $ k $, it is known that in both problems the optimal sketch size or the optimal number of redundant bits is $ \ theta ( k \ log \ fra...
arxiv:1804.05776
this paper explores the moral judgment and moral reasoning abilities exhibited by large language models ( llms ) across languages through the defining issues test. it is a well known fact that moral judgment depends on the language in which the question is asked. we extend the work of beyond english, to 5 new languages...
arxiv:2402.02135
this book deals with functions allowing to express the dissimilarity ( discrepancy ) between two data fields or ' ' divergence functions ' ' with the aim of applications to linear inverse problems. most of the divergences found in the litterature are used in the field of information theory to quantify the difference be...
arxiv:2003.01411
the effectiveness of intrusion detection systems ( ids ) is critical in an era where cyber threats are becoming increasingly complex. machine learning ( ml ) and deep learning ( dl ) models provide an efficient and accurate solution for identifying attacks and anomalies in computer networks. however, using ml and dl mo...
arxiv:2402.00839
exploiting long - range contextual information is key for pixel - wise prediction tasks such as semantic segmentation. in contrast to previous work that uses multi - scale feature fusion or dilated convolutions, we propose a novel graph - convolutional network ( gcn ) to address this problem. our dual graph convolution...
arxiv:1909.06121
we introduce a renormalized 1pi vertex part scalar field theory setting in momentum space to computing the critical exponents $ \ nu $ and $ \ eta $, at least at two - loop order, for a layered parallel plate geometry separated by a distance l, with periodic as well as antiperiodic boundary conditions on the plates. we...
arxiv:1103.1661
quivers play an important role in the representation theory of algebras, with a key ingredient being the path algebra and the preprojective algebra. quiver grassmannians are varieties of submodules of a fixed module of the path or preprojective algebra. in the current paper, we study these objects in detail. we show th...
arxiv:0909.3746
the box - ball system ( bbs ) is a simple model of soliton interaction introduced by takahashi and satsuma in the 1990s. recent work of the authors, together with tsuyoshi kato and satoshi tsujimoto, derived various families of invariant measures for the bbs based on two - sided stationary markov chains. in this articl...
arxiv:1905.00186