Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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6,721 to 6,780 of 117,735

Unveiling Transformers with LEGO: a synthetic reasoning task
Yi Zhang, Arturs Backurs, Sébastien Bubeck +3
cs.LGcs.AIcs.CLarXiv:2206.04301v32022
RangeRectQuant: Compressing Scientific Fields for Every Future Rectangular Sum
Jiahao Zhang, Xinling Wen, Yu Chen
cs.CVarXiv:2610.36873v12026
CADonatello: Towards Real-World Multi-Part 3D CAD Reconstruction
Ahmet Serdar Karadeniz, Dimitrios Mallis, Parsa Akbari Chianeh +3
cs.CVarXiv:2610.33575v12026
Fiber-Resolved Microstructure Quantification from Multi-Shell Diffusion MRI using Detection Transformers
Sebastian Endt, Marcus Wirth, Johannes Reinhold Schlund +1
cs.CVcs.LGphysics.med-pharXiv:2609.39184v12026
Holomorphic Cauchy Networks for Efficient Stationary Tail Computation in High-Dimensional Reflected Brownian Motions
Kehan Wang
cs.LGcs.NAmath.NAarXiv:2610.36558v12026
Learning Where to Trust: Reliability-Guided Expert Routing and Velocity Gating for 3D Deformable Registration
Chenyu Guo, Wenjie Dai, Yiqian Chang +3
cs.AIcs.CVarXiv:2610.36672v12026
MotionWeave: Learning Motion-Centered Future Dynamics for Vision-Language-Action Policies
Jingqiu Wang, Yan Wang
cs.ROcs.CVcs.LGarXiv:2609.39324v12026
Concept Subspaces Compute Beyond the Logit Lens: A Weights-Only Test for Locating Representations Upstream of Readout
Aojie Yuan, Zhiyuan Julian Su, Haiyue Zhang +1
cs.CLcs.LGarXiv:2609.39263v12026
Discrete Score Matching Enables Causal Discovery from Count Data
Euijong Song, Hyewon Park, Gunwoong Park
stat.MLcs.LGarXiv:2609.39326v12026
Causal graphical models in systems genetics: A unified framework for joint inference of causal network and genetic architecture for correlated phenotypes
Elias Chaibub Neto, Mark P. Keller, Alan D. Attie +1
stat.AParXiv:1010.1402v12010
Simulating non-Markovian stochastic processes
Marian Boguna, Luis F. Lafuerza, Raul Toral +1
cond-mat.dis-nnphysics.soc-pharXiv:1310.0926v32013
Bounds on polynomial approximations of the discrete logarithm function
Swastik Kopparty, Rishabh Kothary, Ashutosh Shankar
cs.CCcs.CRarXiv:2610.33452v12026
Believing in BERT: Using expressive communication to enhance trust and counteract operational error in physical Human-Robot Interaction
Adriana Hamacher, Nadia Bianchi-Berthouze, Anthony G. Pipe +1
cs.ROcs.HCarXiv:1605.08817v32016
Implicit Discourse Relation Classification via Multi-Task Neural Networks
Yang Liu, Sujian Li, Xiaodong Zhang +1
cs.CLcs.AIcs.NEarXiv:1603.02776v12016
Asymptotic Properties of Support Vector Machines in High-Dimension, Low-Sample-Size Settings under a Spiked Model
Yugo Nakayama
stat.MLcs.LGarXiv:2609.39173v12026
Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135)
Xiaolin Wu, Xi Zhang
cs.CVarXiv:1611.04135v32016
Training-Free Affinity Fusion of Neural and Embedding-Based Speaker Diarization
Yehoshua Dissen, Joseph Keshet, Eduard Golshtein
cs.SDcs.LGarXiv:2609.39162v12026
A Width-Matched Comparison of Hybrid Quantum-Classical Self-Supervised Learning for Fingerprint Recognition
Maria S. Edwards, Kidwell Dlamini, Pin-An Lin +2
quant-phcs.LGarXiv:2609.39172v22026
Blind Predicting Similar Quality Map for Image Quality Assessment
Da Pan, Ping Shi, Ming Hou +3
cs.CVarXiv:1805.08493v22018
VOSSA: Voiceprint Optimization for Streaming Speech Architectures
Mu-Ruei Tseng, Waris Quamer, Ghady Nasrallah +1
eess.AScs.CLcs.LGarXiv:2609.38887v22026
The Computational Assessment Stack: An Architecture for AI-Native Measurement
Alina A. von Davier
stat.APcs.SEarXiv:2610.33901v12026
Enhancing LLM-Based Vulnerability Detection via Representation-Aware Logical Ensemble
Francesco Crescenzo Grasso, Pietro Liguori, Roberto Natella +1
cs.CRarXiv:2610.33756v12026
Pacifo: An Efficient Fully Homomorphic Encryption-based Lightweight ResNet for Trustworthy Machine Learning as a Service
Yang Li, Gang He, Ruichen Zhang +2
cs.CRcs.AIarXiv:2610.33525v12026
OpenFlyV2: An onboard vision-language-action model for aerial perception and navigation
Junli Liu, Zhongrui You, Chenhui Li +9
cs.ROarXiv:2610.39287v12026
Minimax rates for learning spectral Barron functions by deep ReLU neural networks
Songqiu Ma, Yunfei Yang
stat.MLcs.LGcs.NAarXiv:2609.39020v12026
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale
Christian Ertler, Jerneja Mislej, Tobias Ollmann +3
cs.CVarXiv:1909.04422v22019
VulDec: Vulnerability Detection in Binaries via Neural Decompilation
Francesco Crescenzo Grasso, Pietro Liguori, Roberto Natella +1
cs.CRcs.LGcs.SEarXiv:2610.33716v12026
Coupled online learning as a way to tackle instabilities and biases in neural network parameterizations
Stephan Rasp
physics.ao-phphysics.comp-pharXiv:1907.01351v42019
RouteRec: Behavior-Guided Sparse Routing for Sequential Recommendation
Junyeong Song, Jaemin Yoo
cs.IRcs.LGarXiv:2609.39007v12026
A Generalized Training Approach for Multiagent Learning
Paul Muller, Shayegan Omidshafiei, Mark Rowland +12
cs.MAcs.AIcs.LGarXiv:1909.12823v22019
PMosFM: Preconditioned Manifold Matching for One-Step Physics-Constrained Generation
Zhangyong Liang, Haibin Ling
cs.LGarXiv:2609.40287v12026
Distribution Matching Distillation for Continuous Diffusion Language Models
Paul Le Van Kiem, Dario Shariatian, Umut Simsekli +1
cs.LGcs.CLstat.MLarXiv:2609.40235v12026
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production
Ben Saunders, Necati Cihan Camgoz, Richard Bowden
cs.CVarXiv:2203.15354v12022
LoViT: Long Video Transformer for Surgical Phase Recognition
Yang Liu, Maxence Boels, Luis C. Garcia-Peraza-Herrera +4
cs.CVcs.AIarXiv:2305.08989v32023
Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models
Md Zarif Hossain, Ahmed Imteaj
cs.CVcs.AIcs.CLarXiv:2407.14971v32024
What Remains OOD? OODConceptBench for Open-World Concept Recognition in Vision-Language Models
Zhiran Luo, Zhiyong Yang, Zitai Wang +3
cs.CVarXiv:2610.33564v12026
Quantum Closed Loop Inverse Kinematics Through Hilbert-Space Encoding of Robot Kinematics
Andrea Morghen, Pierluigi Arpenti, Roberto Schiattarella +2
cs.ROarXiv:2610.33715v12026
FreqPKC: Frequency-Aware PeakConv for Radar Semantic Segmentation
Yangyong Deng, Pengyu Zhang, Shaoqiu Song +2
cs.CVarXiv:2610.33504v12026
PhysInsert: Physically Plausible Object Insertion with Geometric Priors and Bidirectional Object-Scene Interactions
Yue Gong, Le Zhang, Rui Chen +5
cs.CVarXiv:2610.40453v12026
Learn-Then-Differentiate Gradient Estimation
Nifei Lin, Qingkai Zhang, L. Jeff Hong
stat.COcs.LGarXiv:2609.38842v12026
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior
Markus D. Foote, Philip E. Dennison, Andrew K. Thorpe +4
eess.IVcs.DCphysics.ao-pharXiv:2003.02978v12020
AB-Attention: Accurate Block Attention for Accelerating Video Diffusion Transformers
Bin Xu, Mo Zhang, Zhengfeiyang Zhang +6
cs.CVarXiv:2610.39663v12026
Disentangling Computation in Multi-Task Neural Networks with the Green's Operator
James Hazelden
cs.LGq-bio.NCarXiv:2609.40292v12026
XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System
Peiling Lu, Jie Wu, Jian Luan +2
eess.AScs.CLcs.LGarXiv:2006.06261v12020
GraphEBM: Molecular Graph Generation with Energy-Based Models
Meng Liu, Keqiang Yan, Bora Oztekin +1
cs.LGarXiv:2102.00546v22021
Near-Linear Accuracy Bounds for Moreau--Yosida Unadjusted Langevin Sampling
Yuchen Xin, Zhihua Zhang
cs.LGarXiv:2609.40193v12026
SentiWords: Deriving a High Precision and High Coverage Lexicon for Sentiment Analysis
Lorenzo Gatti, Marco Guerini, Marco Turchi
cs.CLarXiv:1510.09079v12015
Interlacing Families IV: Bipartite Ramanujan Graphs of All Sizes
Adam W. Marcus, Nikhil Srivastava, Daniel A. Spielman
math.COarXiv:1505.08010v12015
Beyond Model Ranking: Regime Diagnosis for Distributional-Statistical Misspecification in Industrial Time-Series Forecasting
Pengyu Nie, Chenglang Xu, Yaoshi Chen +4
cs.LGarXiv:2609.40117v12026
Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
Xin He, Liangliang You, Hongduan Tian +3
cs.AIcs.CEcs.LGarXiv:2510.05158v12025
A Hyper-Logical View on Multi-Agent Path Planning
Hadar Frenkel, Dor Atzmon
cs.MAcs.AIarXiv:2610.35964v12026
DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification
Linjie Xing, Yu Qiao
cs.CVarXiv:1606.06472v22016
From Spectra to Joint Schedules in LLM Pre-training: 3+3(+2) Scaling-Law Regimes
Yichen Wang, Fanghui Liu, Yudong Chen
cs.LGarXiv:2609.40148v22026
Frequency-Dependent Hybrid Digital and Microwave Linear Analog Computer (MiLAC) Beamforming for Multiuser MIMO-OFDM Systems
Yiyang Peng, Zheyu Wu, Bruno Clerckx
eess.SParXiv:2610.34603v12026
Software Engineering for AI-Driven Science
Lukas Twist, Xinjian Wu, Jingzhi Gong +8
cs.SEarXiv:2610.34573v12026
Honesty Testing of LLMs and AI Agents: A Vision for Software Engineering
Ying Xiao, Xinjian Wu, Lukas Twist +4
cs.SEarXiv:2610.34239v22026
Scalable Cox Regression via Grouped Risk Sets and Sharper LogSumExp Rates
Elizaveta Iashchinskaia, Egor Gladin
cs.LGmath.OCarXiv:2609.40120v12026
On the use of Harrell's C for clinical risk prediction via random survival forests
Matthias Schmid, Marvin Wright, Andreas Ziegler
stat.MLarXiv:1507.03092v22015
Gromov-Wasserstein Distillation for Inductive Multi-View Embedding
Rafael Pereira Eufrazio, Eduardo Fernandes Montesuma, Charles Casimiro Cavalcante
cs.LGstat.MLarXiv:2609.40047v12026
Thoughts on Massively Scalable Gaussian Processes
Andrew Gordon Wilson, Christoph Dann, Hannes Nickisch
cs.LGcs.AIstat.MEarXiv:1511.01870v12015

Every paper with a summary

Unveiling Transformers with LEGO: a synthetic reasoning task

RangeRectQuant: Compressing Scientific Fields for Every Future Rectangular Sum

CADonatello: Towards Real-World Multi-Part 3D CAD Reconstruction

Fiber-Resolved Microstructure Quantification from Multi-Shell Diffusion MRI using Detection Transformers

Holomorphic Cauchy Networks for Efficient Stationary Tail Computation in High-Dimensional Reflected Brownian Motions

Learning Where to Trust: Reliability-Guided Expert Routing and Velocity Gating for 3D Deformable Registration

MotionWeave: Learning Motion-Centered Future Dynamics for Vision-Language-Action Policies

Concept Subspaces Compute Beyond the Logit Lens: A Weights-Only Test for Locating Representations Upstream of Readout

Discrete Score Matching Enables Causal Discovery from Count Data

Causal graphical models in systems genetics: A unified framework for joint inference of causal network and genetic architecture for correlated phenotypes

Simulating non-Markovian stochastic processes

Bounds on polynomial approximations of the discrete logarithm function

Believing in BERT: Using expressive communication to enhance trust and counteract operational error in physical Human-Robot Interaction

Implicit Discourse Relation Classification via Multi-Task Neural Networks

Asymptotic Properties of Support Vector Machines in High-Dimension, Low-Sample-Size Settings under a Spiked Model

Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135)

Training-Free Affinity Fusion of Neural and Embedding-Based Speaker Diarization

A Width-Matched Comparison of Hybrid Quantum-Classical Self-Supervised Learning for Fingerprint Recognition

Blind Predicting Similar Quality Map for Image Quality Assessment

VOSSA: Voiceprint Optimization for Streaming Speech Architectures

The Computational Assessment Stack: An Architecture for AI-Native Measurement

Enhancing LLM-Based Vulnerability Detection via Representation-Aware Logical Ensemble

Pacifo: An Efficient Fully Homomorphic Encryption-based Lightweight ResNet for Trustworthy Machine Learning as a Service

OpenFlyV2: An onboard vision-language-action model for aerial perception and navigation

Minimax rates for learning spectral Barron functions by deep ReLU neural networks

The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale

VulDec: Vulnerability Detection in Binaries via Neural Decompilation

Coupled online learning as a way to tackle instabilities and biases in neural network parameterizations

RouteRec: Behavior-Guided Sparse Routing for Sequential Recommendation

A Generalized Training Approach for Multiagent Learning

PMosFM: Preconditioned Manifold Matching for One-Step Physics-Constrained Generation

Distribution Matching Distillation for Continuous Diffusion Language Models

Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production

LoViT: Long Video Transformer for Surgical Phase Recognition

Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models

What Remains OOD? OODConceptBench for Open-World Concept Recognition in Vision-Language Models

Quantum Closed Loop Inverse Kinematics Through Hilbert-Space Encoding of Robot Kinematics

FreqPKC: Frequency-Aware PeakConv for Radar Semantic Segmentation

PhysInsert: Physically Plausible Object Insertion with Geometric Priors and Bidirectional Object-Scene Interactions

Learn-Then-Differentiate Gradient Estimation

Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity Prior

AB-Attention: Accurate Block Attention for Accelerating Video Diffusion Transformers

Disentangling Computation in Multi-Task Neural Networks with the Green's Operator

XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System

GraphEBM: Molecular Graph Generation with Energy-Based Models

Near-Linear Accuracy Bounds for Moreau--Yosida Unadjusted Langevin Sampling

SentiWords: Deriving a High Precision and High Coverage Lexicon for Sentiment Analysis

Interlacing Families IV: Bipartite Ramanujan Graphs of All Sizes

Beyond Model Ranking: Regime Diagnosis for Distributional-Statistical Misspecification in Industrial Time-Series Forecasting

Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework

A Hyper-Logical View on Multi-Agent Path Planning

DeepWriter: A Multi-Stream Deep CNN for Text-independent Writer Identification

From Spectra to Joint Schedules in LLM Pre-training: 3+3(+2) Scaling-Law Regimes

Frequency-Dependent Hybrid Digital and Microwave Linear Analog Computer (MiLAC) Beamforming for Multiuser MIMO-OFDM Systems

Software Engineering for AI-Driven Science

Honesty Testing of LLMs and AI Agents: A Vision for Software Engineering

Scalable Cox Regression via Grouped Risk Sets and Sharper LogSumExp Rates

On the use of Harrell's C for clinical risk prediction via random survival forests

Gromov-Wasserstein Distillation for Inductive Multi-View Embedding

Thoughts on Massively Scalable Gaussian Processes