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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7,441 to 7,500 of 116,158

Machine Learning from a Continuous Viewpoint
Weinan E, Chao Ma, Lei Wu
math.NAcs.NAmath.OCarXiv:1912.12777v22019
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications
Yun Yuan, Xianfeng Terry Yang, Zhao Zhang +1
stat.MLcs.LGarXiv:2002.02374v12020
Deep Weighted Bellman Residual Minimization for $Q^*$ Estimation
Lican Kang, Jerry Zhijian Yang, Cheng Yuan +1
cs.LGstat.MLarXiv:2609.34593v12026
Retracing Hodgkin and Huxley: State Recovery Does Not Certify Mechanism
Peiyu Zang, Jiayi Hao, Yongqiang Cai
cs.LGarXiv:2609.34566v12026
SISO RIS-Enabled Joint 3D Downlink Localization and Synchronization
Kamran Keykhosravi, Musa Furkan Keskin, Gonzalo Seco-Granados +1
eess.SPcs.ITmath.ITarXiv:2011.02391v22020
Learning atomic interactions for the thermodynamics of liquid mixtures
Marco Hoffmann, Sebastian Schmitt, Hans Hasse +1
cs.LGcs.CEarXiv:2610.36440v12026
Target-Aware Tracking with Long-term Context Attention
Kaijie He, Canlong Zhang, Sheng Xie +2
cs.CVarXiv:2302.13840v12023
PulseInfer: I/O-Centric Sparse KV Cache Offloading for Efficient Long-Context LLM Decoding
Qiuyang Zhang, Kai Zhou, Kai Lu +6
cs.LGarXiv:2609.34555v12026
LaSDI: Parametric Latent Space Dynamics Identification
William Fries, Xiaolong He, Youngsoo Choi
math.NAcs.NAarXiv:2203.02076v22022
Placing the Beamspace Window on a Hopping Carrier: Bin Drift, Exact Capture and the Cost of Rounding
Moris S. Mukwayi, Michael A. van Wyk, Andre M. McDonald
eess.SParXiv:2610.37067v12026
Closed-Form Subspace Loss and Snapshot-Limited Dimension Selection for Beamspace MVDR Radar
Moris S. Mukwayi, Michael A. van Wyk, Andre M. McDonald
eess.SParXiv:2610.37089v12026
How Do Coding-Agent Harnesses Self-Evolve? An Empirical Study of Retrospective Adaptation
Christoph Treude, Sebastian Baltes
cs.SEcs.AIarXiv:2610.34938v12026
Brain-Conditioned Action Policies for Neural Motor Decoding
Luyao Jin, Running Zhao, Huan Zhao +2
cs.LGarXiv:2609.34561v12026
Single-Layer MeMo as a Randomized Hamming-Kernel Classifier
Alessandro Straziota
cs.LGarXiv:2609.34562v12026
Visual Autoregressive Generation with Next Token Imagination
Ruihang Jiang, Zongyao Zhao, Zhaolin Wang +2
cs.CVarXiv:2610.36793v12026
FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction
Liang Peng, Nan Wang, Nicha Dvornek +2
cs.LGcs.SIarXiv:2112.10166v32021
Decoding algorithms for surface codes
Antonio deMarti iOlius, Patricio Fuentes, Román Orús +2
quant-pharXiv:2307.14989v62023
HALO: Enhancing Time Series Generation via Hyperspherical Latents and Masked AutoregRessive Modeling
Chunyi Hou, Xiangfei Qiu, Hanyin Cheng +2
cs.LGarXiv:2609.34511v22026
On Parameter Symmetries and Conservation Laws in Gradient Flow
Khang Nguyen, Guido Montúfar
cs.LGmath.OCarXiv:2609.34549v12026
Nearly Tight Low Stretch Spanning Trees
Ittai Abraham, Yair Bartal, Ofer Neiman
cs.DScs.DMarXiv:0808.2017v12008
Action-Value Calibration via Continuation Sharing for Long-Horizon Agentic Reinforcement Learning
Yingjian Chen, Lang Zhou, Zixin Zhao +3
cs.LGcs.AIarXiv:2610.37195v12026
Follow the Herd: A Data-Driven Approach for Actionable Recourse
Nishtha Madaan, Srikanta Bedathur
cs.AIarXiv:2610.36580v12026
LLN: Learnable Lens Networks for Parameter-Efficient Long-Horizon Dynamical Prediction
Binbin Yong, Zhao Su, Lan Guo +3
cs.LGarXiv:2609.34493v12026
QAMM: Adjoint MeanFlow Matching for Few-Step Offline Reinforcement Learning
Yuehu Gong, Shutong Ding, Mokai Pan +4
cs.LGarXiv:2609.34497v12026
KiT: A Foundation Model for Financial Time-Series Forecasting using DiffusionTransformers
Boyu Zhang, Haorui Li
cs.LGcs.CVarXiv:2609.34507v12026
Linear Dependent Types and Relative Completeness
Ugo Dal Lago, Marco Gaboardi
cs.LOcs.PLarXiv:1104.0193v52011
Comparing Temporal Deep Learning Architectures for Discrete Cross-User Myoelectric Control
Ethan Eddy, Evan Campbell, Scott Bateman +1
cs.HCarXiv:2610.37374v12026
Representing the Unseen: Rethinking Visual Imagination for Spatial Reasoning
Zengqi Zhao, Zun Wang, Shoubin Yu +2
cs.CVcs.AIcs.CLarXiv:2610.37437v12026
Distribution-Conditioned Task Routing for Class-Incremental Learning
Longhuan Xu, Zhipeng Zhou, Wei Ji +3
cs.LGarXiv:2609.34503v12026
CoS-VQ: Coordinated Shared-Scale Vector Quantization for Large Language Models
Zukang Xu, Zhixiong Zhao, Xing Hu +3
cs.LGcs.AIarXiv:2610.37336v12026
The inverted Pendulum: A fundamental Benchmark in Control Theory and Robotics
Olfa Boubaker
cs.ROcs.SYeess.SYarXiv:1405.3094v12014
How to Run a Campaign: Optimal Control of SIS and SIR Information Epidemics
Kundan Kandhway, Joy Kuri
eess.SYcs.SIcs.SYarXiv:1401.6702v12014
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video
Guangnan Ye, Yitong Li, Hongliang Xu +2
cs.CVarXiv:1506.02328v22015
M3OS: A Monte Carlo Graph Search-Orchestrated Multi-Agent LLM System for Evidence-Traced Molecular Optimization
Junjie Wang, Yaowei Jin, Ruohui Tang +7
cs.LGq-bio.BMarXiv:2609.34491v12026
Knowledge Transfer for Scene-specific Motion Prediction
Lamberto Ballan, Francesco Castaldo, Alexandre Alahi +2
cs.CVarXiv:1603.06987v22016
Livin' on a Prior: Likelihood Score Approximation for Inverse Problems
Rostislav Makarov, Tal Peer, Danilo de Oliveira +1
cs.LGarXiv:2609.34446v12026
MegaGraph: Towards Efficient Training of Large-Scale Graph Transformers with Automated Hybrid Parallelism
Tong Qiao, Ao Zhou, Yingjie Qi +2
cs.LGarXiv:2609.34420v12026
RECOD Titans at ISIC Challenge 2017
Afonso Menegola, Julia Tavares, Michel Fornaciali +3
cs.CVarXiv:1703.04819v12017
Applying Software Patterns to Address Interoperability in Blockchain-based Healthcare Apps
Peng Zhang, Jules White, Douglas C. Schmidt +1
cs.CYarXiv:1706.03700v12017
Harmonizing Spectral Evolution in Conditional Flow Matching for TTS
Isha Pandey, Varad Deshpande, Abhijat Bharadwaj +1
cs.LGcs.SDarXiv:2609.34431v22026
What Will Replace Pull Requests? Rethinking Software Collaboration for AI Agents
Christoph Treude, Sebastian Baltes
cs.SEcs.HCarXiv:2610.34933v12026
Efficient Multi-modal Video Fusion Network with Dynamic Region-Guided Temporal Interaction
Jingxue Huang, Xiaosong Li, Yi Lin
cs.CVarXiv:2610.34765v12026
PhysioTRACE: Provenance-Aware Stress Tests for Physiological Foundation Models
Ayana Mussabayeva, Anuar Aimoldin, Olivier Oullier +2
cs.LGarXiv:2609.34466v12026
Base Models Can Detect Hidden Intentions that Prompted Classifiers Miss
Oz Amram
cs.LGcs.AIcs.CLarXiv:2610.36202v12026
Covert Attacks in Cyber-Physical Control Systems
A. O. Sa, L. F. R. C. Carmo, R. C. S. Machado
cs.CRcs.SYeess.SYarXiv:1609.09537v32016
Making LLMs Truly Forget: Deep Unlearning by Searching, Selecting, and Severing Knowledge Paths
Jialu Wang, Peizhi Niu, Haoteng Yin +3
cs.LGarXiv:2609.34442v12026
High Scores, Hidden Failures: Evaluating Codebook-Based LLM Content Analysis
Elena Senger, Yuri Campbell, Rob van der Goot +1
cs.CLcs.CYarXiv:2610.35179v12026
Optimal diversification strategies in the networks of related products and of related research areas
Aamena Alshamsi, Flavio L. Pinheiro, Cesar A. Hidalgo
physics.soc-phcs.SIarXiv:1705.00232v22017
Revisiting Direct Control: A Field Evaluation of Sensor Fusion Efficacy in Teleoperating Full-Scale Autonomous Vehicles via Bird's Eye View
Stanisław Kuczma, Sławomir K. Tadeja, Michał R. Nowicki
cs.ROcs.HCarXiv:2610.35630v12026
Expressive power of recurrent neural networks
Valentin Khrulkov, Alexander Novikov, Ivan Oseledets
cs.LGarXiv:1711.00811v22017
You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions
Evonne Ng, Donglai Xiang, Hanbyul Joo +1
cs.CVarXiv:1904.09882v22019
Emergence, Not Bandwidth: Physical Coupling and the Limits of Learned Multi-Agent Communication
Mihir Chauhan, Aniket Bera
cs.LGcs.MAcs.ROarXiv:2609.34373v22026
compare-mt: A Tool for Holistic Comparison of Language Generation Systems
Graham Neubig, Zi-Yi Dou, Junjie Hu +4
cs.CLarXiv:1903.07926v22019
Sexual dimorphism and sex-specific features of pediatric hand bone shapes via statistical shape modeling
Edwin Tay, Amir A. Zadpoor, Nazli Tümer
cs.CVarXiv:2610.35143v12026
Optimal Linear Filtering of Markov Jump Systems
Wei Liu
eess.SYcs.SYarXiv:2610.34095v12026
DocXEval: A Systematic Evaluation of Explainability in Multimodal Document Understanding
Saifullah Saifullah, David Dembinsky, Stefan Agne +2
cs.CLcs.CVarXiv:2610.36929v12026
Sequential versus fully conditional specification for tree-based synthesis of health data
R{é}my Chapelle, Mohammed Sedki
stat.MLcs.LGarXiv:2610.35163v12026
PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety
Ding Jia, Wei Liu, Xianglong Du +5
cs.LGarXiv:2609.34415v22026
Unlocking Few-Step Diffusion for Faithful Previews
Jing Jia, Sifan Liu, Guanyang Wang
cs.LGcs.CVstat.MLarXiv:2609.34406v12026
Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations
Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao +1
cs.DBarXiv:1711.11436v32017

Every paper with a summary

Machine Learning from a Continuous Viewpoint

Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications

Deep Weighted Bellman Residual Minimization for $Q^*$ Estimation

Retracing Hodgkin and Huxley: State Recovery Does Not Certify Mechanism

SISO RIS-Enabled Joint 3D Downlink Localization and Synchronization

Learning atomic interactions for the thermodynamics of liquid mixtures

Target-Aware Tracking with Long-term Context Attention

PulseInfer: I/O-Centric Sparse KV Cache Offloading for Efficient Long-Context LLM Decoding

LaSDI: Parametric Latent Space Dynamics Identification

Placing the Beamspace Window on a Hopping Carrier: Bin Drift, Exact Capture and the Cost of Rounding

Closed-Form Subspace Loss and Snapshot-Limited Dimension Selection for Beamspace MVDR Radar

How Do Coding-Agent Harnesses Self-Evolve? An Empirical Study of Retrospective Adaptation

Brain-Conditioned Action Policies for Neural Motor Decoding

Single-Layer MeMo as a Randomized Hamming-Kernel Classifier

Visual Autoregressive Generation with Next Token Imagination

FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction

Decoding algorithms for surface codes

HALO: Enhancing Time Series Generation via Hyperspherical Latents and Masked AutoregRessive Modeling

On Parameter Symmetries and Conservation Laws in Gradient Flow

Nearly Tight Low Stretch Spanning Trees

Action-Value Calibration via Continuation Sharing for Long-Horizon Agentic Reinforcement Learning

Follow the Herd: A Data-Driven Approach for Actionable Recourse

LLN: Learnable Lens Networks for Parameter-Efficient Long-Horizon Dynamical Prediction

QAMM: Adjoint MeanFlow Matching for Few-Step Offline Reinforcement Learning

KiT: A Foundation Model for Financial Time-Series Forecasting using DiffusionTransformers

Linear Dependent Types and Relative Completeness

Comparing Temporal Deep Learning Architectures for Discrete Cross-User Myoelectric Control

Representing the Unseen: Rethinking Visual Imagination for Spatial Reasoning

Distribution-Conditioned Task Routing for Class-Incremental Learning

CoS-VQ: Coordinated Shared-Scale Vector Quantization for Large Language Models

The inverted Pendulum: A fundamental Benchmark in Control Theory and Robotics

How to Run a Campaign: Optimal Control of SIS and SIR Information Epidemics

EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video

M3OS: A Monte Carlo Graph Search-Orchestrated Multi-Agent LLM System for Evidence-Traced Molecular Optimization

Knowledge Transfer for Scene-specific Motion Prediction

Livin' on a Prior: Likelihood Score Approximation for Inverse Problems

MegaGraph: Towards Efficient Training of Large-Scale Graph Transformers with Automated Hybrid Parallelism

RECOD Titans at ISIC Challenge 2017

Applying Software Patterns to Address Interoperability in Blockchain-based Healthcare Apps

Harmonizing Spectral Evolution in Conditional Flow Matching for TTS

What Will Replace Pull Requests? Rethinking Software Collaboration for AI Agents

Efficient Multi-modal Video Fusion Network with Dynamic Region-Guided Temporal Interaction

PhysioTRACE: Provenance-Aware Stress Tests for Physiological Foundation Models

Base Models Can Detect Hidden Intentions that Prompted Classifiers Miss

Covert Attacks in Cyber-Physical Control Systems

Making LLMs Truly Forget: Deep Unlearning by Searching, Selecting, and Severing Knowledge Paths

High Scores, Hidden Failures: Evaluating Codebook-Based LLM Content Analysis

Optimal diversification strategies in the networks of related products and of related research areas

Revisiting Direct Control: A Field Evaluation of Sensor Fusion Efficacy in Teleoperating Full-Scale Autonomous Vehicles via Bird's Eye View

Expressive power of recurrent neural networks

You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions

Emergence, Not Bandwidth: Physical Coupling and the Limits of Learned Multi-Agent Communication

compare-mt: A Tool for Holistic Comparison of Language Generation Systems

Sexual dimorphism and sex-specific features of pediatric hand bone shapes via statistical shape modeling

Optimal Linear Filtering of Markov Jump Systems

DocXEval: A Systematic Evaluation of Explainability in Multimodal Document Understanding

Sequential versus fully conditional specification for tree-based synthesis of health data

PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety

Unlocking Few-Step Diffusion for Faithful Previews

Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations