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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3,481 to 3,540 of 117,657

Ontological Instability and Statistical Amplification: The Paradox of "Humanizing" LLM-Generated Text
Claudiu Creanga, Liviu Dinu
cs.CLarXiv:2610.03110v12026
Optimizing many-body atomic descriptors for enhanced computational performance of machine learning based interatomic potentials
Miguel A. Caro
physics.comp-phcond-mat.mtrl-sciarXiv:1905.02142v42019
Recursive Self-Improvement in Unified Multimodal Models
Huijuan Wang, Chufan Shi, Cheng Yang +3
cs.CLcs.CVarXiv:2610.03002v12026
Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence
Sinan Rasiya Koya, Tirthankar Roy
cs.LGphysics.geo-pharXiv:2305.12335v12023
RootDown: Deploying and Benchmarking Models for Beet-Root Detection on Edge Devices
Gerardus Croonen, Andreas Trondl, Julia Simon +1
cs.CVcs.LGarXiv:2610.32275v12026
ReLEAP: Upcycling Vision Datasets through Cross-Task Unification and Semi-Supervised Annotation
Julia Simon, Daniel Steininger, Andreas Trondl
cs.CVcs.LGarXiv:2610.32289v12026
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso +4
cs.LGcs.AIarXiv:2408.02686v12024
Detection and Validation of Hidden Subgroup Disparities in Clinical AI
Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann +4
cs.LGarXiv:2610.32362v12026
Real-Time Localisation of Dorsal Anatomical Regions on Dairy Cows in Commercial Rotary Parlours from RGB-D
Vineet Prasad, Shiron Melvin, Sheikh Azid +1
cs.CVarXiv:2610.32174v22026
Meaningful human control: actionable properties for AI system development
Luciano Cavalcante Siebert, Maria Luce Lupetti, Evgeni Aizenberg +10
cs.CYcs.AIarXiv:2112.01298v22021
AptMQL-Bench: From Text-to-SQL to Text-to-MQL via Access-Pattern Schema Design and Data-Preserving Migration
Hy Nguyen, Nabi Rezvani, Robin Vujanic
cs.CLcs.DBarXiv:2610.02770v12026
Robotic Table Tennis with Model-Free Reinforcement Learning
Wenbo Gao, Laura Graesser, Krzysztof Choromanski +5
cs.LGcs.ROstat.MLarXiv:2003.14398v22020
Evaluating VQA in Vision Language Models using Cooperative Principles
Monika Shah, Sudarshan Balaji, Somdeb Sarkhel +2
cs.CLarXiv:2610.02878v12026
Automatic Evaluation of Mental Health Stigma in Online Communication
Naomi Baes, Jemima Kang, Nick Haslam +4
cs.CLarXiv:2610.02775v12026
EpiWorld: Grounding LLM Policy Agents in Epidemiological World Models
Zeeshan Memon, Yiqi Su, Kai Shu +2
cs.CLarXiv:2610.02744v12026
How Robust Is Multimodal Claim Verification to LLM Rewriting?
Yun-Ang Wu, Xanh Ho, Andre Greiner-Petter +4
cs.CLarXiv:2610.02841v12026
Two-Stream RNN/CNN for Action Recognition in 3D Videos
Rui Zhao, Haider Ali, Patrick van der Smagt
cs.CVcs.LGarXiv:1703.09783v22017
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance
Chenxi Whitehouse, Monojit Choudhury, Alham Fikri Aji
cs.CLarXiv:2305.14288v22023
BiLoCo: Binary Low-Rank Corrections for Post-Training Quantization
David Jin, Beshr IslamBouli, Tarushii Goel +2
cs.LGarXiv:2610.32243v12026
Fast Model Debias with Machine Unlearning
Ruizhe Chen, Jianfei Yang, Huimin Xiong +7
cs.LGarXiv:2310.12560v32023
TTT in VLA Models: Exploring Training with Human Demonstrations
Qiangong Zhou, Jiafeng Liang, Yimin Dong +2
cs.ROcs.AIcs.CVarXiv:2610.32094v12026
Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL
Wen-Zhi Li, Yue Gong, Konstantinos Kanellis +1
cs.CLarXiv:2610.02739v12026
Emerging Wireless Technologies in the Internet of Things: a Comparative Study
Mahmoud Elkhodr, Seyed Shahrestani, Hon Cheung
cs.NIarXiv:1611.00861v12016
Revisiting Input Time-frequency Representations in Multi-pitch Estimation for Vocal Ensembles
Junyoung Koh, Hao-Wen Dong
cs.SDcs.AIarXiv:2610.03656v22026
Certified Mechanistic Edits: Behavioral Guarantees for Skill Removal and Preservation
Md Sazid Uddin, Md. Khairul Alam Mazumder, M. F. Mridha
cs.LGcs.AIcs.CRarXiv:2610.03502v12026
Improving the Sensitivity of Advanced LIGO Using Noise Subtraction
D. Davis, T. J. Massinger, A. P. Lundgren +3
astro-ph.IMgr-qcarXiv:1809.05348v22018
Accordion: Elastic-Depth Inference via Fixed-Prefix Layer Looping
Yudong Zhang, Wei Ding, Kaili Zheng +2
cs.LGcs.CLarXiv:2610.32492v12026
From Noisy Retrieval to Decision Evidence: Silver Evidence Demonstrations for In-Context Learning
Masoud Monajatipoor, Fazlolah Mohaghegh, Hamid Reza Hassanzadeh +2
cs.CLarXiv:2610.32128v12026
Complementing DINO Features with Image Structure for Part Discovery
Samyak Rawlekar, Nikhil Chowdary Paleti, Amey Gupta +1
cs.CVcs.AIcs.LGarXiv:2610.32293v12026
Human Feedback is not Gold Standard
Tom Hosking, Phil Blunsom, Max Bartolo
cs.CLarXiv:2309.16349v22023
WakeKV: Reactive, Reversible KV Residency for Heads That Change Their Minds
Utkarsh Ranjan
cs.CLcs.ARcs.DCarXiv:2610.02713v12026
Rethinking What to Cache in Few-Step Diffusion Transformers: Solver-Aware Target Selection
Shuo Yang, Lihao Fang, Yi Zhang +5
cs.CVcs.AIarXiv:2610.03577v12026
Platform-Independent and Curriculum-Oriented Intelligent Assistant for Higher Education
Ramteja Sajja, Yusuf Sermet, David Cwiertny +1
cs.CYcs.AIcs.HCarXiv:2302.09294v12023
NgramRL: Accelerating RL Post-Training for Structured Generation via Rollout-Aware N-gram Speculative Decoding
Nilesh Prasad Pandey, Jangseon Park, Jason Kong +2
cs.AIarXiv:2610.32881v12026
Multi-objective Optimization for Multi-UAV-assisted Mobile Edge Computing
Geng Sun, Yixian Wang, Zemin Sun +4
eess.SPcs.ITmath.ITarXiv:2404.15292v12024
IRS-Assisted Green Communication Systems: Provable Convergence and Robust Optimization
Xianghao Yu, Dongfang Xu, Derrick Wing Kwan Ng +1
cs.ITeess.SPmath.ITarXiv:2011.06484v12020
Understanding Communication Failures in Multi-Agent LLM Systems
Priya Pitre, Jun Hou, Yi Fang +2
cs.AIarXiv:2610.32060v12026
Beyond Gain: Measuring Skill Internalization for Agent Skill Retirement
Yanze Wang, Pengfei Yao, Tianyi Sun +5
cs.AIarXiv:2610.32322v12026
The Problem with Metrics is a Fundamental Problem for AI
Rachel Thomas, David Uminsky
cs.CYcs.AIarXiv:2002.08512v12020
HarnessMM: Recursive Self-Improvement for Harness Token Efficiency
Yuhua Jiang, Chang Xu, Feifei Gao +1
cs.AIarXiv:2610.32813v12026
What Transfers Across Protein Pockets? Experience Reuse in Molecular Optimization for Agentic Structure-Based Drug Design
Zaifei Yang, Weiyu Chen, Yaqing Wang +1
cs.AIq-bio.BMarXiv:2610.32620v12026
AREX: Affine-Residual Exponential Integrator for Few-Step Sampling in Flow Matching
Shizheng Lin, Soon Hoe Lim, N. Benjamin Erichson
stat.MLcs.AIcs.LGarXiv:2610.03483v12026
MobiAgent: Dual-Loop Recursive Policy Self-Improvement for Long-Horizon Mobile Manipulation
Chenzhi Liu, Yue Zhang, Jiehong Lin +4
cs.ROcs.AIarXiv:2610.03476v12026
A Theory of Emergent In-Context Learning as Implicit Structure Induction
Michael Hahn, Navin Goyal
cs.CLcs.LGarXiv:2303.07971v12023
MPQ: A Message-Passing View of Post-Training Quantization
Yanshuo Chen, Chenxi Liu, Reza Shirkavand +1
cs.AIcs.LGarXiv:2610.32127v12026
Measure Less, Know More: Self-Supervised Test-Time Feature Acquisition
Eeshaan Jain, Linus Bleistein, Bart Deplancke +1
cs.LGcs.AIarXiv:2610.03454v12026
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation
Hongxu Jiang, Muhammad Imran, Teng Zhang +4
eess.IVcs.CVarXiv:2405.14802v32024
Single or Multiple Policies for Phase-Structured Reinforcement Learning?
Guilhem Loussouarn, Nancy Nayak, Kin K. Leung
cs.LGcs.AIcs.SYarXiv:2610.03475v12026
Corrupted but Correct: Why Vision-Language Models Lie to Themselves Internally
Arun Josephraj Arokiaraj, Chenyi Huang, Zekun Wu +1
cs.CVcs.AIarXiv:2610.03445v22026
An Empirical Comparison of Pre-Trained Models of Source Code
Changan Niu, Chuanyi Li, Vincent Ng +3
cs.SEarXiv:2302.04026v12023
Robust, self-consistent, closed-form tomography of quantum logic gates on a trapped ion qubit
Robin Blume-Kohout, John King Gamble, Erik Nielsen +3
quant-pharXiv:1310.4492v12013
Information Limits of Low-Rank Approximation Certification
Kang Liu, Bohao Qu
math.OCcs.AIcs.ITarXiv:2610.03321v12026
SyntaxBench: A Statistical Diagnostic Framework for Character-Level Reasoning in Large Language Models
Mohsen Larni, Sobhan Ebrahimi Azar, Pouyan Nahed +1
cs.CLcs.AIcs.LGarXiv:2610.03329v12026
Physics-Informed Graph-Based Safe RL with Constraint-Specific Critics for Community Battery Coordination in Distribution Network
Chenghao Huang, Yue Yang, Hao Wang
cs.AIcs.SYeess.SYarXiv:2610.33654v12026
HyScale: Scaling Long-Context Training for Learned Sparse Attention
Yangshen Deng, Xinjing Huang, Yulong Wang +8
cs.AIcs.DCarXiv:2610.32057v22026
Parallel Context Windows for Large Language Models
Nir Ratner, Yoav Levine, Yonatan Belinkov +7
cs.CLarXiv:2212.10947v32022
PPO vs. SAC: A Comparative Study for Cooperative Motion Control of Dual-Arm Space Robots
Nasim Fallahiarezoodar, Zheng H. Zhu
cs.AIarXiv:2610.32034v12026
Rethinking Epistemic Uncertainty in Node Classification through Information Growth
Emma Meneghini, Francesco Ferrini, Bruno Lepri +2
cs.LGcs.AIarXiv:2610.03418v12026
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
Xi Chen, Zhifei Zhang, He Zhang +10
cs.CVarXiv:2412.07774v22024
DriftTTS: Few-Step Text-to-Speech Without Distillation via Distribution-Matching Drift
Mohammad Nur Hossain Khan, Subrata Biswas, Bashima Islam
cs.SDcs.AIarXiv:2610.03390v12026

Every paper with a summary

Ontological Instability and Statistical Amplification: The Paradox of "Humanizing" LLM-Generated Text

Optimizing many-body atomic descriptors for enhanced computational performance of machine learning based interatomic potentials

Recursive Self-Improvement in Unified Multimodal Models

Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence

RootDown: Deploying and Benchmarking Models for Beet-Root Detection on Edge Devices

ReLEAP: Upcycling Vision Datasets through Cross-Task Unification and Semi-Supervised Annotation

A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications

Detection and Validation of Hidden Subgroup Disparities in Clinical AI

Real-Time Localisation of Dorsal Anatomical Regions on Dairy Cows in Commercial Rotary Parlours from RGB-D

Meaningful human control: actionable properties for AI system development

AptMQL-Bench: From Text-to-SQL to Text-to-MQL via Access-Pattern Schema Design and Data-Preserving Migration

Robotic Table Tennis with Model-Free Reinforcement Learning

Evaluating VQA in Vision Language Models using Cooperative Principles

Automatic Evaluation of Mental Health Stigma in Online Communication

EpiWorld: Grounding LLM Policy Agents in Epidemiological World Models

How Robust Is Multimodal Claim Verification to LLM Rewriting?

Two-Stream RNN/CNN for Action Recognition in 3D Videos

LLM-powered Data Augmentation for Enhanced Cross-lingual Performance

BiLoCo: Binary Low-Rank Corrections for Post-Training Quantization

Fast Model Debias with Machine Unlearning

TTT in VLA Models: Exploring Training with Human Demonstrations

Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL

Emerging Wireless Technologies in the Internet of Things: a Comparative Study

Revisiting Input Time-frequency Representations in Multi-pitch Estimation for Vocal Ensembles

Certified Mechanistic Edits: Behavioral Guarantees for Skill Removal and Preservation

Improving the Sensitivity of Advanced LIGO Using Noise Subtraction

Accordion: Elastic-Depth Inference via Fixed-Prefix Layer Looping

From Noisy Retrieval to Decision Evidence: Silver Evidence Demonstrations for In-Context Learning

Complementing DINO Features with Image Structure for Part Discovery

Human Feedback is not Gold Standard

WakeKV: Reactive, Reversible KV Residency for Heads That Change Their Minds

Rethinking What to Cache in Few-Step Diffusion Transformers: Solver-Aware Target Selection

Platform-Independent and Curriculum-Oriented Intelligent Assistant for Higher Education

NgramRL: Accelerating RL Post-Training for Structured Generation via Rollout-Aware N-gram Speculative Decoding

Multi-objective Optimization for Multi-UAV-assisted Mobile Edge Computing

IRS-Assisted Green Communication Systems: Provable Convergence and Robust Optimization

Understanding Communication Failures in Multi-Agent LLM Systems

Beyond Gain: Measuring Skill Internalization for Agent Skill Retirement

The Problem with Metrics is a Fundamental Problem for AI

HarnessMM: Recursive Self-Improvement for Harness Token Efficiency

What Transfers Across Protein Pockets? Experience Reuse in Molecular Optimization for Agentic Structure-Based Drug Design

AREX: Affine-Residual Exponential Integrator for Few-Step Sampling in Flow Matching

MobiAgent: Dual-Loop Recursive Policy Self-Improvement for Long-Horizon Mobile Manipulation

A Theory of Emergent In-Context Learning as Implicit Structure Induction

MPQ: A Message-Passing View of Post-Training Quantization

Measure Less, Know More: Self-Supervised Test-Time Feature Acquisition

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation

Single or Multiple Policies for Phase-Structured Reinforcement Learning?

Corrupted but Correct: Why Vision-Language Models Lie to Themselves Internally

An Empirical Comparison of Pre-Trained Models of Source Code

Robust, self-consistent, closed-form tomography of quantum logic gates on a trapped ion qubit

Information Limits of Low-Rank Approximation Certification

SyntaxBench: A Statistical Diagnostic Framework for Character-Level Reasoning in Large Language Models

Physics-Informed Graph-Based Safe RL with Constraint-Specific Critics for Community Battery Coordination in Distribution Network

HyScale: Scaling Long-Context Training for Learned Sparse Attention

Parallel Context Windows for Large Language Models

PPO vs. SAC: A Comparative Study for Cooperative Motion Control of Dual-Arm Space Robots

Rethinking Epistemic Uncertainty in Node Classification through Information Growth

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

DriftTTS: Few-Step Text-to-Speech Without Distillation via Distribution-Matching Drift