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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25,741 to 25,800 of 115,365

A Four-Stage Decomposition of Word-Problem Solving and Mechanistic Fragility in LLM Math Reasoning
Zhongdi Qu, Carla P. Gomes
cs.AIcs.LGarXiv:2609.17804v12026
Learning Meta Model for Zero- and Few-shot Face Anti-spoofing
Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu +6
cs.CVarXiv:1904.12490v32019
SMI: Ontology-Grounded Semantic IDs for Hierarchy-Aware Medical Concept Representation
Ziyang Song, Lia Shen, Yixuan Li +6
cs.CLcs.AIarXiv:2610.18672v12026
ChunkAct: Action Chunking for Agentic Robotics
Bingxin Xu, Wenrui Bao, Xinxin Liu +3
cs.ROcs.AIcs.CLarXiv:2610.18874v12026
SemAnCorr: Semantic Anchored Correspondence for Zero-Shot Manipulation Skill Transfer
Xiaoxiang Dong, William Baron, Hongyi Chen +3
cs.ROarXiv:2607.28382v12026
Do Frontier Models Seek Safety Evidence Before Acting?
Omer Tafveez
cs.AIarXiv:2609.17865v12026
The Inference Engineering Pareto Atlas: Which Optimizations Dominate the Cost, Quality, and Latency Frontier?
Srikanta Datta Tumkur, Jay Iyer, Mehar Simhadri +3
cs.AIarXiv:2609.17863v12026
DPOison-VL: Clean Preference Poisoning in Vision-Language Direct Preference Optimization
Chengtao Jian, Kai Yang
cs.CRcs.AIcs.CVarXiv:2610.18609v12026
SNOMED CT Concept Recommendation from Masked Clinical Context
Ali Noori
cs.AIarXiv:2609.17855v12026
HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?
Sijie Ji, Xinzhe Zheng, Chenshu Wu
cs.CLcs.AIcs.HCarXiv:2403.02727v12024
"It is there, and you need it, so why do you not use it?" Achieving better adoption of AI systems by domain experts, in the case study of natural science research
Auste Simkute, Ewa Luger, Michael Evans +1
cs.HCcs.AIarXiv:2403.16895v12024
Beyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization
Ke Zhang, Patricio Gallardo Candela, Sudhir Murthy +3
cs.AIcs.CLcs.LOarXiv:2606.31002v22026
A Systematic Evaluation of the COTQ Provincial Land Cover Product: Structural Consistency, Spectral Separability, and Relative Positioning Against ESA, ESRI, and Google Products
Étienne Clabaut, Samuel Foucher, Yacine Bouroubi
cs.AIarXiv:2609.17731v12026
SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation
Yasin Almalioglu, Mehmet Turan, Alp Eren Sari +4
cs.CVcs.LGeess.IVarXiv:1911.09968v22019
Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach
Christoph Molnar, Gunnar König, Bernd Bischl +1
stat.MLcs.LGarXiv:2006.04628v22020
APTree: Extended Behavior Trees for Adaptive and Scalable Automated Robotic Task Planning in Construction
Shermin Sherkat, Thomas Wortmann, Andreas Wortmann
cs.ROcs.AIcs.SEarXiv:2610.18523v12026
Checking the Checkers: A Synthesis of Verifier Noise and Robustness in RLVR
Savyasachi Gupta, Aniruddha Srinivas Joshi
cs.LGcs.AIcs.CLarXiv:2610.17824v12026
SAGE: Governed Artifact Generation from Enterprise Guidelines
Mohammadreza Sediqin, Shivali Dalmia, Sumukha Thoppanahalli +2
cs.AIarXiv:2609.17775v12026
Releasing the Inner Jev: A Simple Recipe for Open Decision Models
Jonathan Geuter, Andrew Cheng, David Alvarez-Melis
cs.AIarXiv:2610.17205v12026
Dynamics of quantum information
R. J. Lewis-Swan, A. Safavi-Naini, A. M. Kaufman +1
quant-pharXiv:1908.11747v12019
EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents
Min Cai, Dan Zhang, Gao Xing +3
cs.AIcs.CLcs.LGarXiv:2610.16523v12026
MIM: A deep mixed residual method for solving high-order partial differential equations
Liyao Lyu, Zhen Zhang, Minxin Chen +1
math.NAcs.NAarXiv:2006.04146v12020
FairCompressAgent: An Agentic Framework for Fairness-Aware Model Compression for FPGA Deployment
Yuanbo Guo, Yiyu Shi
cs.AIcs.ARarXiv:2609.17786v12026
What You Can't See Is Still What You Learn: A Preregistered Sixty-Society Confirmation That Evidence Masking Drives Compositional Generalization
Narcis Marincat
cs.AIcs.LGarXiv:2609.17637v22026
CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video
Dingli Liang, Yiqiao Xie, Yukai Huang +6
cs.AIcs.CVarXiv:2609.17688v12026
GDP.pdf: Benchmarking Grounded Multimodal Reasoning over Professional PDF Documents
Suhaas Garre, Emily Ritchie, Sushant Mehta +1
cs.CVarXiv:2607.11192v32026
CAME: Confidence-guided Adaptive Memory Efficient Optimization
Yang Luo, Xiaozhe Ren, Zangwei Zheng +3
cs.CLarXiv:2307.02047v22023
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
Zhenyu Zhang, Ajay Jaiswal, Lu Yin +4
cs.LGarXiv:2407.08296v12024
SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction
Qizhi Pei, Lijun Wu, Jinhua Zhu +6
q-bio.BMcs.AIcs.LGarXiv:2206.09818v32022
Intrinsic Motivation in Reinforcement Learning: A Research Agenda for Adaptive Self-Organisation
Anatoly Belikov
cs.AIarXiv:2609.17325v12026
SpecForge: Recursive Self-Improvement for Coding Agents via Behavioral Specifications
Yutong Cheng, Haifeng Chen, Peng Gao +1
cs.AIcs.SEarXiv:2610.15708v12026
Posterior-Averaged Bellman Flow Matching for Distributional Critics
Zeqiao Li, Yijing Wang, Haoyu Wang +2
cs.LGcs.AIarXiv:2610.17788v12026
Degrees of Freedom in Multi-Agent Coordination: Between Centralized and Decentralized Regimes
Yiqing Peng, Hehai Lin, Zixuan Wang +7
cs.MAcs.AIcs.LGarXiv:2610.17751v12026
Evaluating Verified Autonomy in Quantum Engineering
Naixu Guo, Changhao Li, Siyu Cheng +6
quant-phcs.AIarXiv:2609.17439v12026
Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records
Torsten Olivi Tiltack, Yifei Dong, Kun Yu +5
cs.AIcs.CRcs.CYarXiv:2609.17631v12026
HelpMeOut: A Neuropsychology-Grounded Benchmark for Error-Aware Monitoring of Household Task Execution
Haoran Wang, Jingwei Huang, Anqing Duan +2
cs.ROcs.AIcs.SCarXiv:2610.17694v12026
RELAY: Selective Self-Distillation with Adaptive Hand-off for Rubric-Based Reinforcement Learning
Kunwang Zheng, Xinyu Sun, Yu Cao +7
cs.LGcs.AIcs.CLarXiv:2610.17623v22026
The Efficiency Misnomer
Mostafa Dehghani, Anurag Arnab, Lucas Beyer +2
cs.LGcs.AIcs.CLarXiv:2110.12894v22021
One Color Preprocessing Improves DSATUR
Adam Nouira, Lucas Isenmann
cs.AIarXiv:2609.17633v12026
Online Knowledge Distillation for Efficient Pose Estimation
Zheng Li, Jingwen Ye, Mingli Song +2
cs.CVarXiv:2108.02092v22021
Self-Emergence Agent Architecture:Behavior-Inertia HMM, Reflexive Metacognition,and Social-Contrastive Self-Modeling
Xiaoyang Liu
cs.AIarXiv:2609.17331v12026
Divergences in Holographic Complexity
Alan Reynolds, Simon F. Ross
hep-thgr-qcarXiv:1612.05439v12016
Clifford Quantum Cellular Automata: Trivial group in 2D and Witt group in 3D
Jeongwan Haah
quant-phcond-mat.str-elmath-pharXiv:1907.02075v52019
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks
Xin Zhou, Martin Weyssow, Ratnadira Widyasari +7
cs.SEcs.AIcs.CLarXiv:2502.06215v12025
SWE-Bench+: Enhanced Coding Benchmark for LLMs
Reem Aleithan, Haoran Xue, Mohammad Mahdi Mohajer +3
cs.SEarXiv:2410.06992v22024
JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks
Xiaoyu Zhang, Cen Zhang, Tianlin Li +7
cs.CRarXiv:2312.10766v42023
Self-Organizing Traffic Lights
Carlos Gershenson
nlin.AOcond-mat.stat-mechcs.AIarXiv:nlin/0411066v22004
Scaling-Score Conformal Prediction for Multi-Target Regression
Sylvain Rousseau, Soundouss Messoudi
cs.AIarXiv:2609.17091v12026
AM-Bench: Understanding Agents under Task Underspecification across Models and Harnesses
Kaiyu Huang, Yiting Li, Angyang Gu +3
cs.AIarXiv:2610.18090v12026
Output Discipline Sets the Floor: A Falsification-Guided, Model-Agnostic Agent Protocol for Auditable Hypothesis-Driven Decision Making
Jing Liu, Yongxing Qi, Ping Yao +1
cs.AIarXiv:2610.18298v12026
Modeling and stabilizability of voltage-actuated piezoelectric beams with magnetic effects
K. A. Morris, A. O. Ozer
math.AParXiv:1312.0260v12013
Lost in Implicit Routing: How LLM Agents Fail to Load Relevant Skills at Scale
Jinlin Liu, Wei Chen, Xiaojin Zhang
cs.AIarXiv:2610.18522v12026
Input-Conditioned Search for Efficient Test-Time Scaling of Recursive Reasoners
Haochen Shi, Tianwen Fu, Qianggang Ding +7
cs.AIarXiv:2610.18547v12026
Delegating Earth science model calibration to knowledge-guided LLM agents
Zhanliang Zhu, Ziwei Li, Liujun Zhu +3
cs.AIcs.CEarXiv:2610.18378v12026
End-to-End Latency-Minimizing and Load-Balanced Request Scheduling for Edge LLM Inference in Agentic AI Services
Zhen Li, Jun Cai, Haoran Gao +2
cs.AIarXiv:2609.17193v12026
Exploring Chain-of-Thought Style Prompting for Text-to-SQL
Chang-You Tai, Ziru Chen, Tianshu Zhang +2
cs.CLarXiv:2305.14215v22023
Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics
Baibek Davletiyarov, Junaid Ahmed Khan, Andrea Bartolini
cs.AIarXiv:2609.17107v12026
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology
Nur Yildirim, Hannah Richardson, Maria T. Wetscherek +18
cs.HCarXiv:2402.14252v12024
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
Zexin Wang, Changhua Pei, Minghua Ma +9
cs.LGarXiv:2402.02820v12024
Sparse MLLM Anchors, Dense Adaptation: Breaking the Self-Referential Loop in Wild Test-Time Adaptation
Zhenbin Wang, Lei Zhang, Lituan Wang +3
cs.AIarXiv:2609.17040v12026

Every paper with a summary

A Four-Stage Decomposition of Word-Problem Solving and Mechanistic Fragility in LLM Math Reasoning

Learning Meta Model for Zero- and Few-shot Face Anti-spoofing

SMI: Ontology-Grounded Semantic IDs for Hierarchy-Aware Medical Concept Representation

ChunkAct: Action Chunking for Agentic Robotics

SemAnCorr: Semantic Anchored Correspondence for Zero-Shot Manipulation Skill Transfer

Do Frontier Models Seek Safety Evidence Before Acting?

The Inference Engineering Pareto Atlas: Which Optimizations Dominate the Cost, Quality, and Latency Frontier?

DPOison-VL: Clean Preference Poisoning in Vision-Language Direct Preference Optimization

SNOMED CT Concept Recommendation from Masked Clinical Context

HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?

"It is there, and you need it, so why do you not use it?" Achieving better adoption of AI systems by domain experts, in the case study of natural science research

Beyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization

A Systematic Evaluation of the COTQ Provincial Land Cover Product: Structural Consistency, Spectral Separability, and Relative Positioning Against ESA, ESRI, and Google Products

SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation

Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach

APTree: Extended Behavior Trees for Adaptive and Scalable Automated Robotic Task Planning in Construction

Checking the Checkers: A Synthesis of Verifier Noise and Robustness in RLVR

SAGE: Governed Artifact Generation from Enterprise Guidelines

Releasing the Inner Jev: A Simple Recipe for Open Decision Models

Dynamics of quantum information

EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents

MIM: A deep mixed residual method for solving high-order partial differential equations

FairCompressAgent: An Agentic Framework for Fairness-Aware Model Compression for FPGA Deployment

What You Can't See Is Still What You Learn: A Preregistered Sixty-Society Confirmation That Evidence Masking Drives Compositional Generalization

CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

GDP.pdf: Benchmarking Grounded Multimodal Reasoning over Professional PDF Documents

CAME: Confidence-guided Adaptive Memory Efficient Optimization

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction

Intrinsic Motivation in Reinforcement Learning: A Research Agenda for Adaptive Self-Organisation

SpecForge: Recursive Self-Improvement for Coding Agents via Behavioral Specifications

Posterior-Averaged Bellman Flow Matching for Distributional Critics

Degrees of Freedom in Multi-Agent Coordination: Between Centralized and Decentralized Regimes

Evaluating Verified Autonomy in Quantum Engineering

Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records

HelpMeOut: A Neuropsychology-Grounded Benchmark for Error-Aware Monitoring of Household Task Execution

RELAY: Selective Self-Distillation with Adaptive Hand-off for Rubric-Based Reinforcement Learning

The Efficiency Misnomer

One Color Preprocessing Improves DSATUR

Online Knowledge Distillation for Efficient Pose Estimation

Self-Emergence Agent Architecture:Behavior-Inertia HMM, Reflexive Metacognition,and Social-Contrastive Self-Modeling

Divergences in Holographic Complexity

Clifford Quantum Cellular Automata: Trivial group in 2D and Witt group in 3D

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks

SWE-Bench+: Enhanced Coding Benchmark for LLMs

JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Self-Organizing Traffic Lights

Scaling-Score Conformal Prediction for Multi-Target Regression

AM-Bench: Understanding Agents under Task Underspecification across Models and Harnesses

Output Discipline Sets the Floor: A Falsification-Guided, Model-Agnostic Agent Protocol for Auditable Hypothesis-Driven Decision Making

Modeling and stabilizability of voltage-actuated piezoelectric beams with magnetic effects

Lost in Implicit Routing: How LLM Agents Fail to Load Relevant Skills at Scale

Input-Conditioned Search for Efficient Test-Time Scaling of Recursive Reasoners

Delegating Earth science model calibration to knowledge-guided LLM agents

End-to-End Latency-Minimizing and Load-Balanced Request Scheduling for Edge LLM Inference in Agentic AI Services

Exploring Chain-of-Thought Style Prompting for Text-to-SQL

Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

Sparse MLLM Anchors, Dense Adaptation: Breaking the Self-Referential Loop in Wild Test-Time Adaptation