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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60,121 to 60,180 of 61,393

GE-Sim 2.0: A Roadmap Towards Comprehensive Closed-loop Video World Simulators for Robotic Manipulation
Boxiang Qiu, Liliang Chen, Yue Liao +12
cs.ROarXiv:2605.27491v12026
STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment
Yongqi Tong, Zhenyu Zhang, Ruirui Wang +6
cs.CLarXiv:2608.16553v12026
Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering
Shicheng Fan, Haochang Hao, Dehai Min +3
cs.CLarXiv:2605.29648v12026
PhoneWorld: Scaling Phone-Use Agent Environments
Yuxuan Liu, Xin Lai, Junyi Li +21
cs.CLcs.AIcs.LGarXiv:2605.29486v22026
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
Tianyi Zhou, Dongrui Liu, Leitao Yuan +2
cs.AIcs.CLcs.LGarXiv:2605.31264v12026
Efficient Coreset Selection via K-Nearest Neighbor Graphs
Yingfan Liu, Leiyu Zhang, Jiadong Xie +3
cs.LGarXiv:2608.16270v12026
A Formally Verified Library of Mathematical Finance in Lean 4
Raphael Coelho
q-fin.MFq-fin.CParXiv:2606.01356v32026
TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL
Tianze Yang, Yucheng Shi, Ruitong Sun +3
cs.AIarXiv:2606.01599v12026
Walk Before You Run: The Importance of Data Exploration for Data Analysis Agents
Yike Yuan, Virum Ranka, Tina Lasisi +1
cs.DBcs.AIarXiv:2608.16045v12026
Automating Learner Assessment: Benchmarking Machine Learning and Deep Learning Models for EEG-Based Familiarity Prediction
Isuru Nanayakkara, Thilina Halloluwa
eess.SPcs.HCcs.LGarXiv:2608.16541v12026
When State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied Agents
Jiawei Liu, Jiacheng Guo, Tian Zhang +7
cs.ROcs.AIarXiv:2608.16806v12026
NICE: Scale-Stable Perturbations for Graph Neural Network Explanations via Noise Corruption
Ziluowen Luo, Jun Yin, Ruochen Liu +4
cs.LGcs.AIarXiv:2608.16038v22026
Software Engineering for AI-driven Building Operation
Philipp Zech, Sascha Hammes, Johannes Weninger +2
cs.SEcs.AIarXiv:2608.16237v12026
Correlation Clustering with Random Partial Information
Rajath Rao K. N., Jens Schlöter, Sami Davies +2
cs.DScs.LGarXiv:2608.16315v12026
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
Siddarth Venkatraman, Matthieu Dinot, Laurence Aitchison
cs.LGarXiv:2608.16739v12026
Breaking the Compression Barrier: Cross-Architecture Compression Boundary Learning via Reverse Regrowth
Zhaocen Liu, Satvik Praveen, Yi Sheng
cs.LGcs.CVarXiv:2608.16010v12026
MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations
Sky Ng, Brihi Joshi, Ishan Gupta +47
cs.CLarXiv:2608.15844v12026
Learning to Unlearn: Machine Unlearning via Learning the Unlearning Behaviors
Hang Zhang, Kaifeng Zhang, Yixiao Ma +3
cs.LGcs.AIarXiv:2608.16700v12026
Matched Outcomes, Divergent Gaze: How Foveated MLLMs Search Compared to Humans
Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani +2
cs.CVcs.AIcs.CLarXiv:2608.16514v12026
D2-ScaleAgent: Dual-Dimensional Scaling for Long Document Understanding
Hao Zhang, Longrong Yang, Lunhao Duan +3
cs.CLarXiv:2608.16417v12026
Hypergraph-based Multimodal Retrieval-Augmented Generation with Incremental Refinement
Shenao Chen, Yidan Xu, Xiangmin Han +5
cs.AIarXiv:2608.16628v12026
PolyDebate: A Game-Orchestrated Multimodal System for Debate Skills Practice and Evaluation
Jianing Yin, Weng Pan Kuan, Xiaoyun Liu +4
cs.HCcs.CLarXiv:2608.16276v12026
StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows
Liya Zhu, Xin Ma, Tao Liu +35
cs.AIarXiv:2608.17800v12026
Emergent Misaligned Communication in Long-Horizon Multi-Agent LLM Commerce
Zeyuan Li, Lukas Petersson, Alessandro Acquisti +1
cs.MAcs.AIarXiv:2608.14825v12026
Toto 2.0: Time Series Forecasting Enters the Scaling Era
Emaad Khwaja, Chris Lettieri, Gerald Woo +10
cs.LGcs.AIarXiv:2605.20119v22026
Step-Level On-Policy Distillation: Interpolating Between On-Policy Distillation and Supervised Fine-Tuning
Changhui Sun, Lanbo Liu, Hang Lei +11
cs.CLcs.AIarXiv:2608.16333v12026
MELD: A Protocol for Merging Knowledge Across Distributed Agentic Memories
Lauri Lovén, Jaakko Sauvola, Jukka Riekki +1
cs.DCcs.AIcs.MAarXiv:2608.16357v12026
Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning
Peng Du, Kiran Kamble, Rakshith Vasudev +5
cs.CLcs.AIarXiv:2608.16620v22026
AsyTO: Asymmetric Temporal Operator for Parameter-Efficient Multivariate Time Series Forecasting
Xiachong Lin, Du Yin, Hao Xue +5
cs.LGcs.AIarXiv:2608.16098v12026
LLMs for Zero-Shot Threat Detection via Structured Risk Indicators
Abdullah Alghamdi, Siamak Layeghy, Marius Portmann
cs.CRcs.LGcs.NIarXiv:2608.16508v12026
From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents
Zhengzhao Ma. Boxi Cao, Yaojie Lu, Hongyu Lin +2
cs.CLcs.AIarXiv:2608.16002v12026
Semantic Bandits: In-Context Exploration-Exploitation is Biased by Semantic Priors
David Eric Austin, Kaheer Suleman, Jackie Chi Kit Cheung
cs.CLcs.AIarXiv:2608.16707v12026
BaT: Towards Self-Evolving Medical Research Agent with Stage Rubrics
Junqi Liu, Yufan He, Yexiao He +9
cs.AIarXiv:2608.16211v12026
Evolving Executable Pipeline Programs for AutoML with Language Models
Sofoklis Kitharidis, Cor J. Veenman, Jan N. van Rijn +2
cs.LGcs.NEarXiv:2608.16416v12026
Unsupervised Learning of Cell Instances with Generative Routing Pyramids
Ziwen Liu, Martin Weigert
cs.CVcs.LGq-bio.QMarXiv:2608.16810v12026
Reconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies
Shaolong Chen, Yanlin Fei, Nazhou Liu +6
cs.AIcs.CLcs.MAarXiv:2608.16645v12026
Adaptive Post-Processing Drives Instance-Level Detection in Stroke Lesion Segmentation
Qinghui Liu, Jon André Ottesen, Atle Bjørnerud +1
cs.CVcs.AIarXiv:2608.16377v12026
Task-Anchored Representation Shaping for Pre-Trained Model-Based Continual Learning
Zhiming Xu, Huiyu Yi, Zhen-Hao Xie +4
cs.LGarXiv:2608.16345v12026
MUPA$^{2}$E: Multimodal Unified Perception with Asymmetric Attention for Emotion Assessment
Stefanos Gkikas, Eric Nichols, Christian Arzate Cruz +1
cs.AIarXiv:2608.15999v12026
Group ICA 2.0: Closing the Gap Between Subjects and Group Latent Decomposition with Copula-Linked Group ICA (CoLiG-ICA)
Oktay Agcaoglu
cs.LGstat.MEarXiv:2608.16029v12026
MIRROR: Multimodal Intelligent Radiology Reasoning and Observation Reporter
Vignesh Nagarajan, Sriram Venkatapathy
cs.CVcs.AIcs.LGarXiv:2608.16709v12026
A cross-modal generative model for incomplete and degraded prostate MRI with multicentre clinical validation
Siyuan Ma, Liang He, Mengying Zhu +14
eess.IVcs.AIcs.CVarXiv:2608.16233v12026
A Human-LLM Teaming Framework for Privacy Risk Analysis: An Illustration with CBDC-Based Welfare Schemes
Sourya Joyee De, Abdessamad Imine
cs.ETcs.AIcs.CEarXiv:2608.16461v12026
PertMind: Eliciting Emergent Biological Reasoning in LLM via Reinforcement Learning on Cellular Perturbation Data
Zhenchao Tang, Xiaogang Xu, Tianxu Lv +8
cs.LGcs.AIq-bio.QMarXiv:2608.16419v12026
Summaries:日本語
Picking the Right Image to Classify: Reliable-Input Selection in Teledermatology
Fabian Gröger, Marco Weishaupt, Philippe Gottfrois +6
cs.CVcs.AIarXiv:2608.16198v12026
DriveCache: Action-Aware Caching for Driving World Model Inference
Jianchun Yang, Jian Liang, Xianda Guo +5
cs.AIcs.CVarXiv:2608.16354v12026
Neurosymbolic Embodied Agents
Mohammad Albinhassan, Yuming Feng, Alessandra Russo +1
cs.ROcs.AIcs.CLarXiv:2608.16794v12026
ALPS: Measuring Valid Creativity in Large Language Models with Mathematical Construction
Eric Xie, Wenqian Ye, Aidong Zhang
cs.AIarXiv:2608.15979v12026
Toward Better Assessment of LLMs' Performance in Clinical Error Detection
Yifan Zhang, Rahmatollah Beheshti
cs.CLcs.AIcs.LGarXiv:2608.16643v12026
Operator-Theoretic Generalization Bounds for Multitask Deep Learning
Mahdi Mohammadigohari, Thomas Borsani, Giuseppe Di Fatta
cs.LGarXiv:2608.15982v12026
Towards Risk-free AI Agent Deployment
Yintong Huo, Rangeet Pan, Abhik Roychoudhury
cs.SEcs.AIarXiv:2608.16411v12026
X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization
Zichao Zeng, Weijia Fan, Yufan Chen +7
cs.CVcs.AIcs.ROarXiv:2608.16658v12026
Digital Twin Degradation: Detecting Cyber Physical Attacks via Temporal Inconsistencies
Konstantinos E. Kampourakis, Vasileios Gkioulos, Sokratis Katsikas
cs.CRcs.AIcs.LGarXiv:2608.16159v12026
Transfer Learning of Keystroke Dynamics for Cross-Device User Authentication
Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore +2
cs.LGcs.HCarXiv:2608.16334v12026
Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning
Xiaoyu Zhu, Xinke Deng, Suresh Taddewadikar +4
cs.CVcs.AIcs.CLarXiv:2608.15869v12026
Measuring Obedience to Authority Across Large Language Models with the Milgram Paradigm
Hidayet Aksu
cs.CRcs.AIarXiv:2608.16177v22026
Learning Varying Physical Therapist-Patient Interactions for Robot-mediated Upper Limb Task-Specific Training
Jia Quan Loh, Vincent Crocher, Marlena Klaic +2
cs.ROcs.LGarXiv:2608.15995v12026
Turning spectra into images improves plant trait retrieval with 2D-CNNs
Javier Lopatin, Teja Kattenborn, Eya Cherif +1
cs.CVcs.LGarXiv:2608.16661v12026
Quantifying the Gap Between Laboratory Battery Test Patterns and Field Duty Profiles
Chunyang Zhao, Chresten Træholt
cs.LGarXiv:2608.16212v12026
Process-Constituted Intelligence: A Shared Criterion for Humans and Machines
Michael J. Richardson, Ayeh Alhasan, Cassandra Crone +5
cs.AIcs.ETarXiv:2608.16213v12026

Every paper with a summary

GE-Sim 2.0: A Roadmap Towards Comprehensive Closed-loop Video World Simulators for Robotic Manipulation

STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering

PhoneWorld: Scaling Phone-Use Agent Environments

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Efficient Coreset Selection via K-Nearest Neighbor Graphs

A Formally Verified Library of Mathematical Finance in Lean 4

TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL

Walk Before You Run: The Importance of Data Exploration for Data Analysis Agents

Automating Learner Assessment: Benchmarking Machine Learning and Deep Learning Models for EEG-Based Familiarity Prediction

When State Becomes an Attack Surface: State-Semantic Injection in LLM-Driven Embodied Agents

NICE: Scale-Stable Perturbations for Graph Neural Network Explanations via Noise Corruption

Software Engineering for AI-driven Building Operation

Correlation Clustering with Random Partial Information

Le Critique: Privileged Value Functions for LLM Reinforcement Learning

Breaking the Compression Barrier: Cross-Architecture Compression Boundary Learning via Reverse Regrowth

MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations

Learning to Unlearn: Machine Unlearning via Learning the Unlearning Behaviors

Matched Outcomes, Divergent Gaze: How Foveated MLLMs Search Compared to Humans

D2-ScaleAgent: Dual-Dimensional Scaling for Long Document Understanding

Hypergraph-based Multimodal Retrieval-Augmented Generation with Incremental Refinement

PolyDebate: A Game-Orchestrated Multimodal System for Debate Skills Practice and Evaluation

StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows

Emergent Misaligned Communication in Long-Horizon Multi-Agent LLM Commerce

Toto 2.0: Time Series Forecasting Enters the Scaling Era

Step-Level On-Policy Distillation: Interpolating Between On-Policy Distillation and Supervised Fine-Tuning

MELD: A Protocol for Merging Knowledge Across Distributed Agentic Memories

Palmyra x6 Technical Report: An Agentic, Tool-Use Model Post-Trained via Anchored Supervised Fine-Tuning

AsyTO: Asymmetric Temporal Operator for Parameter-Efficient Multivariate Time Series Forecasting

LLMs for Zero-Shot Threat Detection via Structured Risk Indicators

From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents

Semantic Bandits: In-Context Exploration-Exploitation is Biased by Semantic Priors

BaT: Towards Self-Evolving Medical Research Agent with Stage Rubrics

Evolving Executable Pipeline Programs for AutoML with Language Models

Unsupervised Learning of Cell Instances with Generative Routing Pyramids

Reconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies

Adaptive Post-Processing Drives Instance-Level Detection in Stroke Lesion Segmentation

Task-Anchored Representation Shaping for Pre-Trained Model-Based Continual Learning

MUPA$^{2}$E: Multimodal Unified Perception with Asymmetric Attention for Emotion Assessment

Group ICA 2.0: Closing the Gap Between Subjects and Group Latent Decomposition with Copula-Linked Group ICA (CoLiG-ICA)

MIRROR: Multimodal Intelligent Radiology Reasoning and Observation Reporter

A cross-modal generative model for incomplete and degraded prostate MRI with multicentre clinical validation

A Human-LLM Teaming Framework for Privacy Risk Analysis: An Illustration with CBDC-Based Welfare Schemes

PertMind: Eliciting Emergent Biological Reasoning in LLM via Reinforcement Learning on Cellular Perturbation Data

Picking the Right Image to Classify: Reliable-Input Selection in Teledermatology

DriveCache: Action-Aware Caching for Driving World Model Inference

Neurosymbolic Embodied Agents

ALPS: Measuring Valid Creativity in Large Language Models with Mathematical Construction

Toward Better Assessment of LLMs' Performance in Clinical Error Detection

Operator-Theoretic Generalization Bounds for Multitask Deep Learning

Towards Risk-free AI Agent Deployment

X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization

Digital Twin Degradation: Detecting Cyber Physical Attacks via Temporal Inconsistencies

Transfer Learning of Keystroke Dynamics for Cross-Device User Authentication

Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning

Measuring Obedience to Authority Across Large Language Models with the Milgram Paradigm

Learning Varying Physical Therapist-Patient Interactions for Robot-mediated Upper Limb Task-Specific Training

Turning spectra into images improves plant trait retrieval with 2D-CNNs

Quantifying the Gap Between Laboratory Battery Test Patterns and Field Duty Profiles

Process-Constituted Intelligence: A Shared Criterion for Humans and Machines