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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18,961 to 19,020 of 61,112

On Memory Construction and Retrieval for Personalized Conversational Agents
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang +8
cs.CLcs.AIarXiv:2502.05589v32025
Streaming Long Video Understanding with Large Language Models
Rui Qian, Xiaoyi Dong, Pan Zhang +4
cs.CVarXiv:2405.16009v12024
Improving Object Localization with Fitness NMS and Bounded IoU Loss
Lachlan Tychsen-Smith, Lars Petersson
cs.CVarXiv:1711.00164v32017
Hessian-based Analysis of Large Batch Training and Robustness to Adversaries
Zhewei Yao, Amir Gholami, Qi Lei +2
cs.CVcs.LGstat.MLarXiv:1802.08241v42018
Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics
Maksim Evdokimov, Matvey Ivanov, Dmitrii Tsiupin +3
cs.CLarXiv:2609.01575v12026
Real or Fake? Learning to Discriminate Machine from Human Generated Text
Anton Bakhtin, Sam Gross, Myle Ott +3
cs.LGcs.CLstat.MLarXiv:1906.03351v22019
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
Jinyao Guo, Chengpeng Wang, Xiangzhe Xu +2
cs.SEcs.PLarXiv:2501.18160v32025
ChipGPT: How far are we from natural language hardware design
Kaiyan Chang, Ying Wang, Haimeng Ren +5
cs.AIcs.ARcs.PLarXiv:2305.14019v42023
From Rollouts to Recipes: Self-Contained Post-Training for LLMs
Yifei Li, Lingling Zhang, Muye Huang +3
cs.CLarXiv:2609.01422v12026
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
Zhihe Yang, Xufang Luo, Dongqi Han +2
cs.CVarXiv:2501.09695v22025
Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation
Sidharth SS, Keerthana AR, Gokul R +1
cs.LGcs.AIarXiv:2405.07200v32024
ClinTraceBench: Source-Verifiable Longitudinal Clinical Reasoning over EHR-Derived Dialogues
Huimin Wang, Zhengyi Zhao, Yutian Zhao
cs.CLarXiv:2609.01111v12026
A Survey of Layer-Two Blockchain Protocols
Ankit Gangwal, Haripriya Ravali Gangavalli, Apoorva Thirupathi
cs.CRarXiv:2204.08032v32022
MASTER: Multi-Aspect Non-local Network for Scene Text Recognition
Ning Lu, Wenwen Yu, Xianbiao Qi +4
cs.CVarXiv:1910.02562v32019
3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code
Yipeng Gao, Lei Shu, Genzhi Ye +5
cs.CVcs.AIcs.GRarXiv:2606.01057v12026
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
Nuria Alina Chandra, Hannah Lee, Ryan Murtfeldt +10
cs.CVcs.AIcs.CYarXiv:2503.02857v52025
MARS: Modular Agent with Reflective Search for Automated AI Research
Jiefeng Chen, Bhavana Dalvi Mishra, Jaehyun Nam +3
cs.AIarXiv:2602.02660v32026
An Evaluation Framework for National AI Regulation
Kaushik Sanjay Prabhakar, Tarun Adarsh R S, Amal Dhivyan Gregory +3
cs.CYcs.AIarXiv:2608.15417v12026
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent
Jianing Yang, Xuweiyi Chen, Shengyi Qian +4
cs.CVcs.AIcs.CLarXiv:2309.12311v12023
StarCoder: may the source be with you!
Raymond Li, Loubna Ben Allal, Yangtian Zi +64
cs.CLcs.AIcs.PLarXiv:2305.06161v22023
Forecasting Corn Yield with Machine Learning Ensembles
Mohsen Shahhosseini, Guiping Hu, Sotirios V. Archontoulis
stat.APcs.LGstat.MLarXiv:2001.09055v22020
TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems
Chen Xu, Yicheng Hu, Ruizi Wang +4
cs.CLarXiv:2605.09539v12026
Modality Fault Lines: Structural Corruptions Reveal Fragile Omni-Modal Reasoning
Zhaolu Kang, Meixin Wu, Yu Xue +6
cs.CLarXiv:2608.29278v12026
Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal
Chenhao Xue, Raslen Guesmi, Siwei Feng +5
cs.CLcs.LGarXiv:2608.17223v12026
A Trajectory-Based Safety Audit of Clawdbot (OpenClaw)
Tianyu Chen, Dongrui Liu, Xia Hu +2
cs.CRcs.AIarXiv:2602.14364v12026
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
Soroush Nasiriany, Fei Xia, Wenhao Yu +20
cs.ROcs.CLcs.CVarXiv:2402.07872v12024
Recursive Multi-Agent Systems
Jiaru Zou, Rui Pan, Ruizhong Qiu +8
cs.AIcs.CLcs.LGarXiv:2604.25917v22026
Summaries:한국어
Diffusion as a Training Curriculum for Timestep-Free Iterative Reasoning
Mariia Drozdova, Aidan Sirbu, Pietro Miotti +4
cs.LGarXiv:2609.01449v12026
Building Production-Ready Probes For Gemini
János Kramár, Joshua Engels, Zheng Wang +4
cs.LGcs.AIcs.CLarXiv:2601.11516v42026
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads
Yun Luo, Futing Wang, Qianjia Cheng +28
cs.AIarXiv:2602.09443v12026
EnvHarness: Awakening Static Worlds for Agent Learning
Chengsong Huang, Zifeng Wang, Rujun Han +14
cs.AIcs.CLcs.LGarXiv:2608.19880v12026
Summaries:简体中文
Think Again or Think Longer? Selective Verification for Budget-Aware Reasoning
Sajib Acharjee Dip, Dawei Zhou, Liqing Zhang
cs.AIcs.CLarXiv:2606.19808v12026
Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIs
Xiangfan Wu, Zonghao Ying, Huiyu Wu +4
cs.CRcs.AIarXiv:2608.16391v12026
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Tailin Liang, John Glossner, Lei Wang +2
cs.CVcs.AIarXiv:2101.09671v32021
Memory Intelligence Agent
Jingyang Qiao, Weicheng Meng, Yu Cheng +6
cs.AIcs.MAarXiv:2604.04503v42026
ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence
Rui Meng, Bhavana Dalvi Mishra, Jiefeng Chen +10
cs.AIcs.CLcs.MAarXiv:2605.26340v12026
Is Mamba Effective for Time Series Forecasting?
Zihan Wang, Fanheng Kong, Shi Feng +5
cs.LGarXiv:2403.11144v32024
Co-Director: Agentic Generative Video Storytelling
Yale Song, Yiwen Song, Nick Losier +13
cs.AIcs.MAcs.MMarXiv:2604.24842v12026
No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions
Xu Yang, Zhizhou Sha, Junbo Li +10
cs.CLarXiv:2606.13044v12026
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods
Zohaib Salahuddin, Henry C Woodruff, Avishek Chatterjee +1
eess.IVcs.AIcs.CVarXiv:2111.02398v12021
Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation
Xingyu Su, Jacob Helwig, Shubham Parashar +6
cs.CLcs.AIarXiv:2606.06712v12026
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery
Xian Sun, Peijin Wang, Zhiyuan Yan +11
cs.CVarXiv:2103.05569v22021
ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation
Yizheng Huang, Wenjun Zeng, Aditi Kumaresan +1
cs.LGcs.AIstat.MLarXiv:2604.23099v22026
VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction
Hiroto Nakata, Yawen Zou, Shunsuke Sakai +5
cs.CVarXiv:2603.13964v12026
CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR
Sijia Cui, Pengyu Cheng, Jiajun Song +6
cs.LGcs.AIcs.CLarXiv:2603.10101v12026
The spatial anatomy of urban wildfire vulnerability: a spatially validated GeoAI framework reveals the roles of building density and vegetation moisture in structure loss during the 2025 Palisades Fire
Parastoo Farajpoor, Mohammadreza Narimani
physics.geo-phcs.LGeess.IVarXiv:2608.22293v12026
Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation
Yumi Lee, Harim Oh, Hyoryung Kim +52
cs.CVcs.AIarXiv:2609.00866v12026
Video models are zero-shot learners and reasoners
Thaddäus Wiedemer, Yuxuan Li, Paul Vicol +6
cs.LGcs.AIcs.CVarXiv:2509.20328v22025
GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch
GigaWorld Team, Angen Ye, Angyuan Ma +26
cs.ROarXiv:2607.13960v32026
World Simulation with Video Foundation Models for Physical AI
NVIDIA, :, Arslan Ali +87
cs.CVcs.AIcs.LGarXiv:2511.00062v22025
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning
Junxiang Xu, Ruisi Wang, Fanyi Pu +49
cs.CVcs.AIcs.LGarXiv:2608.26105v12026
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?
Yuru Wang, Lejun Cheng, Yuxin Zuo +14
cs.CLarXiv:2606.24530v22026
Stitched Value Model for Diffusion Alignment
Hyojun Go, Hyungjin Chung, Prune Truong +8
cs.CVcs.AIcs.LGarXiv:2605.19804v12026
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination
Shuo Liang, Yixing Ma, Pengfei Zhou +32
cs.CVcs.AIarXiv:2608.14391v12026
Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory
Rubin Wei, Jiaqi Cao, Jiarui Wang +4
cs.CLarXiv:2607.27919v12026
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
Ali Hatamizadeh, Yejin Choi, Jan Kautz
cs.AIarXiv:2605.22791v12026
ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU
Fan Jiang, Zhaoxu Sun, Mengchao Wang +38
cs.CVcs.AIcs.LGarXiv:2607.19191v12026
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
Yuyang Zhao, Yicheng Pan, Qiyuan He +6
cs.CVcs.AIarXiv:2605.30409v12026
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills
Jianlyu Chen, Yuyang Hu, Hongjin Qian +8
cs.AIcs.CLarXiv:2609.02749v12026
Pretraining Large Language Models with NVFP4
NVIDIA, Felix Abecassis, Anjulie Agrusa +87
cs.CLcs.AIcs.LGarXiv:2509.25149v22025

Every paper with a summary

On Memory Construction and Retrieval for Personalized Conversational Agents

Streaming Long Video Understanding with Large Language Models

Improving Object Localization with Fitness NMS and Bounded IoU Loss

Hessian-based Analysis of Large Batch Training and Robustness to Adversaries

Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics

Real or Fake? Learning to Discriminate Machine from Human Generated Text

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

ChipGPT: How far are we from natural language hardware design

From Rollouts to Recipes: Self-Contained Post-Training for LLMs

Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key

Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation

ClinTraceBench: Source-Verifiable Longitudinal Clinical Reasoning over EHR-Derived Dialogues

A Survey of Layer-Two Blockchain Protocols

MASTER: Multi-Aspect Non-local Network for Scene Text Recognition

3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code

Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

MARS: Modular Agent with Reflective Search for Automated AI Research

An Evaluation Framework for National AI Regulation

LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent

StarCoder: may the source be with you!

Forecasting Corn Yield with Machine Learning Ensembles

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems

Modality Fault Lines: Structural Corruptions Reveal Fragile Omni-Modal Reasoning

Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal

A Trajectory-Based Safety Audit of Clawdbot (OpenClaw)

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Recursive Multi-Agent Systems

Diffusion as a Training Curriculum for Timestep-Free Iterative Reasoning

Building Production-Ready Probes For Gemini

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads

EnvHarness: Awakening Static Worlds for Agent Learning

Think Again or Think Longer? Selective Verification for Budget-Aware Reasoning

Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIs

Pruning and Quantization for Deep Neural Network Acceleration: A Survey

Memory Intelligence Agent

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Is Mamba Effective for Time Series Forecasting?

Co-Director: Agentic Generative Video Storytelling

No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions

Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods

Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation

FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery

ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation

VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction

CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR

The spatial anatomy of urban wildfire vulnerability: a spatially validated GeoAI framework reveals the roles of building density and vegetation moisture in structure loss during the 2025 Palisades Fire

Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation

Video models are zero-shot learners and reasoners

GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch

World Simulation with Video Foundation Models for Physical AI

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?

Stitched Value Model for Diffusion Alignment

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory

Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Pretraining Large Language Models with NVFP4