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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91,321 to 91,380 of 101,828

CONQUER: Context-Aware Representation with Query Enhancement for Text-Based Person Search
Zequn Xie
cs.CVarXiv:2601.18625v12026
On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning
Changyu Liu, Yiyang Liu, Taowen Wang +7
cs.ROarXiv:2601.06748v32026
Wan: Open and Advanced Large-Scale Video Generative Models
Team Wan, Ang Wang, Baole Ai +59
cs.CVarXiv:2503.20314v22025
Memory in the Age of AI Agents
Yuyang Hu, Shichun Liu, Yanwei Yue +44
cs.CLcs.AIarXiv:2512.13564v22025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
Keyon Vafa, Peter G. Chang, Ashesh Rambachan +1
cs.LGcs.AIarXiv:2507.06952v42025
GoodVibe: Security-by-Vibe for LLM-Based Code Generation
Maximilian Thang, Lichao Wu, Sasha Behrouzi +4
cs.CRarXiv:2602.10778v22026
Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics
Junqi Liu, Zihao Zhou, Zekai Zhu +10
cs.AIarXiv:2601.14027v12026
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
Liao Qu, Huichao Zhang, Yiheng Liu +7
cs.CVcs.AIarXiv:2412.03069v22024
Resilient Routing: Risk-Aware Dynamic Routing in Smart Logistics via Spatiotemporal Graph Learning
Zhiming Xue, Sichen Zhao, Yalun Qi +2
cs.AIarXiv:2601.13632v22026
A Survey of Vibe Coding with Large Language Models
Yuyao Ge, Lingrui Mei, Zenghao Duan +12
cs.AIarXiv:2510.12399v22025
PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement
Huaxiaoyue Wang, Sunav Choudhary, Franck Dernoncourt +2
cs.AIarXiv:2601.11747v12026
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization
Weiyun Wang, Zhe Chen, Wenhai Wang +8
cs.CLcs.CVarXiv:2411.10442v22024
Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets
Hanna Yukhymenko, Anton Alexandrov, Martin Vechev
cs.CLcs.AIcs.LGarXiv:2602.22207v12026
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth
Weihao Zeng, Yuzhen Huang, Junxian He
cs.AIarXiv:2602.07962v12026
Chain of Mindset: Reasoning with Adaptive Cognitive Modes
Tianyi Jiang, Arctanx An, Hengyi Feng +12
cs.AIarXiv:2602.10063v22026
3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
Binghao Huang, Yixuan Wang, Xinyi Yang +2
cs.ROcs.AIcs.LGarXiv:2410.24091v22024
SemanticMoments: Training-Free Motion Similarity via Third Moment Features
Saar Huberman, Kfir Goldberg, Or Patashnik +2
cs.CVarXiv:2602.09146v12026
MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images
Ankan Deria, Komal Kumar, Adinath Madhavrao Dukre +3
cs.CVarXiv:2602.06965v22026
Efficiently Reconstructing Dynamic Scenes One D4RT at a Time
Chuhan Zhang, Guillaume Le Moing, Skanda Koppula +11
cs.CVarXiv:2512.08924v22025
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
Yi Xin, Qi Qin, Siqi Luo +29
cs.CVarXiv:2510.06308v12025
Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation
Jiangnan Fang, Cheng-Tse Liu, Hanieh Deilamsalehy +5
cs.CLarXiv:2602.07673v12026
Self-Evaluation Unlocks Any-Step Text-to-Image Generation
Xin Yu, Xiaojuan Qi, Zhengqi Li +6
cs.CVcs.AIcs.LGarXiv:2512.22374v12025
How Fast Can I Run My VLA? Demystifying VLA Inference Performance with VLA-Perf
Wenqi Jiang, Jason Clemons, Karu Sankaralingam +1
cs.ROarXiv:2602.18397v12026
MemoBrain: Executive Memory as an Agentic Brain for Reasoning
Hongjin Qian, Zhao Cao, Zheng Liu
cs.AIcs.CLcs.IRarXiv:2601.08079v12026
Learning a Generative Meta-Model of LLM Activations
Grace Luo, Jiahai Feng, Trevor Darrell +2
cs.LGcs.AIcs.CLarXiv:2602.06964v12026
Evaluating Gemini Robotics Policies in a Veo World Simulator
Gemini Robotics Team, Krzysztof Choromanski, Coline Devin +20
cs.ROcs.AIcs.CVarXiv:2512.10675v22025
AgentHallu: Benchmarking Automated Hallucination Attribution of LLM-based Agents
Xuannan Liu, Xiao Yang, Zekun Li +2
cs.CLarXiv:2601.06818v12026
Clustering-based Anomaly Detection in Multivariate Time Series Data
Jinbo Li, Hesam Izakian, Witold Pedrycz +1
cs.AIarXiv:2511.08072v12025
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
Shanchuan Lin, Ceyuan Yang, Hao He +6
cs.CVcs.AIcs.LGarXiv:2506.09350v22025
EgoActor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models
Yu Bai, MingMing Yu, Chaojie Li +3
cs.ROcs.CVarXiv:2602.04515v12026
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
Ziyao Zhang, Yanlin Wang, Chong Wang +2
cs.SEcs.AIcs.CLarXiv:2409.20550v22024
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
Kejian Zhu, Zhuoran Jin, Hongbang Yuan +6
cs.CVcs.CLarXiv:2506.04141v22025
WebWorld: A Large-Scale World Model for Web Agent Training
Zikai Xiao, Jianhong Tu, Chuhang Zou +7
cs.AIarXiv:2602.14721v12026
GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning
Wenshuai Li, Xiantai Xiang, Zixiao Wen +6
cs.CVarXiv:2601.04118v22026
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing
Tong Zheng, Chengsong Huang, Runpeng Dai +9
cs.CLarXiv:2602.03845v22026
Scaling Spatial Intelligence with Multimodal Foundation Models
Zhongang Cai, Ruisi Wang, Chenyang Gu +26
cs.CVcs.AIcs.LGarXiv:2511.13719v42025
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
Sihan Yang, Runsen Xu, Yiman Xie +10
cs.CVcs.CLarXiv:2505.23764v32025
Accelerating Scientific Research with Gemini: Case Studies and Common Techniques
David P. Woodruff, Vincent Cohen-Addad, Lalit Jain +33
cs.CLcs.AIarXiv:2602.03837v32026
Sapiens: Foundation for Human Vision Models
Rawal Khirodkar, Timur Bagautdinov, Julieta Martinez +5
cs.CVarXiv:2408.12569v32024
TacSL: A Library for Visuotactile Sensor Simulation and Learning
Iretiayo Akinola, Jie Xu, Jan Carius +2
cs.ROarXiv:2408.06506v22024
Autellix: An Efficient Serving Engine for LLM Agents as General Programs
Michael Luo, Xiaoxiang Shi, Colin Cai +8
cs.LGcs.AIcs.DCarXiv:2502.13965v12025
ChronusOmni: Improving Time Awareness of Omni Large Language Models
Yijing Chen, Yihan Wu, Kaisi Guan +4
cs.CLcs.CVcs.MMarXiv:2512.09841v12025
Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages
Isaac Chung, Linda Freienthal
cs.CLarXiv:2602.02287v12026
Enhancing Multi-Image Understanding through Delimiter Token Scaling
Minyoung Lee, Yeji Park, Dongjun Hwang +3
cs.CVarXiv:2602.01984v22026
Visual Agentic AI for Spatial Reasoning with a Dynamic API
Damiano Marsili, Rohun Agrawal, Yisong Yue +1
cs.CVarXiv:2502.06787v22025
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
Yifan Song, Guoyin Wang, Sujian Li +1
cs.CLcs.AIarXiv:2407.10457v12024
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection
Mingjin Zhang, Yuchun Wang, Jie Guo +3
cs.CVarXiv:2407.07520v12024
Training-Free Group Relative Policy Optimization
Yuzheng Cai, Siqi Cai, Yuchen Shi +10
cs.CLarXiv:2510.08191v12025
Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles
Shaohan Wang, Benfeng Xu, Licheng Zhang +5
cs.CLarXiv:2602.01590v22026
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report
Rikiya Takehi, Benjamin Clavié, Sean Lee +1
cs.IRarXiv:2510.14880v12025
AgentTrace: A Structured Logging Framework for Agent System Observability
Adam AlSayyad, Kelvin Yuxiang Huang, Richik Pal
cs.SEcs.AIarXiv:2602.10133v12026
Surface code off-the-hook: diagonal syndrome-extraction scheduling
Gilad Kishony, Austin Fowler
quant-pharXiv:2602.09099v12026
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Peilin Zhou, Bruce Leon, Xiang Ying +13
cs.CLarXiv:2504.19314v22025
TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions
Linli Yao, Yuancheng Wei, Yaojie Zhang +12
cs.CVarXiv:2602.08711v32026
A Survey on (M)LLM-Based GUI Agents
Fei Tang, Haolei Xu, Hang Zhang +12
cs.HCcs.AIcs.CLarXiv:2504.13865v22025
FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset
Kehui Liu, Zhongjie Jia, Yang Li +14
cs.ROcs.AIarXiv:2510.08022v12025
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens
Nikita Dragunov, Temurbek Rahmatullaev, Elizaveta Goncharova +5
cs.CLarXiv:2508.05305v22025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
Yuhang Zang, Xiaoyi Dong, Pan Zhang +10
cs.CVcs.CLarXiv:2501.12368v22025
Boomerang Distillation Enables Zero-Shot Model Size Interpolation
Sara Kangaslahti, Nihal V. Nayak, Jonathan Geuter +3
cs.LGarXiv:2510.05064v22025
Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models
Kalyan Nakka, Jimmy Dani, Nitesh Saxena
cs.CRcs.AIarXiv:2406.05364v22024

Every paper with a summary

CONQUER: Context-Aware Representation with Query Enhancement for Text-Based Person Search

On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning

Wan: Open and Advanced Large-Scale Video Generative Models

Memory in the Age of AI Agents

What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models

GoodVibe: Security-by-Vibe for LLM-Based Code Generation

Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Resilient Routing: Risk-Aware Dynamic Routing in Smart Logistics via Spatiotemporal Graph Learning

A Survey of Vibe Coding with Large Language Models

PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets

LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth

Chain of Mindset: Reasoning with Adaptive Cognitive Modes

3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing

SemanticMoments: Training-Free Motion Similarity via Third Moment Features

MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images

Efficiently Reconstructing Dynamic Scenes One D4RT at a Time

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding

Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation

Self-Evaluation Unlocks Any-Step Text-to-Image Generation

How Fast Can I Run My VLA? Demystifying VLA Inference Performance with VLA-Perf

MemoBrain: Executive Memory as an Agentic Brain for Reasoning

Learning a Generative Meta-Model of LLM Activations

Evaluating Gemini Robotics Policies in a Veo World Simulator

AgentHallu: Benchmarking Automated Hallucination Attribution of LLM-based Agents

Clustering-based Anomaly Detection in Multivariate Time Series Data

Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation

EgoActor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models

LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

WebWorld: A Large-Scale World Model for Web Agent Training

GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Scaling Spatial Intelligence with Multimodal Foundation Models

MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence

Accelerating Scientific Research with Gemini: Case Studies and Common Techniques

Sapiens: Foundation for Human Vision Models

TacSL: A Library for Visuotactile Sensor Simulation and Learning

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

ChronusOmni: Improving Time Awareness of Omni Large Language Models

Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages

Enhancing Multi-Image Understanding through Delimiter Token Scaling

Visual Agentic AI for Spatial Reasoning with a Dynamic API

The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection

Training-Free Group Relative Policy Optimization

Wiki Live Challenge: Challenging Deep Research Agents with Expert-Level Wikipedia Articles

Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report

AgentTrace: A Structured Logging Framework for Agent System Observability

Surface code off-the-hook: diagonal syndrome-extraction scheduling

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

A Survey on (M)LLM-Based GUI Agents

FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model

Boomerang Distillation Enables Zero-Shot Model Size Interpolation

Is On-Device AI Broken and Exploitable? Assessing the Trust and Ethics in Small Language Models