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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109,501 to 109,560 of 119,832

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan, Yinwei Dai, Zhihao Zhang +3
cs.LGcs.AIarXiv:2504.07891v22025
MedSAM2: Segment Anything in 3D Medical Images and Videos
Jun Ma, Zongxin Yang, Sumin Kim +6
eess.IVcs.AIcs.CVarXiv:2504.03600v12025
Collective Behavior of AI Agents: the Case of Moltbook
Giordano De Marzo, David Garcia
physics.soc-phcs.CLcs.MAarXiv:2602.09270v12026
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
Keda Tao, Yuhua Zheng, Jia Xu +13
cs.CVarXiv:2603.19217v12026
CADEvolve: Creating Realistic CAD via Program Evolution
Maksim Elistratov, Marina Barannikov, Gregory Ivanov +4
cs.GRarXiv:2602.16317v12026
Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis
Thanathai Lertpetchpun, Yoonjeong Lee, Thanapat Trachu +4
cs.CLarXiv:2601.14417v22026
From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation
Yibin Liu, Yaxing Lyu, Daqi Gao +5
cs.ROcs.AIcs.CLarXiv:2603.15600v22026
NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)
Guanyi Qin, Jie Liang, Bingbing Zhang +50
cs.CVcs.AIarXiv:2604.12512v12026
In-Context Reinforcement Learning for Tool Use in Large Language Models
Yaoqi Ye, Yiran Zhao, Keyu Duan +4
cs.AIarXiv:2603.08068v12026
SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Hongchi Xia, Xuan Li, Zhaoshuo Li +9
cs.CVcs.ROarXiv:2602.10116v22026
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
Isabella A. Stewart, Tarjei Paule Hage, Yu-Chuan Hsu +1
cs.AIcond-mat.mes-hallcond-mat.mtrl-sciarXiv:2602.07491v12026
MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning
Chenhao Zhang, Yazhe Niu, Hongsheng Li
cs.CVcs.AIcs.CYarXiv:2602.10575v12026
Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding
Shivam Sharma, Sankalp Nagaonkar, Ashish Choithani +1
cs.CVarXiv:2604.11177v12026
AIDev: Studying AI Coding Agents on GitHub
Hao Li, Haoxiang Zhang, Ahmed E. Hassan
cs.SEcs.AIarXiv:2602.09185v12026
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
Yukang Feng, Jianwen Sun, Zelai Yang +16
cs.SEcs.MAarXiv:2602.14337v22026
Agentic Web: Weaving the Next Web with AI Agents
Yingxuan Yang, Mulei Ma, Yuxuan Huang +15
cs.AIcs.LGarXiv:2507.21206v12025
Emu3.5: Native Multimodal Models are World Learners
Yufeng Cui, Honghao Chen, Haoge Deng +20
cs.CVarXiv:2510.26583v12025
Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Juhee Kim, Woohyuk Choi, Byoungyoung Lee
cs.CRcs.AIcs.MAarXiv:2503.15547v22025
Dolphin-v2: Universal Document Parsing via Scalable Anchor Prompting
Hao Feng, Wei Shi, Ke Zhang +9
cs.CVarXiv:2602.05384v12026
Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
Julius Pesonen, Stefan Rua, Josef Taher +3
cs.CVarXiv:2602.13022v12026
DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation
Xu Guo, Fulong Ye, Qichao Sun +7
cs.CVarXiv:2602.12160v12026
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
Xingyu Wu, Yuchen Yan, Shangke Lyu +7
cs.AIcs.CLarXiv:2507.15758v22025
Geometric Autoencoder for Diffusion Models
Hangyu Liu, Jianyong Wang, Yutao Sun
cs.CVarXiv:2603.10365v22026
"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild
Yi Liu, Zhihao Chen, Yanjun Zhang +4
cs.CRcs.AIcs.CLarXiv:2602.06547v42026
VLA-0: Building State-of-the-Art VLAs with Zero Modification
Ankit Goyal, Hugo Hadfield, Xuning Yang +2
cs.ROcs.AIarXiv:2510.13054v12025
Driving on Registers
Ellington Kirby, Alexandre Boulch, Yihong Xu +11
cs.CVcs.AIcs.ROarXiv:2601.05083v22026
VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification
Jiahao Meng, Tan Yue, Qi Xu +7
cs.CVcs.MMarXiv:2604.01569v12026
Modular Safety Guardrails Are Necessary for Foundation-Model-Enabled Robots in the Real World
Joonkyung Kim, Wenxi Chen, Davood Soleymanzadeh +9
eess.SYcs.ROcs.SYarXiv:2602.04056v12026
Reference Architecture of a Quantum-Centric Supercomputer
Seetharami Seelam, Jerry M. Chow, Antonio Córcoles +10
cs.ETcs.ARcs.DCarXiv:2603.10970v22026
HY3D-Bench: Generation of 3D Assets
Team Hunyuan3D, :, Bowen Zhang +22
cs.CVcs.AIarXiv:2602.03907v12026
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
Wonjun Kang, Kevin Galim, Seunghyuk Oh +8
cs.LGarXiv:2510.04767v22025
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
Xueyang Wang, Zhixin Zheng, Jiandong Shao +2
cs.CVeess.IVarXiv:2503.00467v12025
FOTBCD: A Large-Scale Building Change Detection Benchmark from French Orthophotos and Topographic Data
Abdelrrahman Moubane
cs.CVarXiv:2601.22596v12026
Geometry-Aware Rotary Position Embedding for Consistent Video World Model
Chendong Xiang, Jiajun Liu, Jintao Zhang +7
cs.CVarXiv:2602.07854v32026
EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation
Shiyuan Yang, Ruihuang Li, Jiale Tao +3
cs.CVarXiv:2603.06014v12026
AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors
Matic Fučka, Vitjan Zavrtanik, Danijel Skočaj
cs.CVarXiv:2601.20524v22026
Progressive Residual Warmup for Language Model Pretraining
Tianhao Chen, Xin Xu, Lu Yin +4
cs.CLarXiv:2603.05369v12026
Locality-Attending Vision Transformer
Sina Hajimiri, Farzad Beizaee, Fereshteh Shakeri +3
cs.CVarXiv:2603.04892v12026
SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
Yasaman Haghighi, Alexandre Alahi
cs.CVcs.LGarXiv:2602.24208v12026
INDIBATOR: Diverse and Fact-Grounded Individuality for Multi-Agent Debate in Molecular Discovery
Yunhui Jang, Seonghyun Park, Jaehyung Kim +1
cs.AIarXiv:2602.01815v12026
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Xinyu Zhang, Yuxuan Dong, Yanrui Wu +6
cs.AIarXiv:2502.12054v22025
BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation
Zihao Zhu, Ruotong Wang, Siwei Lyu +2
cs.CVcs.AIarXiv:2603.02816v22026
MAEB: Massive Audio Embedding Benchmark
Adnan El Assadi, Isaac Chung, Chenghao Xiao +15
cs.SDcs.AIcs.CLarXiv:2602.16008v12026
UFT: Unifying Supervised and Reinforcement Fine-Tuning
Mingyang Liu, Gabriele Farina, Asuman Ozdaglar
cs.LGcs.CLarXiv:2505.16984v22025
GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant
Zhuokang Shen, Yifan Wang, Hanyu Chen +6
cs.CLarXiv:2603.01059v32026
Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks
David Schmotz, Luca Beurer-Kellner, Sahar Abdelnabi +1
cs.CRcs.LGarXiv:2602.20156v32026
OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models
Yufeng Zhong, Lei Chen, Xuanle Zhao +7
cs.CVarXiv:2601.21639v22026
Spotlighting Task-Relevant Features: Object-Centric Representations for Better Generalization in Robotic Manipulation
Alexandre Chapin, Bruno Machado, Emmanuel Dellandréa +1
cs.ROarXiv:2601.21416v22026
ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models
M. Arda Aydın, Melih B. Yilmaz, Aykut Koç +1
cs.CVarXiv:2603.17079v12026
Data-Efficient Curation for Multimodal Reasoning under Fixed Training Protocols
Yosub Shin, Michael Buriek, Boris Sobolev +5
cs.AIarXiv:2601.10922v22026
DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference
Aditya Kumar Singh, Hitesh Kandala, Pratik Prabhanjan Brahma +2
cs.CVcs.AIarXiv:2602.18846v22026
SPILLage: Agentic Oversharing on the Web
Jaechul Roh, Eugene Bagdasarian, Hamed Haddadi +1
cs.AIarXiv:2602.13516v12026
Generated Reality: Human-centric World Simulation using Interactive Video Generation with Hand and Camera Control
Linxi Xie, Lisong C. Sun, Ashley Neall +3
cs.CVarXiv:2602.18422v12026
MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies
Vasilii Feofanov, Songkang Wen, Jianfeng Zhang +2
cs.LGcs.AIarXiv:2602.17868v12026
MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval
Abdelrahman Abdallah, Mohamed Darwish Mounis, Mahmoud Abdalla +6
cs.IRarXiv:2601.09562v22026
VIOLA: Towards Video In-Context Learning with Minimal Annotations
Ryo Fujii, Hideo Saito, Ryo Hachiuma
cs.CVcs.AIarXiv:2601.15549v12026
Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering
Mohamad Salim, Jasmine Latendresse, SayedHassan Khatoonabadi +1
cs.SEcs.AIcs.MAarXiv:2601.14470v12026
AI IDEs or Autonomous Agents? Measuring the Impact of Coding Agents on Software Development
Shyam Agarwal, Hao He, Bogdan Vasilescu
cs.SEarXiv:2601.13597v22026
Multimodal Multi-Agent Empowered Legal Judgment Prediction
Zhaolu Kang, Junhao Gong, Qingxi Chen +7
cs.CLcs.AIcs.CYarXiv:2601.12815v52026
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning
Shengyuan Liu, Liuxin Bao, Qi Yang +6
cs.CVcs.AIarXiv:2602.03320v12026

Every paper with a summary

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

MedSAM2: Segment Anything in 3D Medical Images and Videos

Collective Behavior of AI Agents: the Case of Moltbook

LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs

CADEvolve: Creating Realistic CAD via Program Evolution

Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis

From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)

In-Context Reinforcement Learning for Tool Use in Large Language Models

SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning

Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding

AIDev: Studying AI Coding Agents on GitHub

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces

Agentic Web: Weaving the Next Web with AI Agents

Emu3.5: Native Multimodal Models are World Learners

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Dolphin-v2: Universal Document Parsing via Scalable Anchor Prompting

Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels

DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Geometric Autoencoder for Diffusion Models

"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild

VLA-0: Building State-of-the-Art VLAs with Zero Modification

Driving on Registers

VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification

Modular Safety Guardrails Are Necessary for Foundation-Model-Enabled Robots in the Real World

Reference Architecture of a Quantum-Centric Supercomputer

HY3D-Bench: Generation of 3D Assets

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

Adaptive Rectangular Convolution for Remote Sensing Pansharpening

FOTBCD: A Large-Scale Building Change Detection Benchmark from French Orthophotos and Topographic Data

Geometry-Aware Rotary Position Embedding for Consistent Video World Model

EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation

AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors

Progressive Residual Warmup for Language Model Pretraining

Locality-Attending Vision Transformer

SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching

INDIBATOR: Diverse and Fact-Grounded Individuality for Multi-Agent Debate in Molecular Discovery

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning

BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

MAEB: Massive Audio Embedding Benchmark

UFT: Unifying Supervised and Reinforcement Fine-Tuning

GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models

Spotlighting Task-Relevant Features: Object-Centric Representations for Better Generalization in Robotic Manipulation

ACE-LoRA: Graph-Attentive Context Enhancement for Parameter-Efficient Adaptation of Medical Vision-Language Models

Data-Efficient Curation for Multimodal Reasoning under Fixed Training Protocols

DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference

SPILLage: Agentic Oversharing on the Web

Generated Reality: Human-centric World Simulation using Interactive Video Generation with Hand and Camera Control

MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies

MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval

VIOLA: Towards Video In-Context Learning with Minimal Annotations

Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering

AI IDEs or Autonomous Agents? Measuring the Impact of Coding Agents on Software Development

Multimodal Multi-Agent Empowered Legal Judgment Prediction

MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning