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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25,981 to 26,040 of 61,428

DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets
Shujun Wang, Lequan Yu, Kang Li +3
cs.CVarXiv:2010.06208v12020
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Ganqu Cui, Yuchen Zhang, Jiacheng Chen +14
cs.LGcs.AIcs.CLarXiv:2505.22617v12025
MedGemma Technical Report
Andrew Sellergren, Sahar Kazemzadeh, Tiam Jaroensri +78
cs.AIcs.CLcs.CVarXiv:2507.05201v42025
Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMs
Lu Cheng
cs.AIarXiv:2609.00738v12026
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Wenxuan Huang, Bohan Jia, Zijie Zhai +7
cs.CVcs.AIcs.CLarXiv:2503.06749v42025
Grounded Human-Object Interaction Hotspots from Video
Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman
cs.CVarXiv:1812.04558v22018
Simple linear attention language models balance the recall-throughput tradeoff
Simran Arora, Sabri Eyuboglu, Michael Zhang +6
cs.CLcs.LGarXiv:2402.18668v22024
FAST: Efficient Action Tokenization for Vision-Language-Action Models
Karl Pertsch, Kyle Stachowicz, Brian Ichter +6
cs.ROcs.LGarXiv:2501.09747v12025
FUSE: An Evaluating Framework for Dangerous Capabilities of LLMs
Zhengyi Jin, Ru Zhang, Xiao Chen +5
cs.AIarXiv:2609.02168v12026
Social Learning and Distributed Hypothesis Testing
Anusha Lalitha, Tara Javidi, Anand Sarwate
math.STcs.ITmath.OCarXiv:1410.4307v52014
Summaries:한국어
Probabilistic Tools for the Analysis of Randomized Optimization Heuristics
Benjamin Doerr
cs.DScs.DMcs.NEarXiv:1801.06733v62018
Why Do Multi-Agent LLM Systems Fail?
Mert Cemri, Melissa Z. Pan, Shuyi Yang +10
cs.AIarXiv:2503.13657v32025
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing
Jun Yu, Hao Zhou, Yibing Zhan +1
cs.IRcs.CVarXiv:2012.13538v12020
"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents
Zhiping Zhang, Michelle Jia, Hao-Ping Lee +5
cs.HCcs.AIcs.CRarXiv:2309.11653v22023
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75
cs.CVarXiv:2302.01790v42023
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Shenzhi Wang, Le Yu, Chang Gao +15
cs.CLcs.AIcs.LGarXiv:2506.01939v22025
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
Chunyuan Li, Xiang Gao, Yuan Li +4
cs.CLcs.LGstat.MLarXiv:2004.04092v42020
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
Yubo Ma, Yuhang Zang, Liangyu Chen +13
cs.CVcs.CLarXiv:2407.01523v32024
Qwen3-Omni Technical Report
Jin Xu, Zhifang Guo, Hangrui Hu +35
cs.CLcs.AIcs.CVarXiv:2509.17765v12025
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
A. Chatzimparmpas, R. Martins, I. Jusufi +3
cs.LGcs.HCstat.MLarXiv:2212.11737v22022
Artificial intelligence enabled radio propagation for communications-Part II: Scenario identification and channel modeling
Chen Huang, Ruisi He, Bo Ai +8
eess.SParXiv:2111.12228v12021
Satellite Swarms for Direct-to-Cell Networks: A Distribution-Performance Trade-off Analysis
Xavier Artiga, Marius Caus, Ana I. Pérez-Neira +2
eess.SParXiv:2609.01380v12026
Summaries:한국어
A Benchmark for Lidar Sensors in Fog: Is Detection Breaking Down?
Mario Bijelic, Tobias Gruber, Werner Ritter
cs.CVarXiv:1912.03251v12019
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
cs.CLcs.LGarXiv:2104.08835v22021
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Microsoft, :, Abdelrahman Abouelenin +73
cs.CLcs.AIcs.LGarXiv:2503.01743v22025
Online Non-Monotone DR-Submodular Maximization Matching the Offline $0.401$ Factor
Vaneet Aggarwal, Yiyang Lu
cs.LGcs.AIcs.CCarXiv:2609.02145v12026
Open-ended Learning in Symmetric Zero-sum Games
David Balduzzi, Marta Garnelo, Yoram Bachrach +4
cs.LGcs.GTcs.MAarXiv:1901.08106v22019
IEEE 802.11be-Wi-Fi 7: New Challenges and Opportunities
Cailian Deng, Xuming Fang, Xiao Han +5
eess.SParXiv:2007.13401v32020
Spot the conversation: speaker diarisation in the wild
Joon Son Chung, Jaesung Huh, Arsha Nagrani +2
cs.SDcs.CVeess.ASarXiv:2007.01216v32020
Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Siyan Zhao, Zhihui Xie, Mengchen Liu +4
cs.LGcs.CLarXiv:2601.18734v32026
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
Rui Fan, Hengli Wang, Peide Cai +1
cs.CVcs.ROeess.IVarXiv:2008.11351v12020
InsightSeg: Reusing Correction Insights for Guideline-Consistent Segmentation
Vanshika Vats, Ashwani Rathee, James Davis
cs.CVcs.AIarXiv:2609.02002v12026
Continuous 3D Perception Model with Persistent State
Qianqian Wang, Yifei Zhang, Aleksander Holynski +2
cs.CVarXiv:2501.12387v12025
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment
Li Ding, Chenliang Xu
cs.CVarXiv:1803.10699v12018
Video-R1: Reinforcing Video Reasoning in MLLMs
Kaituo Feng, Kaixiong Gong, Bohao Li +7
cs.CVarXiv:2503.21776v42025
Sparse Instance Activation for Real-Time Instance Segmentation
Tianheng Cheng, Xinggang Wang, Shaoyu Chen +5
cs.CVarXiv:2203.12827v12022
SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology
Ihor Stepanov, Aleksandr Smechov, Mykhailo Shtopko +2
cs.AIcs.CLarXiv:2609.02292v12026
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
Royi Rassin, Eran Hirsch, Daniel Glickman +3
cs.CLcs.CVarXiv:2306.08877v32023
VACE: All-in-One Video Creation and Editing
Zeyinzi Jiang, Zhen Han, Chaojie Mao +3
cs.CVarXiv:2503.07598v22025
Codebook Agent: Amortized Topology Design for LLM Multi-Agent Systems
Jinxi Yu, Yubei Li, Eric Hanchen Jiang +6
cs.AIcs.LGcs.MAarXiv:2609.02264v12026
Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
cs.LGcs.CRcs.CVarXiv:1906.10908v22019
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
Xuan He, Dongfu Jiang, Ge Zhang +16
cs.CVcs.AIarXiv:2406.15252v32024
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Jason Wei, Zhiqing Sun, Spencer Papay +7
cs.CLarXiv:2504.12516v12025
Propose to Learn, Learn to Propose: Evaluability-Aware Assistance under Bounded Rationality
Yifan Zhu, Sammie Katt, Samuel Kaski
cs.AIcs.HCcs.MAarXiv:2609.02242v12026
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
Tianzhe Chu, Yuexiang Zhai, Jihan Yang +6
cs.AIcs.CVcs.LGarXiv:2501.17161v22025
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Yujia Qin, Yining Ye, Junjie Fang +32
cs.AIcs.CLcs.CVarXiv:2501.12326v12025
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
Oscar Sainz, Iker García-Ferrero, Rodrigo Agerri +3
cs.CLarXiv:2310.03668v52023
PhoenixNest-Video: Evidence-Grounded Multimodal Agent Framework for Automated Video Interview Assessment
Fan Yuxuan, Huang Miaojun, Zhang Haimei +2
cs.AIarXiv:2609.02231v12026
Dream 7B: Diffusion Large Language Models
Jiacheng Ye, Zhihui Xie, Lin Zheng +5
cs.CLarXiv:2508.15487v12025
RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation
Tianxing Chen, Zanxin Chen, Baijun Chen +23
cs.ROcs.AIcs.CLarXiv:2506.18088v22025
Motion-Aware Feature for Improved Video Anomaly Detection
Yi Zhu, Shawn Newsam
cs.CVcs.LGeess.IVarXiv:1907.10211v12019
Deep Image Spatial Transformation for Person Image Generation
Yurui Ren, Xiaoming Yu, Junming Chen +2
cs.CVcs.AIarXiv:2003.00696v22020
On Top-Down and Local Lower Bounds for $\mathrm{AC^0}$ Circuits
Gülce Kardeş, Benjamin Rossman
cs.CCarXiv:2609.01759v12026
Mean Flows for One-step Generative Modeling
Zhengyang Geng, Mingyang Deng, Xingjian Bai +2
cs.LGcs.CVarXiv:2505.13447v12025
Recent advances in opinion propagation dynamics: A 2020 Survey
Hossein Noorazar
physics.soc-phcs.SIarXiv:2004.05286v32020
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Prateek Chhikara, Dev Khant, Saket Aryan +2
cs.CLcs.AIarXiv:2504.19413v12025
Interdependent networks with correlated degrees of mutually dependent nodes
Sergey V. Buldyrev, Nathaniel Shere, Gabriel A. Cwilich
cond-mat.dis-nncond-mat.stat-mecharXiv:1009.3183v12010
Simulating electron energy loss spectroscopy with the MNPBEM toolbox
Ulrich Hohenester
cond-mat.mes-hallarXiv:1312.0748v12013
Flow-GRPO: Training Flow Matching Models via Online RL
Jie Liu, Gongye Liu, Jiajun Liang +6
cs.CVcs.AIarXiv:2505.05470v52025
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
Mido Assran, Adrien Bardes, David Fan +27
cs.AIcs.CVcs.LGarXiv:2506.09985v12025

Every paper with a summary

DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

MedGemma Technical Report

Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMs

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Grounded Human-Object Interaction Hotspots from Video

Simple linear attention language models balance the recall-throughput tradeoff

FAST: Efficient Action Tokenization for Vision-Language-Action Models

FUSE: An Evaluating Framework for Dangerous Capabilities of LLMs

Social Learning and Distributed Hypothesis Testing

Probabilistic Tools for the Analysis of Randomized Optimization Heuristics

Why Do Multi-Agent LLM Systems Fail?

Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing

"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents

Understanding metric-related pitfalls in image analysis validation

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space

MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations

Qwen3-Omni Technical Report

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Artificial intelligence enabled radio propagation for communications-Part II: Scenario identification and channel modeling

Satellite Swarms for Direct-to-Cell Networks: A Distribution-Performance Trade-off Analysis

A Benchmark for Lidar Sensors in Fog: Is Detection Breaking Down?

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Online Non-Monotone DR-Submodular Maximization Matching the Offline $0.401$ Factor

Open-ended Learning in Symmetric Zero-sum Games

IEEE 802.11be-Wi-Fi 7: New Challenges and Opportunities

Spot the conversation: speaker diarisation in the wild

Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection

InsightSeg: Reusing Correction Insights for Guideline-Consistent Segmentation

Continuous 3D Perception Model with Persistent State

Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment

Video-R1: Reinforcing Video Reasoning in MLLMs

Sparse Instance Activation for Real-Time Instance Segmentation

SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

VACE: All-in-One Video Creation and Editing

Codebook Agent: Amortized Topology Design for LLM Multi-Agent Systems

Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Propose to Learn, Learn to Propose: Evaluability-Aware Assistance under Bounded Rationality

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

UI-TARS: Pioneering Automated GUI Interaction with Native Agents

GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

PhoenixNest-Video: Evidence-Grounded Multimodal Agent Framework for Automated Video Interview Assessment

Dream 7B: Diffusion Large Language Models

RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

Motion-Aware Feature for Improved Video Anomaly Detection

Deep Image Spatial Transformation for Person Image Generation

On Top-Down and Local Lower Bounds for $\mathrm{AC^0}$ Circuits

Mean Flows for One-step Generative Modeling

Recent advances in opinion propagation dynamics: A 2020 Survey

Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Interdependent networks with correlated degrees of mutually dependent nodes

Simulating electron energy loss spectroscopy with the MNPBEM toolbox

Flow-GRPO: Training Flow Matching Models via Online RL

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning