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.

Search paper metadata (including unsummarized papers)

52,801 to 52,860 of 61,351

FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation
Guangsheng Bao, Hongbo Zhang, Han Cui +4
cs.LGcs.CLarXiv:2605.04651v22026
Neural Motifs: Scene Graph Parsing with Global Context
Rowan Zellers, Mark Yatskar, Sam Thomson +1
cs.CVarXiv:1711.06640v22017
EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration
Wuyang Li, Yang Gao, Mariam Hassan +4
cs.CVcs.AIarXiv:2605.15042v12026
A Neural Representation of Sketch Drawings
David Ha, Douglas Eck
cs.NEcs.LGstat.MLarXiv:1704.03477v42017
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Haoran Tang, Rein Houthooft, Davis Foote +6
cs.AIcs.LGarXiv:1611.04717v32016
Natural Language Processing (almost) from Scratch
Ronan Collobert, Jason Weston, Leon Bottou +3
cs.LGcs.CLarXiv:1103.0398v12011
Summaries:한국어
How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks
Yanlin Fei, Nazhou Liu, Xinmiao Yu +6
cs.CLarXiv:2608.14905v12026
DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing
Kailai Feng, Yuxiang Wei, Bo Chen +5
cs.CVarXiv:2603.28713v12026
MixFormer: End-to-End Tracking with Iterative Mixed Attention
Yutao Cui, Cheng Jiang, Limin Wang +1
cs.CVarXiv:2203.11082v22022
Learning to Retrieve from Agent Trajectories
Yuqi Zhou, Sunhao Dai, Changle Qu +3
cs.IRcs.AIcs.CLarXiv:2604.04949v12026
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Tianle Cai, Yuhong Li, Zhengyang Geng +4
cs.LGcs.CLarXiv:2401.10774v32024
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations
Yibo Yan, Mingdong Ou, Yi Cao +6
cs.CLcs.IRarXiv:2603.01666v12026
A New Representation of Skeleton Sequences for 3D Action Recognition
Qiuhong Ke, Mohammed Bennamoun, Senjian An +2
cs.CVarXiv:1703.03492v32017
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
Qijie Zhao, Tao Sheng, Yongtao Wang +4
cs.CVarXiv:1811.04533v32018
MEMORY Wins All: Indirect Bias Injection Attacks via Social Media Feeds
Minjae Seo, Wonwoo Choi, Geonwoo Han +7
cs.AIcs.CYarXiv:2608.22061v12026
Post-LayerNorm Is Back: Stable, ExpressivE, and Deep
Chen Chen, Lai Wei
cs.LGcs.CLarXiv:2601.19895v22026
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
Aradhye Agarwal, Gurdit Siyan, Yash Pandya +3
cs.CLarXiv:2603.03205v22026
Homogeneous Approximation, Recursive Observer Design, and Output Feedback
Vincent Andrieu, Laurent Praly, Alessandro Astolfi
math.OCarXiv:0903.0298v12009
Behavior Regularized Offline Reinforcement Learning
Yifan Wu, George Tucker, Ofir Nachum
cs.LGcs.AIstat.MLarXiv:1911.11361v12019
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking
Laura Leal-Taixé, Anton Milan, Ian Reid +2
cs.CVarXiv:1504.01942v12015
Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
Tian Lan, Felix Henry, Bin Zhu +7
cs.CLarXiv:2602.06724v12026
F3Net: Fusion, Feedback and Focus for Salient Object Detection
Jun Wei, Shuhui Wang, Qingming Huang
cs.CVarXiv:1911.11445v12019
Computer Environments Elicit General Agentic Intelligence in LLMs
Daixuan Cheng, Shaohan Huang, Yuxian Gu +6
cs.CLcs.AIarXiv:2601.16206v32026
Placement Optimization of UAV-Mounted Mobile Base Stations
Jiangbin Lyu, Yong Zeng, Rui Zhang +1
cs.ITarXiv:1612.01047v12016
Hack-Verifiable Terminal Bench: Evaluating Reward Hacking in Terminal Tasks
Amit Roth, Ivan Bercovich, Yonathan Efroni
cs.AIarXiv:2608.22103v12026
On a Formal Model of Safe and Scalable Self-driving Cars
Shai Shalev-Shwartz, Shaked Shammah, Amnon Shashua
cs.ROcs.AIstat.MLarXiv:1708.06374v62017
Real-time Scene Text Detection with Differentiable Binarization
Minghui Liao, Zhaoyi Wan, Cong Yao +2
cs.CVarXiv:1911.08947v22019
StealthRL: Reinforcement Learning Paraphrase Attacks for Multi-Detector Evasion of AI-Text Detectors
Suraj Ranganath, Atharv Ramesh
cs.LGcs.AIcs.CRarXiv:2602.08934v22026
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
Jiachun Li, Shaoping Huang, Zhuoran Jin +5
cs.CLcs.AIcs.CVarXiv:2603.02024v12026
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
cs.CVarXiv:1701.02096v22017
Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays
Edwin Ouko, Emmanuel Lujan, Alan Edelman +1
cs.AIcs.CEarXiv:2608.22068v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
Adaptive Graph Convolutional Neural Networks
Ruoyu Li, Sheng Wang, Feiyun Zhu +1
cs.LGstat.MLarXiv:1801.03226v12018
A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications
Shuo Wang, Xing Zhang, Yan Zhang +3
cs.NIarXiv:1703.10750v12017
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
Jiejun Tan, Zhicheng Dou, Liancheng Zhang +3
cs.IRcs.AIarXiv:2603.03379v22026
Learning Texture Transformer Network for Image Super-Resolution
Fuzhi Yang, Huan Yang, Jianlong Fu +2
cs.CVarXiv:2006.04139v22020
From SQL Generation to Tool Selection: A Domain-Oriented Pattern for MCP Servers
Bartolomeo Bogliolo
cs.AIcs.DBarXiv:2608.22063v12026
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories
Chenlong Deng, Mengjie Deng, Junjie Wu +10
cs.CVcs.IRarXiv:2602.10809v22026
SAMBLASTER: fast duplicate marking and structural variant read extraction
Gregory G. Faust, Ira M. Hall
q-bio.GNarXiv:1403.7486v12014
BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth
Mahdi Rad, Vincent Lepetit
cs.CVarXiv:1703.10896v22017
Benchmarks Saturate When The Model Gets Smarter Than The Judge
Marthe Ballon, Andres Algaba, Brecht Verbeken +1
cs.AIcs.CLcs.LGarXiv:2601.19532v12026
Time-Series Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen +4
cs.LGcs.AIarXiv:2106.14112v12021
Search Broadly, Seek Evidence on Both Sides, Decide Narrowly: Evidence-Admissible GraphRAG for Longitudinal Clinical Event Verification
Xingtao Lin, Yubo Feng, Weixin Liu +4
cs.AIarXiv:2608.22062v12026
A Review on the Use of Blockchain for the Internet of Things
Tiago M. Fernandez-Carames, Paula Fraga-Lamas
cs.CRarXiv:2402.00687v12024
Voxtral Realtime
Mistral-AI, :, Alexander H. Liu +166
cs.AIarXiv:2602.11298v32026
Passive Self-Interference Suppression for Full-Duplex Infrastructure Nodes
Evan Everett, Achaleshwar Sahai, Ashutosh Sabharwal
cs.ITcs.NIarXiv:1302.2185v22013
ScalSelect: Scalable Training-Free Multimodal Data Selection for Efficient Visual Instruction Tuning
Changti Wu, Jiahuai Mao, Yuzhuo Miao +6
cs.CVcs.AIarXiv:2602.11636v12026
Precise Zero-Shot Dense Retrieval without Relevance Labels
Luyu Gao, Xueguang Ma, Jimmy Lin +1
cs.IRcs.CLarXiv:2212.10496v12022
Continual GUI Agents
Ziwei Liu, Borui Kang, Hangjie Yuan +4
cs.LGcs.CVarXiv:2601.20732v42026
Phi-4-reasoning-vision-15B Technical Report
Jyoti Aneja, Michael Harrison, Neel Joshi +3
cs.AIcs.CVarXiv:2603.03975v12026
More Accurate or More Efficient? Evaluating Locally Deployed Compact Open-Weight Language Models for Mathematical Reasoning
Orion Powers, Daniella Seum, Khaled Slhoub
cs.AIarXiv:2608.22048v12026
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
Katherine Tian, Eric Mitchell, Allan Zhou +5
cs.CLarXiv:2305.14975v22023
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
Tengyue Xu, Zhuoyang Qian, Gaoge Liu +16
cs.CEarXiv:2601.20833v12026
MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks
Yi Zhu, Xiongwei Wu, Qiyi Wang +8
cs.AIarXiv:2608.23035v12026
Nature-Inspired Optimization Algorithms: Challenges and Open Problems
Xin-She Yang
cs.NEcs.LGmath.OCarXiv:2003.03776v12020
OVD: On-policy Verbal Distillation
Jing Xiong, Hui Shen, Shansan Gong +7
cs.CLarXiv:2601.21968v12026
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
Xiaoyang Wu, Yixing Lao, Li Jiang +2
cs.CVarXiv:2210.05666v22022
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
Mingqian Feng, Xiaodong Liu, Weiwei Yang +3
cs.AIarXiv:2601.22636v22026
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan, Haiyang Yu, Shurui Gui +1
cs.LGcs.AIarXiv:2012.15445v32020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
Xuanyi Dong, Yi Yang
cs.CVarXiv:2001.00326v22020

Every paper with a summary

FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation

Neural Motifs: Scene Graph Parsing with Global Context

EverAnimate: Minute-Scale Human Animation via Latent Flow Restoration

A Neural Representation of Sketch Drawings

#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning

Natural Language Processing (almost) from Scratch

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

DreamLite: A Lightweight On-Device Unified Model for Image Generation and Editing

MixFormer: End-to-End Tracking with Iterative Mixed Attention

Learning to Retrieve from Agent Trajectories

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations

A New Representation of Skeleton Sequences for 3D Action Recognition

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

MEMORY Wins All: Indirect Bias Injection Attacks via Social Media Feeds

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

Homogeneous Approximation, Recursive Observer Design, and Output Feedback

Behavior Regularized Offline Reinforcement Learning

MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking

Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion

F3Net: Fusion, Feedback and Focus for Salient Object Detection

Computer Environments Elicit General Agentic Intelligence in LLMs

Placement Optimization of UAV-Mounted Mobile Base Stations

Hack-Verifiable Terminal Bench: Evaluating Reward Hacking in Terminal Tasks

On a Formal Model of Safe and Scalable Self-driving Cars

Real-time Scene Text Detection with Differentiable Binarization

StealthRL: Reinforcement Learning Paraphrase Attacks for Multi-Detector Evasion of AI-Text Detectors

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning

Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis

Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Adaptive Graph Convolutional Neural Networks

A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning

Learning Texture Transformer Network for Image Super-Resolution

From SQL Generation to Tool Selection: A Domain-Oriented Pattern for MCP Servers

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories

SAMBLASTER: fast duplicate marking and structural variant read extraction

BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth

Benchmarks Saturate When The Model Gets Smarter Than The Judge

Time-Series Representation Learning via Temporal and Contextual Contrasting

Search Broadly, Seek Evidence on Both Sides, Decide Narrowly: Evidence-Admissible GraphRAG for Longitudinal Clinical Event Verification

A Review on the Use of Blockchain for the Internet of Things

Voxtral Realtime

Passive Self-Interference Suppression for Full-Duplex Infrastructure Nodes

ScalSelect: Scalable Training-Free Multimodal Data Selection for Efficient Visual Instruction Tuning

Precise Zero-Shot Dense Retrieval without Relevance Labels

Continual GUI Agents

Phi-4-reasoning-vision-15B Technical Report

More Accurate or More Efficient? Evaluating Locally Deployed Compact Open-Weight Language Models for Mathematical Reasoning

Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks

Nature-Inspired Optimization Algorithms: Challenges and Open Problems

OVD: On-policy Verbal Distillation

Point Transformer V2: Grouped Vector Attention and Partition-based Pooling

Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling

Explainability in Graph Neural Networks: A Taxonomic Survey

NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search