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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25,861 to 25,920 of 61,351

SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model
Delin Qu, Haoming Song, Qizhi Chen +8
cs.ROcs.AIarXiv:2501.15830v52025
A Simple Neural Attentive Meta-Learner
Nikhil Mishra, Mostafa Rohaninejad, Xi Chen +1
cs.AIcs.LGcs.NEarXiv:1707.03141v32017
Deciding superellipticity and computing the Weierstrass normal form
T. Shaska
math.AGcs.SCmath.NTarXiv:2609.00672v12026
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks
Rachel Lea Draelos, Lawrence Carin
eess.IVcs.CVcs.LGarXiv:2011.08891v42020
UniVLA: Learning to Act Anywhere with Task-centric Latent Actions
Qingwen Bu, Yanting Yang, Jisong Cai +5
cs.ROcs.AIcs.LGarXiv:2505.06111v32025
GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing
Lingxiao Li, Max Whitton, Ledell Wu +1
cs.CVarXiv:2609.00525v12026
EarthLD: Towards Unified Open-World Landslide Understanding via Vision-Language Guided Diffusion Models
Yuanchao Su, Lianru Gao, Mengying Jiang +3
cs.CVarXiv:2609.00712v12026
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
Zhen Yang, Fang Liu, Zhongxing Yu +7
cs.SEcs.AIarXiv:2404.14646v22024
SFAD: Speculative Factuality-Aware Decoding
Guanqiao Chen, Di Wang, Lijie Hu
cs.CLarXiv:2609.00796v22026
Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection
Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih +4
cs.CVarXiv:1706.03038v22017
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases
Simon Lacoste-Julien, Konstantina Palla, Alex Davies +3
cs.AIcs.DBcs.IRarXiv:1207.4525v12012
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
Weihao Zeng, Yuzhen Huang, Qian Liu +4
cs.LGcs.AIcs.CLarXiv:2503.18892v32025
Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs
Jingtan Wang, Arun Verma, Xiaoqiang Lin +4
cs.CLcs.AIcs.LGarXiv:2609.01573v12026
Intriguing Properties of Contrastive Losses
Ting Chen, Calvin Luo, Lala Li
cs.LGcs.AIcs.CVarXiv:2011.02803v32020
GSVA: Generalized Segmentation via Multimodal Large Language Models
Zhuofan Xia, Dongchen Han, Yizeng Han +3
cs.CVarXiv:2312.10103v32023
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step
Li Zhong, Zilong Wang, Jingbo Shang
cs.SEcs.AIcs.CLarXiv:2402.16906v62024
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Lakshya A Agrawal, Shangyin Tan, Dilara Soylu +14
cs.CLcs.AIcs.LGarXiv:2507.19457v22025
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
Xiangxiang Chu, Limeng Qiao, Xinyu Zhang +8
cs.CVcs.AIarXiv:2402.03766v12024
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval
Gencer Sumbul, Arne de Wall, Tristan Kreuziger +6
cs.CVarXiv:2105.07921v22021
A Study of Conditional Diffusion Models for Open-Loop Control under Dry Friction and Stiction
Eric Aislan Antonelo
cs.LGarXiv:2609.01756v12026
Efficiently Approximating the Minimum-Volume Bounding Box of a Point Set in Three Dimensions
Gill Barequet, Sariel Har-Peled
cs.CGarXiv:2512.12391v12025
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
cs.CLcs.LGarXiv:2203.10321v12022
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Xinyi Hou, Yanjie Zhao, Shenao Wang +1
cs.CRcs.AIarXiv:2503.23278v32025
Super-Resolution Delay-Doppler Estimation for OFDM Passive Radar
Le Zheng, Xiaodong Wang
cs.ITarXiv:1610.04218v22016
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
Lucas Maes, Quentin Le Lidec, Damien Scieur +2
cs.LGcs.AIarXiv:2603.19312v32026
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents
Xiaojing Liu, Feiyu Gao, Qiong Zhang +1
cs.IRcs.CVcs.LGarXiv:1903.11279v12019
HealthBench: Evaluating Large Language Models Towards Improved Human Health
Rahul K. Arora, Jason Wei, Rebecca Soskin Hicks +9
cs.CLarXiv:2505.08775v12025
TSLANet: Rethinking Transformers for Time Series Representation Learning
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen +2
cs.LGstat.MLarXiv:2404.08472v22024
Step1X-Edit: A Practical Framework for General Image Editing
Shiyu Liu, Yucheng Han, Peng Xing +21
cs.CVarXiv:2504.17761v52025
Global Self-Attention as a Replacement for Graph Convolution
Md Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
cs.LGarXiv:2108.03348v32021
ASTEC -- the Aarhus STellar Evolution Code
J. Christensen-Dalsgaard
astro-pharXiv:0710.3114v12007
LIMO: Less is More for Reasoning
Yixin Ye, Zhen Huang, Yang Xiao +3
cs.CLcs.AIarXiv:2502.03387v32025
Utility Optimal Scheduling in Energy Harvesting Networks
Longbo Huang, Michael J. Neely
math.OCarXiv:1012.1945v12010
Smart Contracts Claimed Vulnerable by the CVE Database, with Labels and Source Locations
Monika di Angelo, Gernot Salzer
cs.CRcs.SEarXiv:2609.01186v12026
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation
Aaditya Prasad, Kevin Lin, Jimmy Wu +2
cs.ROcs.AIarXiv:2405.07503v22024
YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception
Mengqi Lei, Siqi Li, Yihong Wu +7
cs.CVarXiv:2506.17733v22025
Dynamics Based 3D Skeletal Hand Tracking
Stan Melax, Leonid Keselman, Sterling Orsten
cs.CVcs.GRarXiv:1705.07640v12017
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Boqiang Zhang, Kehan Li, Zesen Cheng +12
cs.CVarXiv:2501.13106v42025
ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification
Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer
eess.SPcs.LGarXiv:1802.00308v22018
Residual Attention: A Simple but Effective Method for Multi-Label Recognition
Ke Zhu, Jianxin Wu
cs.CVarXiv:2108.02456v22021
Fast-WAM: Do World Action Models Need Test-time Future Imagination?
Tianyuan Yuan, Zibin Dong, Yicheng Liu +1
cs.CVcs.AIarXiv:2603.16666v22026
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Chengyue Wu, Hao Zhang, Shuchen Xue +6
cs.CLarXiv:2505.22618v32025
Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection
Jelena Bradic, Jianqing Fan, Weiwei Wang
stat.MEmath.STarXiv:0912.5200v22009
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

Every paper with a summary

SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model

A Simple Neural Attentive Meta-Learner

Deciding superellipticity and computing the Weierstrass normal form

Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks

UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing

EarthLD: Towards Unified Open-World Landslide Understanding via Vision-Language Guided Diffusion Models

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation

SFAD: Speculative Factuality-Aware Decoding

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs

Intriguing Properties of Contrastive Losses

GSVA: Generalized Segmentation via Multimodal Large Language Models

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval

A Study of Conditional Diffusion Models for Open-Loop Control under Dry Friction and Stiction

Efficiently Approximating the Minimum-Volume Bounding Box of a Point Set in Three Dimensions

Sequence-to-Sequence Knowledge Graph Completion and Question Answering

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Super-Resolution Delay-Doppler Estimation for OFDM Passive Radar

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

Graph Convolution for Multimodal Information Extraction from Visually Rich Documents

HealthBench: Evaluating Large Language Models Towards Improved Human Health

TSLANet: Rethinking Transformers for Time Series Representation Learning

Step1X-Edit: A Practical Framework for General Image Editing

Global Self-Attention as a Replacement for Graph Convolution

ASTEC -- the Aarhus STellar Evolution Code

LIMO: Less is More for Reasoning

Utility Optimal Scheduling in Energy Harvesting Networks

Smart Contracts Claimed Vulnerable by the CVE Database, with Labels and Source Locations

Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation

YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception

Dynamics Based 3D Skeletal Hand Tracking

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

Residual Attention: A Simple but Effective Method for Multi-Label Recognition

Fast-WAM: Do World Action Models Need Test-time Future Imagination?

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection

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