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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52,861 to 52,920 of 61,351

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach
Yunchao Wei, Jiashi Feng, Xiaodan Liang +3
cs.CVarXiv:1703.08448v32017
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Ximing Lu, David Acuna, Jaehun Jung +12
cs.AIarXiv:2601.22975v22026
Fast Matrix Multiplication in Small Formats: Discovering New Schemes with an Open-Source Flip Graph Framework
A. I. Perminov
cs.SCarXiv:2603.02398v12026
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
Benno Krojer, Shravan Nayak, Oscar Mañas +4
cs.CVcs.AIarXiv:2602.00462v52026
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)
David Gutman, Noel C. F. Codella, Emre Celebi +4
cs.CVarXiv:1605.01397v12016
DynaContext: Self-Improving Dynamic Contextualization of Optimized Prompts for Heterogeneous Parameter Extraction
Joe Yu, Shibin Thomas Stanley Paul, Sven Mayer
cs.AIarXiv:2608.22014v12026
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models
Xiaogeng Liu, Nan Xu, Muhao Chen +1
cs.CLcs.AIarXiv:2310.04451v22023
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation
Holger R. Roth, Le Lu, Amal Farag +4
cs.CVarXiv:1506.06448v12015
Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence
Yuanyuan Gao, Hao Li, Yifei Liu +14
cs.CVarXiv:2603.07660v12026
Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs
Yu Liang, Zhongjin Zhang, Yuxuan Zhu +10
cs.IRcs.AIarXiv:2602.02338v12026
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
Xiao Liang, Zhong-Zhi Li, Zhenghao Lin +7
cs.CLarXiv:2602.02477v12026
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
Chongyi Li, Chunle Guo, Chen Change Loy
cs.CVarXiv:2103.00860v12021
ACEMD: Accelerating bio-molecular dynamics in the microsecond time-scale
M. J. Harvey, G. Giupponi, G. De Fabritiis
physics.comp-phphysics.bio-pharXiv:0902.0827v12009
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning
Justin Fu, Katie Luo, Sergey Levine
cs.LGarXiv:1710.11248v22017
Meissa: Multi-modal Medical Agentic Intelligence
Yixiong Chen, Xinyi Bai, Yue Pan +2
cs.AIarXiv:2603.09018v12026
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
Kaiser Sun, Xiaochuang Yuan, Hongjun Liu +4
cs.CLcs.CVarXiv:2603.09095v32026
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
Shunsuke Saito, Tomas Simon, Jason Saragih +1
cs.CVcs.GRarXiv:2004.00452v12020
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Ji Gao, Jack Lanchantin, Mary Lou Soffa +1
cs.CLcs.CRcs.IRarXiv:1801.04354v52018
Multimodal Prompt Learning with Irregular EHRs for Robust Monitoring of Critical Care Patients
Yixin Yang, Yueyang Sun, Weichen Liu +2
cs.AIarXiv:2608.21941v12026
CondenseNet: An Efficient DenseNet using Learned Group Convolutions
Gao Huang, Shichen Liu, Laurens van der Maaten +1
cs.CVarXiv:1711.09224v22017
OpenLID-v3: Improving the Precision of Closely Related Language Identification -- An Experience Report
Mariia Fedorova, Nikolay Arefyev, Maja Buljan +4
cs.CLarXiv:2602.13139v42026
One-Step Evolution for Long-Time Extrapolation: An Error-Bound-Informed and Prior-Guided Neural Residual Framework for Autonomous PDEs
Maqun Zhang, Feng Gao, Wankun Chen +3
cs.AIcs.LGarXiv:2608.22026v12026
SPILLage: Agentic Oversharing on the Web
Jaechul Roh, Eugene Bagdasarian, Hamed Haddadi +1
cs.AIarXiv:2602.13516v12026
Can Cascades be Predicted?
Justin Cheng, Lada A. Adamic, P. Alex Dow +2
cs.SIphysics.soc-phstat.MLarXiv:1403.4608v12014
SPAR-Hate: An Auditor-Guided Multi-Agent Framework for Bilingual Hate Speech Parsing
Yifan Lyu, Dianqing Lin, Xinran Li +2
cs.AIarXiv:2608.22018v12026
What's in a crowd? Analysis of face-to-face behavioral networks
Lorenzo Isella, Juliette Stehlé, Alain Barrat +3
physics.soc-phcs.HCnlin.AOarXiv:1006.1260v32010
Towards Accurate Multi-person Pose Estimation in the Wild
George Papandreou, Tyler Zhu, Nori Kanazawa +4
cs.CVarXiv:1701.01779v22017
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
Haohe Liu, Zehua Chen, Yi Yuan +5
cs.SDcs.AIcs.MMarXiv:2301.12503v32023
Summaries:简体中文
PETR: Position Embedding Transformation for Multi-View 3D Object Detection
Yingfei Liu, Tiancai Wang, Xiangyu Zhang +1
cs.CVarXiv:2203.05625v32022
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
Haotian Tang, Zhijian Liu, Shengyu Zhao +4
cs.CVarXiv:2007.16100v22020
Redteaming Leading Arabic LLMs with ASAS
Fidaa Abed, Haidar Khan, M Saiful Bari +2
cs.AIarXiv:2608.21985v12026
HalluHard: A Hard Multi-Turn Hallucination Benchmark
Dongyang Fan, Sebastien Delsad, Nicolas Flammarion +1
cs.AIcs.CLarXiv:2602.01031v12026
Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs
Ruihan Jin, Pengpeng Shao, Zhengqi Wen +5
cs.CLarXiv:2602.01064v22026
Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks
Lukas Struppek, Adam Gleave, Kellin Pelrine
cs.CRcs.AIcs.CLarXiv:2602.14689v12026
Beyond Similarity: Heterogeneous Graph Learning for Multi-Objective Food Substitution in Charitable Food Agencies
Naimur Rahman Chowdhury, Limon Bin Hossain
cs.AIarXiv:2608.21979v12026
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
Yifan Xu, Tianqi Fan, Mingye Xu +2
cs.CVarXiv:1803.11527v32018
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities
Kaixuan Chen, Dalin Zhang, Lina Yao +3
cs.HCcs.LGarXiv:2001.07416v22020
Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization
S. Sundhar Ram, A. Nedich, V. V. Veeravalli
math.OCarXiv:0811.2595v12008
Closed-loop AI achieves certifiable engineering design
Tianyi Yu, Chengxing Tao, Haoxuan Shen +8
cs.AIarXiv:2608.21976v12026
AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory
Yuanhe Zhang, Jason D. Lee, Fanghui Liu
cs.LGcs.CLmath.STarXiv:2602.02285v22026
Repo2Skill-Evo: Repository Skills Go Stale in Silence
Chenyuan Duan, Ge Shi, Zineng Mao +10
cs.AIcs.SEarXiv:2608.21964v12026
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
Hyunwoo Kim, Byoungchan Ko, Minseok Kang +5
cs.AIarXiv:2608.21952v12026
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Linjie Yang, Ping Luo, Chen Change Loy +1
cs.CVcs.AIarXiv:1506.08959v22015
RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
Jialiang Zhu, Gongrui Zhang, Xiaolong Ma +17
cs.CLcs.AIarXiv:2602.02486v12026
PixelGen: Improving Pixel Diffusion with Perceptual Supervision
Zehong Ma, Ruihan Xu, Shiliang Zhang
cs.CVcs.AIarXiv:2602.02493v22026
Kron Reduction of Graphs with Applications to Electrical Networks
Florian Dorfler, Francesco Bullo
math.COcs.DMeess.SYarXiv:1102.2950v12011
FILIP: Fine-grained Interactive Language-Image Pre-Training
Lewei Yao, Runhui Huang, Lu Hou +7
cs.CVcs.LGarXiv:2111.07783v12021
TessIndex: Capability Verified Identity System for the Agent Economy
Mehul Goenka, Tejas Pathak, Siddharth Asthana
cs.AIcs.CRcs.MAarXiv:2608.21942v12026
PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents
Yuxiang Chai, Shunye Tang, Han Xiao +2
cs.AIarXiv:2603.08013v12026
When Does Sparsity Mitigate the Curse of Depth in LLMs
Dilxat Muhtar, Xinyuan Song, Sebastian Pokutta +4
cs.CLarXiv:2603.15389v22026
graph2vec: Learning Distributed Representations of Graphs
Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan +3
cs.AIcs.CLcs.CRarXiv:1707.05005v12017
SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
Jiwoo Chung, Sangeek Hyun, MinKyu Lee +5
cs.CVarXiv:2602.18993v22026
Conditional Neural Processes
Marta Garnelo, Dan Rosenbaum, Chris J. Maddison +6
cs.LGstat.MLarXiv:1807.01613v12018
On Randomness in Agentic Evals
Bjarni Haukur Bjarnason, André Silva, Martin Monperrus
cs.LGcs.AIcs.SEarXiv:2602.07150v32026
REBOUND: An open-source multi-purpose N-body code for collisional dynamics
Hanno Rein, Shang-Fei Liu
astro-ph.EPastro-ph.IMmath.DSarXiv:1110.4876v22011
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
Dongjie Cheng, Yongqi Li, Zhixin Ma +5
cs.AIarXiv:2601.09536v22026
Consistency Is Not Coherence: Orientation Search for Certified Alignments Between 4D Defence Upper Ontologies
Fabio Rovai
cs.AIcs.DBcs.LOarXiv:2608.21914v12026
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification
Keiller Nogueira, Otávio A. B. Penatti, Jefersson A. dos Santos
cs.CVarXiv:1602.01517v12016
GameDevBench: Evaluating Agentic Capabilities Through Game Development
Wayne Chi, Yixiong Fang, Arnav Yayavaram +8
cs.AIcs.CLcs.SEarXiv:2602.11103v22026
H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
Zhenyu Zhang, Ying Sheng, Tianyi Zhou +9
cs.LGarXiv:2306.14048v32023

Every paper with a summary

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Fast Matrix Multiplication in Small Formats: Discovering New Schemes with an Open-Source Flip Graph Framework

LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)

DynaContext: Self-Improving Dynamic Contextualization of Optimized Prompts for Heterogeneous Parameter Extraction

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence

Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation

ACEMD: Accelerating bio-molecular dynamics in the microsecond time-scale

Learning Robust Rewards with Adversarial Inverse Reinforcement Learning

Meissa: Multi-modal Medical Agentic Intelligence

Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs

PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers

Multimodal Prompt Learning with Irregular EHRs for Robust Monitoring of Critical Care Patients

CondenseNet: An Efficient DenseNet using Learned Group Convolutions

OpenLID-v3: Improving the Precision of Closely Related Language Identification -- An Experience Report

One-Step Evolution for Long-Time Extrapolation: An Error-Bound-Informed and Prior-Guided Neural Residual Framework for Autonomous PDEs

SPILLage: Agentic Oversharing on the Web

Can Cascades be Predicted?

SPAR-Hate: An Auditor-Guided Multi-Agent Framework for Bilingual Hate Speech Parsing

What's in a crowd? Analysis of face-to-face behavioral networks

Towards Accurate Multi-person Pose Estimation in the Wild

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

PETR: Position Embedding Transformation for Multi-View 3D Object Detection

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Redteaming Leading Arabic LLMs with ASAS

HalluHard: A Hard Multi-Turn Hallucination Benchmark

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

Beyond Similarity: Heterogeneous Graph Learning for Multi-Objective Food Substitution in Charitable Food Agencies

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters

Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities

Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization

Closed-loop AI achieves certifiable engineering design

AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

Repo2Skill-Evo: Repository Skills Go Stale in Silence

SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

PixelGen: Improving Pixel Diffusion with Perceptual Supervision

Kron Reduction of Graphs with Applications to Electrical Networks

FILIP: Fine-grained Interactive Language-Image Pre-Training

TessIndex: Capability Verified Identity System for the Agent Economy

PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents

When Does Sparsity Mitigate the Curse of Depth in LLMs

graph2vec: Learning Distributed Representations of Graphs

SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models

Conditional Neural Processes

On Randomness in Agentic Evals

REBOUND: An open-source multi-purpose N-body code for collisional dynamics

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning

Consistency Is Not Coherence: Orientation Search for Certified Alignments Between 4D Defence Upper Ontologies

Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification

GameDevBench: Evaluating Agentic Capabilities Through Game Development

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models