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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3,001 to 3,060 of 61,229

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
Xiangyuan Xue, Yifan Zhou, Guibin Zhang +7
cs.CLcs.AIarXiv:2510.08529v22025
Heterogeneous Cross-Chain Transaction Tracing for Solana Bridges via Candidate-Set Selective Decision
Wenjie Dou, Zheng Che, Meng Shen +3
cs.CRarXiv:2609.11413v12026
A theory of multiclass boosting
Indraneel Mukherjee, Robert E. Schapire
stat.MLcs.AIarXiv:1108.2989v12011
Learning Unmasking Policies for Diffusion Language Models
Metod Jazbec, Theo X. Olausson, Louis Béthune +6
cs.LGarXiv:2512.09106v42025
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
Hansheng Chen, Kai Zhang, Hao Tan +3
cs.LGcs.AIcs.CVarXiv:2510.14974v32025
"They don't care about this": A Systematic Study of TEE Build Reproducibility in the Wild
Annika Wilde, Marco Gutfleisch, Felix Reichmann +4
cs.CRarXiv:2609.11411v12026
Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching
Bowen Wen, Shaurya Dewan, Stan Birchfield
cs.CVcs.ROarXiv:2512.11130v22025
Few-Shot Learning for Network Intrusion Detection: Methods, Datasets, and Performance
Arne Roszeitis, Victor Jüttner, Erik Buchmann
cs.CRarXiv:2609.11275v12026
You Get What You Sample: Evaluating Sampling Strategies for Web Security Measurements
Xuenan Zhang, Yuqing Yang, Giancarlo Pellegrino
cs.CRarXiv:2609.11218v12026
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English
Francisco Guzmán, Peng-Jen Chen, Myle Ott +5
cs.CLarXiv:1902.01382v32019
VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory
Yifei Yu, Xiaoshan Wu, Xinting Hu +8
cs.CVarXiv:2512.04519v12025
Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks
Guy Frankovits, Lior Yasur, Fred M. Grabovski +1
cs.CRcs.AIarXiv:2609.11404v12026
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
Henry Herzog, Favyen Bastani, Yawen Zhang +23
cs.CVcs.LGarXiv:2511.13655v12025
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
Weijie Su, Emmanuel Candes
math.STcs.ITarXiv:1503.08393v32015
Single-Perspective Warps in Natural Image Stitching
Tianli Liao, Nan Li
cs.CVarXiv:1802.04645v22018
ARE: Scaling Up Agent Environments and Evaluations
Romain Froger, Pierre Andrews, Matteo Bettini +21
cs.AIcs.CLarXiv:2509.17158v22025
You've Got a BUD in Me: Authenticated Reads from Per-Block Write Logs
Alejandro Ranchal-Pedrosa, Cody Littley, Ben Marsh
cs.CRcs.DBcs.DCarXiv:2609.11251v12026
A PAC-Bayesian Tutorial with A Dropout Bound
David McAllester
cs.LGarXiv:1307.2118v12013
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
Yue Huang, Hang Hua, Yujun Zhou +11
cs.LGcs.AIcs.CLarXiv:2510.09781v12025
ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
Haozhe Lu, Jiaqi Li, Xinyuan Zhu +1
cs.CRarXiv:2609.11082v12026
Big Enough to Break Out: Tracking the Rising Capability of LLM Penetration-Testing Agents
Victoria Lovelace, Cameron Berryman, Yuhan You +3
cs.CRarXiv:2609.10780v12026
Temporal Complementary Learning for Video Person Re-Identification
Ruibing Hou, Hong Chang, Bingpeng Ma +2
cs.CVarXiv:2007.09357v12020
The Machines Are Calling: Measuring Automated and Synthetic Voices in Unwanted Inbound Calls
Xingyu Shen, Tommy Duong, Muduo Xu +7
cs.CRcs.CYcs.SDarXiv:2609.11137v12026
The Missing Boundary: How Autonomous Agents Lose Control
Zonghao Ying, Xiangfan Wu, Huiyu Wu +4
cs.CRarXiv:2609.11024v12026
SynthID-Image: Image watermarking at internet scale
Sven Gowal, Rudy Bunel, Florian Stimberg +23
cs.CRcs.AIarXiv:2510.09263v12025
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
Sherwin Bahmani, Tianchang Shen, Jiawei Ren +10
cs.CVcs.GRarXiv:2509.19296v12025
No-Box Vulnerability Analysis: Description-only Detection of Indirect Prompt Injection Vulnerabilities in MCP Servers
Zehua Zhang, Jie Hu, Pratham Hegde +13
cs.CRcs.AIarXiv:2609.10854v12026
Learning Alignment for Multimodal Emotion Recognition from Speech
Haiyang Xu, Hui Zhang, Kun Han +3
cs.CLcs.SDeess.ASarXiv:1909.05645v22019
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints
Carlos Caetano, François Brémond, William Robson Schwartz
cs.CVcs.LGarXiv:1909.05704v12019
Deep Homography Estimation for Dynamic Scenes
Hoang Le, Feng Liu, Shu Zhang +1
cs.CVarXiv:2004.02132v12020
Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts
Ellis Brown, Jihan Yang, Shusheng Yang +2
cs.CVarXiv:2511.04655v12025
Are We on the Right Way to Assessing LLM-as-a-Judge?
Yuanning Feng, Sinan Wang, Zhengxiang Cheng +2
cs.CLcs.AIarXiv:2512.16041v12025
A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation
Dinghan Shen, Mingzhi Zheng, Yelong Shen +2
cs.CLcs.AIarXiv:2009.13818v22020
Distributed Mapping with Privacy and Communication Constraints: Lightweight Algorithms and Object-based Models
Siddharth Choudhary, Luca Carlone, Carlos Nieto +3
cs.ROcs.CVarXiv:1702.03435v12017
Scaling Behavior of Discrete Diffusion Language Models
Dimitri von Rütte, Janis Fluri, Omead Pooladzandi +3
cs.LGarXiv:2512.10858v32025
ReasonEdit: Towards Reasoning-Enhanced Image Editing Models
Fukun Yin, Shiyu Liu, Yucheng Han +12
cs.CVarXiv:2511.22625v22025
Architecting the Secure AI-SOC: A Neurosymbolic Framework for Pipeline Integrity and Threat Mitigation
Anna Gazani, Spyridon Kounoupidis, Panagiotis Katsaros +3
cs.CRcs.AIarXiv:2609.10707v12026
CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
Xinhai Hou, Shaoyuan Xu, Manan Biyani +4
cs.CVarXiv:2511.19661v22025
TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models
Zheng Ding, Weirui Ye
cs.LGcs.AIcs.CVarXiv:2512.08153v12025
Threshold Choice, Not Sample Size, Bounds Trustless Verification of Nondeterministic Compound AI Workflows
Alper Alimoglu
cs.CRarXiv:2609.10601v12026
Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
Amit Singer, Mihai Cucuringu
cs.LGarXiv:0902.3846v12009
RoboChallenge: Large-scale Real-robot Evaluation of Embodied Policies
Adina Yakefu, Bin Xie, Chongyang Xu +34
cs.ROarXiv:2510.17950v12025
HermiCache: Enclave-Aware Cache Replacement for Trusted Execution Environments
Oussama Elmnaouri, Pascal Cotret, Vianney Lapôtre +1
cs.CRcs.ARarXiv:2609.10634v12026
Can AI Remediate Backend Failures Safely? GuardedAct with Blast-Radius-Aware Sandboxing
Wanrong Cai, Tianyu Yu, Shaorui Pi +2
cs.DCcs.SEarXiv:2609.11264v12026
Stochastic Methods for Composite and Weakly Convex Optimization Problems
John Duchi, Feng Ruan
math.OCmath.STarXiv:1703.08570v32017
Multi-Scale Dense Networks for Resource Efficient Image Classification
Gao Huang, Danlu Chen, Tianhong Li +3
cs.LGarXiv:1703.09844v52017
Responsible Autonomy
Virginia Dignum
cs.AIarXiv:1706.02513v12017
SemVerBench: Benchmarking LLM Comprehension of Version-Constraint Resolution Semantics
Qibai Chen, Zeming Liu
cs.AIcs.SEarXiv:2609.11180v12026
BenchShield: Formal Model-Backed Instrumentation for Reward Integrity in LLM-Agent Evaluation Infrastructure
Shenghan Zheng, Zonglin Di, Yimin Liu +19
cs.CRcs.AIcs.SEarXiv:2609.11028v12026
Summaries:한국어
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
Seungyong Moon, Gaon An, Hyun Oh Song
cs.LGcs.CRcs.CVarXiv:1905.06635v22019
Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model
Jing He, Haodong Li, Mingzhi Sheng +1
cs.CVarXiv:2512.01030v32025
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Weizhou Shen, Ziyi Yang, Chenliang Li +11
cs.CLarXiv:2512.12967v12025
Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents
Susheel Suresh, Hazel Mak, Sahil Bhatnagar +2
cs.AIcs.SEarXiv:2609.11060v12026
Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows
Bochao Feng, Jianjiang Li, Haojie Wang +4
cs.AIcs.SEarXiv:2609.10964v12026
On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length
Stanisław Jastrzębski, Zachary Kenton, Nicolas Ballas +3
stat.MLcs.LGarXiv:1807.05031v62018
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
Shuo Cao, Jiayang Li, Xiaohui Li +12
cs.CVarXiv:2512.21675v12025
Discrete Latent Factor Model for Cross-Modal Hashing
Qing-Yuan Jiang, Wu-Jun Li
cs.IRarXiv:1707.08322v12017
Towards Scalable Pre-training of Visual Tokenizers for Generation
Jingfeng Yao, Yuda Song, Yucong Zhou +1
cs.CVarXiv:2512.13687v22025
State-Relabeling Adversarial Active Learning
Beichen Zhang, Liang Li, Shijie Yang +3
cs.CVcs.LGarXiv:2004.04943v12020
DeFiFusion: Combining Transaction Events with Smart Contracts to Detect Price Manipulation Attacks
Rui Cao, Shaojing Fan, Liming Fang +3
cs.CRcs.AIcs.SEarXiv:2609.11008v12026

Every paper with a summary

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Heterogeneous Cross-Chain Transaction Tracing for Solana Bridges via Candidate-Set Selective Decision

A theory of multiclass boosting

Learning Unmasking Policies for Diffusion Language Models

pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation

"They don't care about this": A Systematic Study of TEE Build Reproducibility in the Wild

Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching

Few-Shot Learning for Network Intrusion Detection: Methods, Datasets, and Performance

You Get What You Sample: Evaluating Sampling Strategies for Web Security Measurements

The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

VideoSSM: Autoregressive Long Video Generation with Hybrid State-Space Memory

Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks

OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation

SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax

Single-Perspective Warps in Natural Image Stitching

ARE: Scaling Up Agent Environments and Evaluations

You've Got a BUD in Me: Authenticated Reads from Per-Block Write Logs

A PAC-Bayesian Tutorial with A Dropout Bound

Building a Foundational Guardrail for General Agentic Systems via Synthetic Data

ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks

Big Enough to Break Out: Tracking the Rising Capability of LLM Penetration-Testing Agents

Temporal Complementary Learning for Video Person Re-Identification

The Machines Are Calling: Measuring Automated and Synthetic Voices in Unwanted Inbound Calls

The Missing Boundary: How Autonomous Agents Lose Control

SynthID-Image: Image watermarking at internet scale

Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation

No-Box Vulnerability Analysis: Description-only Detection of Indirect Prompt Injection Vulnerabilities in MCP Servers

Learning Alignment for Multimodal Emotion Recognition from Speech

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints

Deep Homography Estimation for Dynamic Scenes

Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts

Are We on the Right Way to Assessing LLM-as-a-Judge?

A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation

Distributed Mapping with Privacy and Communication Constraints: Lightweight Algorithms and Object-based Models

Scaling Behavior of Discrete Diffusion Language Models

ReasonEdit: Towards Reasoning-Enhanced Image Editing Models

Architecting the Secure AI-SOC: A Neurosymbolic Framework for Pipeline Integrity and Threat Mitigation

CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization

TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models

Threshold Choice, Not Sample Size, Bounds Trustless Verification of Nondeterministic Compound AI Workflows

Uniqueness of Low-Rank Matrix Completion by Rigidity Theory

RoboChallenge: Large-scale Real-robot Evaluation of Embodied Policies

HermiCache: Enclave-Aware Cache Replacement for Trusted Execution Environments

Can AI Remediate Backend Failures Safely? GuardedAct with Blast-Radius-Aware Sandboxing

Stochastic Methods for Composite and Weakly Convex Optimization Problems

Multi-Scale Dense Networks for Resource Efficient Image Classification

Responsible Autonomy

SemVerBench: Benchmarking LLM Comprehension of Version-Constraint Resolution Semantics

BenchShield: Formal Model-Backed Instrumentation for Reward Integrity in LLM-Agent Evaluation Infrastructure

Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization

Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents

Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

Discrete Latent Factor Model for Cross-Modal Hashing

Towards Scalable Pre-training of Visual Tokenizers for Generation

State-Relabeling Adversarial Active Learning

DeFiFusion: Combining Transaction Events with Smart Contracts to Detect Price Manipulation Attacks