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)

3,181 to 3,240 of 61,393

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
Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
Yiyu Wang, Xuyang Liu, Xiyan Gui +5
cs.CVarXiv:2512.00891v22025
AspisAI: A Canonical, Machine-Interpretable Governance Framework for Automated Multi-Standard Compliance Monitoring
Tsafac Nkombong Regine Cyrille, Hasan Dag, Reiner Creutzburg +1
cs.CRcs.CYcs.SEarXiv:2609.10881v12026
Continual Learning in Task-Oriented Dialogue Systems
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou +6
cs.CLcs.AIarXiv:2012.15504v12020
Parallax Attention for Unsupervised Stereo Correspondence Learning
Longguang Wang, Yulan Guo, Yingqian Wang +4
cs.CVarXiv:2009.08250v22020
How Far are VLMs from Visual Spatial Intelligence? A Benchmark-Driven Perspective
Songsong Yu, Yuxin Chen, Hao Ju +15
cs.AIarXiv:2509.18905v22025
An analysis of the relationship of input metrics
Addison Crump
cs.SEcs.FLarXiv:2609.11824v12026
Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal Imagery
Chaitanya Devaguptapu, Ninad Akolekar, Manuj M Sharma +1
cs.CVarXiv:1905.08789v22019
Beyond Static Guarantees: Measuring the Static-Pass Dynamic-Fail Gap in Security-Sensitive and LLM-Generated Python Code
Jessica Pourleyli, Maitreyee Das Urmi, Glaucia Melo
cs.CRcs.AIcs.SEarXiv:2609.10762v12026
The strain on scientific publishing
Mark A. Hanson, Pablo Gómez Barreiro, Paolo Crosetto +1
cs.DLarXiv:2309.15884v22023
SOT-MRAM 300mm integration for low power and ultrafast embedded memories
K. Garello, F. Yasin, S. Couet +16
cond-mat.mes-hallcs.ETphysics.app-pharXiv:1810.10356v12018
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction
Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka +2
cs.CLarXiv:2109.03659v12021
Attention Is All You Need for KV Cache in Diffusion LLMs
Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen
cs.CLcs.AIcs.LGarXiv:2510.14973v22025
A2ABreak: Systematic Security Analysis of the A2A Protocol
Alireza Lotfi, Mirza Masfiqur Rahman, Imtiaz Karim +1
cs.CRcs.SEarXiv:2609.10871v12026
Towards a Deterministic Math Solver for Clinical Language Models
Felipe Ocampo Osorio, Sebastián Andrés Cajas Ordoñez, Maximin Lange +5
cs.AIcs.SEarXiv:2609.10728v12026
LongCat-Flash-Omni Technical Report
Meituan LongCat Team, Bairui Wang, Bayan +130
cs.MMcs.AIcs.CLarXiv:2511.00279v22025
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
Long Qian, Juncheng Li, Yu Wu +5
cs.CVarXiv:2402.11435v22024
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
Tianrui Qin, Qianben Chen, Sinuo Wang +10
cs.AIcs.CLarXiv:2509.25301v12025

Every paper with a summary

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

Accelerating Streaming Video Large Language Models via Hierarchical Token Compression

AspisAI: A Canonical, Machine-Interpretable Governance Framework for Automated Multi-Standard Compliance Monitoring

Continual Learning in Task-Oriented Dialogue Systems

Parallax Attention for Unsupervised Stereo Correspondence Learning

How Far are VLMs from Visual Spatial Intelligence? A Benchmark-Driven Perspective

An analysis of the relationship of input metrics

Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal Imagery

Beyond Static Guarantees: Measuring the Static-Pass Dynamic-Fail Gap in Security-Sensitive and LLM-Generated Python Code

The strain on scientific publishing

SOT-MRAM 300mm integration for low power and ultrafast embedded memories

Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction

Attention Is All You Need for KV Cache in Diffusion LLMs

A2ABreak: Systematic Security Analysis of the A2A Protocol

Towards a Deterministic Math Solver for Clinical Language Models

LongCat-Flash-Omni Technical Report

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution