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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91,561 to 91,620 of 102,383

SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations
Taewon Yun, Hyeonseong Park, Jeonghwan Choi +3
cs.AIcs.CLarXiv:2606.05563v12026
VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation
Guotao Liang, Zhangcheng Wang, Chuang Wang +6
cs.CVarXiv:2605.01517v12026
SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding
Talor Abramovich, Maor Ashkenazi, Izzy Putterman +5
cs.DCcs.AIarXiv:2604.09557v22026
ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery
Shahar Levy, Eliya Habba, Reshef Mintz +3
cs.CLarXiv:2604.09237v22026
OpenComputer: Verifiable Software Worlds for Computer-Use Agents
Jinbiao Wei, Qianran Ma, Yilun Zhao +4
cs.AIcs.SEarXiv:2605.19769v12026
How do LLMs Compute Verbal Confidence
Dharshan Kumaran, Arthur Conmy, Federico Barbero +3
cs.CLcs.AIcs.LGarXiv:2603.17839v32026
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
Lei Xiong, Kun Luo, Ziyi Xia +15
cs.AIarXiv:2604.25256v12026
GeneralVLA-2: Geometry-Aware Reconstruction and Governed Memory for Robot Planning
Haoyu Wang, Guoqing Ma, Zeyu Zhang +3
cs.CVcs.ROarXiv:2606.17480v12026
IQuest-Coder-V1 Technical Report
Jian Yang, Wei Zhang, Shawn Guo +35
cs.AIcs.CLcs.SEarXiv:2603.16733v12026
The Impact of Mobile Blockers on Millimeter Wave Cellular Systems
Ish Kumar Jain, Rajeev Kumar, Shivendra Panwar
eess.SParXiv:1807.04388v22018
MARS: Enabling Autoregressive Models Multi-Token Generation
Ziqi Jin, Lei Wang, Ziwei Luo +1
cs.CLarXiv:2604.07023v12026
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
Fanqing Meng, Lingxiao Du, Zijian Wu +46
cs.CVcs.SEarXiv:2604.23781v22026
Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs
Yunhong Lu, Qichao Wang, Hengyuan Cao +2
cs.CVarXiv:2605.09433v12026
SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces
Qi Hu, Yifeng Tang, Qinghua Wang +7
cs.SEcs.CRarXiv:2606.01317v12026
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
Giridhar Ganapavarapu, Dhaval Patel
cs.AIcs.MAarXiv:2605.09131v12026
Watch Before You Answer: Learning from Visually Grounded Post-Training
Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang +8
cs.CVcs.AIcs.CLarXiv:2604.05117v12026
dVoting: Fast Voting for dLLMs
Sicheng Feng, Zigeng Chen, Xinyin Ma +2
cs.CLcs.AIarXiv:2602.12153v12026
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
Hao Dong, Hongzhao Li, Shupan Li +3
cs.CVcs.AIcs.LGarXiv:2605.06643v12026
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors
Jiejun Tan, Zhicheng Dou, Xinyu Yang +4
cs.CRcs.AIcs.CLarXiv:2605.31042v12026
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
Yize Cheng, Chenrui Fan, Mahdi JafariRaviz +2
cs.AIarXiv:2605.14038v22026
O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning
Mei Yuan, Qi Long, Qifeng Wu +5
cs.CVcs.AIcs.CLarXiv:2607.18142v12026
Adapting Vision-Language Models for E-commerce Understanding at Scale
Matteo Nulli, Vladimir Orshulevich, Tala Bazazo +9
cs.CVcs.AIarXiv:2602.11733v12026
No More Hooks in the Surface Code: Distance-Preserving Syndrome Extraction for Arbitrary Layouts at Minimum Depth
Yuga Hirai, Shota Ikari, Yosuke Ueno +1
quant-pharXiv:2603.01628v22026
Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift
Zitong Huang, Gustavo Lucas Carvalho, Deqing Fu +1
cs.CLcs.LGarXiv:2607.17524v12026
World Action Models: The Next Frontier in Embodied AI
Siyin Wang, Junhao Shi, Zhaoyang Fu +11
cs.ROcs.CLcs.CVarXiv:2605.12090v12026
Olaf-World: Orienting Latent Actions for Video World Modeling
Yuxin Jiang, Yuchao Gu, Ivor W. Tsang +1
cs.CVcs.AIcs.LGarXiv:2602.10104v22026
Do What I Say: A Spoken Prompt Dataset for Instruction-Following
Maike Züfle, Sara Papi, Fabian Retkowski +5
cs.CLarXiv:2603.09881v22026
FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning
Zehua Pei, Hui-Ling Zhen, Xianzhi Yu +3
cs.CLarXiv:2605.09932v12026
VGG-T$^3$: Offline Feed-Forward 3D Reconstruction at Scale
Sven Elflein, Ruilong Li, Sérgio Agostinho +4
cs.CVarXiv:2602.23361v12026
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang +4
cs.CLcs.AIcs.CVarXiv:2601.04126v32026
CaTok: Taming Mean Flows for One-Dimensional Causal Image Tokenization
Yitong Chen, Zuxuan Wu, Xipeng Qiu +1
cs.CVarXiv:2603.06449v12026
AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents
Yang Li, Jiaxiang Liu, Jiang Cai +1
cs.CLarXiv:2606.05557v12026
Meta-Harness: End-to-End Optimization of Model Harnesses
Yoonho Lee, Roshen Nair, Qizheng Zhang +3
cs.AIarXiv:2603.28052v12026
Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization
Ryota Komatsu, Kota Kawakita, Takuma Okamoto +1
cs.CLcs.AIcs.SDarXiv:2607.04064v12026
PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
Venkata Pushpak Teja Menta
cs.SDcs.CLarXiv:2604.25476v12026
Lightweight Visual Reasoning for Socially-Aware Robots
Alessio Galatolo, Ronald Cumbal, Alexandros Rouchitsas +3
cs.ROarXiv:2603.03942v12026
Structurally Aligned Subtask-Level Memory for Software Engineering Agents
Kangning Shen, Jingyuan Zhang, Chenxi Sun +2
cs.SEcs.AIarXiv:2602.21611v12026
Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion
Zhongjie Duan, Hong Zhang, Yingda Chen
cs.LGcs.AIcs.CVarXiv:2604.24351v12026
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
Yanna Jiang, Delong Li, Haiyu Deng +4
cs.CRcs.AIcs.CEarXiv:2602.20867v12026
TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents
Jiaqi Wang, Wenhao Zhang, Weijie Shi +2
cs.LGcs.AIarXiv:2604.24005v32026
Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models
Songlin Yang, Xianghao Kong, Anyi Rao
cs.CVcs.AIarXiv:2604.10949v12026
Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents
Shubham Vatsal, Harsh Dubey, Aditi Singh
cs.AIcs.CYarXiv:2602.04813v12026
VGGT-Det: Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D Object Detection
Yang Cao, Feize Wu, Dave Zhenyu Chen +3
cs.CVarXiv:2603.00912v12026
Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher
Arda Uzunoglu, Alvin Zhang, Daniel Khashabi
cs.LGcs.CLarXiv:2606.01000v12026
Ask don't tell: Reducing sycophancy in large language models
Magda Dubois, Cozmin Ududec, Christopher Summerfield +1
cs.HCcs.AIarXiv:2602.23971v42026
Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval
Zhiheng Fu, Yupeng Hu, Qianyun Yang +3
cs.CVarXiv:2604.19386v22026
BRepCLIP: Contrastive Multimodal Pretraining on BRep Primitives for CAD Understanding
Muhammad Usama, Didier Stricker, Mohammad Sadil Khan +1
cs.CVarXiv:2606.05515v12026
A French Corpus Annotated for Multiword Expressions with Adverbial Function
Eric Laporte, Takuya Nakamura, Stavroula Voyatzi
cs.CLarXiv:2606.04828v12026
Function2Scene: 3D Indoor Scene Layout from Functional Specifications
Ruiqi Wang, Qimin Chen, Daniel Ritchie +4
cs.CVcs.GRarXiv:2605.30819v12026
MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation
Yujie Wei, Yujin Han, Zhekai Chen +20
cs.CVarXiv:2605.20183v42026
Qwen-Image-Flash: Beyond Objective Design
Tianhe Wu, Kun Yan, Zikai Zhou +21
cs.CVcs.AIcs.GRarXiv:2606.03746v22026
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
Yue Zhang, Zun Wang, Han Lin +3
cs.CVcs.AIcs.CLarXiv:2605.30557v12026
Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
Yuqing Wang, Chuofan Ma, Zhijie Lin +7
cs.CVarXiv:2603.19232v12026
Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs
Jaechul Roh, Amir Houmansadr
cs.CRcs.SDarXiv:2604.16659v12026
WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models
Runjie Zhou, Youbo Shao, Haoyu Lu +16
cs.CVcs.LGarXiv:2602.02537v12026
ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics
Heewon Oh
cs.SDeess.ASarXiv:2604.16254v22026
The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
Ziyang Ma, Ruiyang Xu, Yinghao Ma +9
cs.SDcs.CLcs.MMarXiv:2602.14224v12026
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models
Yuhao Dong, Zuyan Liu, Shulin Tian +2
cs.CVcs.AIcs.LGarXiv:2603.18118v12026
Modeling Sparse and Bursty Vulnerability Sightings: Forecasting Under Data Constraints
Cedric Bonhomme, Alexandre Dulaunoy
cs.CRarXiv:2604.16038v12026
Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents
Yining Hong, Yining She, Eunsuk Kang +2
cs.SEcs.AIcs.CRarXiv:2604.15579v22026

Every paper with a summary

SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations

VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery

OpenComputer: Verifiable Software Worlds for Computer-Use Agents

How do LLMs Compute Verbal Confidence

AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

GeneralVLA-2: Geometry-Aware Reconstruction and Governed Memory for Robot Planning

IQuest-Coder-V1 Technical Report

The Impact of Mobile Blockers on Millimeter Wave Cellular Systems

MARS: Enabling Autoregressive Models Multi-Token Generation

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs

SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces

MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments

Watch Before You Answer: Learning from Visually Grounded Post-Training

dVoting: Fast Voting for dLLMs

Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

Adapting Vision-Language Models for E-commerce Understanding at Scale

No More Hooks in the Surface Code: Distance-Preserving Syndrome Extraction for Arbitrary Layouts at Minimum Depth

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

World Action Models: The Next Frontier in Embodied AI

Olaf-World: Orienting Latent Actions for Video World Modeling

Do What I Say: A Spoken Prompt Dataset for Instruction-Following

FocuSFT: Bilevel Optimization for Dilution-Aware Long-Context Fine-Tuning

VGG-T$^3$: Offline Feed-Forward 3D Reconstruction at Scale

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

CaTok: Taming Mean Flows for One-Dimensional Causal Image Tokenization

AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents

Meta-Harness: End-to-End Optimization of Model Harnesses

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech

Lightweight Visual Reasoning for Socially-Aware Robots

Structurally Aligned Subtask-Level Memory for Software Engineering Agents

Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion

SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models

Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents

VGGT-Det: Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D Object Detection

Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher

Ask don't tell: Reducing sycophancy in large language models

Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval

BRepCLIP: Contrastive Multimodal Pretraining on BRep Primitives for CAD Understanding

A French Corpus Annotated for Multiword Expressions with Adverbial Function

Function2Scene: 3D Indoor Scene Layout from Functional Specifications

MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation

Qwen-Image-Flash: Beyond Objective Design

Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?

Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens

Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs

WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models

ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents

Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models

Modeling Sparse and Bursty Vulnerability Sightings: Forecasting Under Data Constraints

Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents