Paperlayer

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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109,261 to 109,320 of 119,808

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

    Qi Hu, Yifeng Tang, Qinghua Wang +7

    cs.SEcs.CRarXiv:2606.01317v12026

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

    Giridhar Ganapavarapu, Dhaval Patel

    cs.AIcs.MAarXiv:2605.09131v12026

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

    Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang +8

    cs.CVcs.AIcs.CLarXiv:2604.05117v12026

  4. dVoting: Fast Voting for dLLMs

    Sicheng Feng, Zigeng Chen, Xinyin Ma +2

    cs.CLcs.AIarXiv:2602.12153v12026

  5. 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

  6. 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

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

    Yize Cheng, Chenrui Fan, Mahdi JafariRaviz +2

    cs.AIarXiv:2605.14038v22026

  8. 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

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

    Matteo Nulli, Vladimir Orshulevich, Tala Bazazo +9

    cs.CVcs.AIarXiv:2602.11733v12026

  10. 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

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

    Zitong Huang, Gustavo Lucas Carvalho, Deqing Fu +1

    cs.CLcs.LGarXiv:2607.17524v12026

  12. World Action Models: The Next Frontier in Embodied AI

    Siyin Wang, Junhao Shi, Zhaoyang Fu +11

    cs.ROcs.CLcs.CVarXiv:2605.12090v12026

  13. Olaf-World: Orienting Latent Actions for Video World Modeling

    Yuxin Jiang, Yuchao Gu, Ivor W. Tsang +1

    cs.CVcs.AIcs.LGarXiv:2602.10104v22026

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

    Maike Züfle, Sara Papi, Fabian Retkowski +5

    cs.CLarXiv:2603.09881v22026

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

    Zehua Pei, Hui-Ling Zhen, Xianzhi Yu +3

    cs.CLarXiv:2605.09932v12026

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

    Sven Elflein, Ruilong Li, Sérgio Agostinho +4

    cs.CVarXiv:2602.23361v12026

  17. InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

    Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang +4

    cs.CLcs.AIcs.CVarXiv:2601.04126v32026

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

    Yitong Chen, Zuxuan Wu, Xipeng Qiu +1

    cs.CVarXiv:2603.06449v12026

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

    Yang Li, Jiaxiang Liu, Jiang Cai +1

    cs.CLarXiv:2606.05557v12026

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

    Yoonho Lee, Roshen Nair, Qizheng Zhang +3

    cs.AIarXiv:2603.28052v12026

  21. Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

    Ryota Komatsu, Kota Kawakita, Takuma Okamoto +1

    cs.CLcs.AIcs.SDarXiv:2607.04064v12026

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

    Venkata Pushpak Teja Menta

    cs.SDcs.CLarXiv:2604.25476v12026

  23. Lightweight Visual Reasoning for Socially-Aware Robots

    Alessio Galatolo, Ronald Cumbal, Alexandros Rouchitsas +3

    cs.ROarXiv:2603.03942v12026

  24. Structurally Aligned Subtask-Level Memory for Software Engineering Agents

    Kangning Shen, Jingyuan Zhang, Chenxi Sun +2

    cs.SEcs.AIarXiv:2602.21611v12026

  25. Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion

    Zhongjie Duan, Hong Zhang, Yingda Chen

    cs.LGcs.AIcs.CVarXiv:2604.24351v12026

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

    Yanna Jiang, Delong Li, Haiyu Deng +4

    cs.CRcs.AIcs.CEarXiv:2602.20867v12026

  27. 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

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

    Songlin Yang, Xianghao Kong, Anyi Rao

    cs.CVcs.AIarXiv:2604.10949v12026

  29. 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

  30. 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

  31. 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

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

    Magda Dubois, Cozmin Ududec, Christopher Summerfield +1

    cs.HCcs.AIarXiv:2602.23971v42026

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

    Zhiheng Fu, Yupeng Hu, Qianyun Yang +3

    cs.CVarXiv:2604.19386v22026

  34. BRepCLIP: Contrastive Multimodal Pretraining on BRep Primitives for CAD Understanding

    Muhammad Usama, Didier Stricker, Mohammad Sadil Khan +1

    cs.CVarXiv:2606.05515v12026

  35. A French Corpus Annotated for Multiword Expressions with Adverbial Function

    Eric Laporte, Takuya Nakamura, Stavroula Voyatzi

    cs.CLarXiv:2606.04828v12026

  36. Function2Scene: 3D Indoor Scene Layout from Functional Specifications

    Ruiqi Wang, Qimin Chen, Daniel Ritchie +4

    cs.CVcs.GRarXiv:2605.30819v12026

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

    Yujie Wei, Yujin Han, Zhekai Chen +20

    cs.CVarXiv:2605.20183v42026

  38. Qwen-Image-Flash: Beyond Objective Design

    Tianhe Wu, Kun Yan, Zikai Zhou +21

    cs.CVcs.AIcs.GRarXiv:2606.03746v22026

  39. 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

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

    Yuqing Wang, Chuofan Ma, Zhijie Lin +7

    cs.CVarXiv:2603.19232v12026

  41. Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs

    Jaechul Roh, Amir Houmansadr

    cs.CRcs.SDarXiv:2604.16659v12026

  42. WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models

    Runjie Zhou, Youbo Shao, Haoyu Lu +16

    cs.CVcs.LGarXiv:2602.02537v12026

  43. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Heewon Oh

    cs.SDeess.ASarXiv:2604.16254v22026

  44. 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

  45. 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

  46. Modeling Sparse and Bursty Vulnerability Sightings: Forecasting Under Data Constraints

    Cedric Bonhomme, Alexandre Dulaunoy

    cs.CRarXiv:2604.16038v12026

  47. 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

  48. GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction

    Hongxin Li, Yuntao Chen, Zhaoxiang Zhang

    cs.CVarXiv:2604.23941v12026

  49. AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios

    Kou Shi, Ziao Zhang, Shiting Huang +7

    cs.AIarXiv:2605.27995v22026

  50. IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs

    Yuzhen Mao, Qitong Wang, Martin Ester +1

    cs.LGcs.AIarXiv:2604.10539v12026

  51. Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation

    Gordon Chen, Ziqi Huang, Ziwei Liu

    cs.CVarXiv:2604.10030v12026

  52. Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness

    Tomer Ashuach, Shai Gretz, Yoav Katz +2

    cs.CLarXiv:2604.12373v52026

  53. S-VAM: Shortcut Video-Action Model by Self-Distilling Geometric and Semantic Foresight

    Haodong Yan, Zhide Zhong, Jiaguan Zhu +10

    cs.CVcs.ROarXiv:2603.16195v22026

  54. OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants

    Xudong Lu, Xueying Li, Annan Wang +8

    cs.CVcs.CLarXiv:2605.26485v12026

  55. DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas

    Zirui Wu, Lin Zheng, Zhihui Xie +8

    cs.CLarXiv:2602.01326v12026

  56. MalTool: Malicious Tool Attacks on LLM Agents

    Yuepeng Hu, Yuqi Jia, Mengyuan Li +2

    cs.CRarXiv:2602.12194v32026

  57. Active Learners as Efficient PRP Rerankers

    Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero +3

    cs.LGcs.AIcs.CLarXiv:2605.14236v22026

  58. VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization

    Andrei Atanov, Jesse Allardice, Roman Bachmann +6

    cs.CVcs.LGarXiv:2604.12887v12026

  59. LawThinker: A Deep Research Legal Agent in Dynamic Environments

    Xinyu Yang, Chenlong Deng, Tongyu Wen +2

    cs.AIarXiv:2602.12056v12026

  60. NTIRE 2026 Challenge on Single Image Reflection Removal in the Wild: Datasets, Results, and Methods

    Jie Cai, Kangning Yang, Zhiyuan Li +50

    cs.CVarXiv:2604.10321v32026