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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59,281 to 59,340 of 61,306

HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining
Juncheng Ma, Jianxin Bi, Yufan Deng +19
cs.CVarXiv:2606.20521v12026
DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
Cheng-You Lu, Yi-Shan Hung, Wei-Ling Chi +6
cs.CVcs.AIarXiv:2604.13416v32026
Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents
Dhaval C. Patel, Kaoutar El Maghraoui, Shuxin Lin +58
cs.AIarXiv:2606.19704v12026
When, Where, and How: Adaptive Binning for Tabular Self-Supervised Learning
Daehwan Kim, Haejun Chung, Ikbeom Jang
cs.LGcs.AIarXiv:2606.19827v12026
Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach
Luan Marko Kujavski, Rayson Laroca, Paulo Lisboa de Almeida
cs.CVarXiv:2606.20886v12026
Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention
Vishesh Tripathi, Abhay Kumar
cs.LGarXiv:2606.20945v22026
QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging
Luca Zedda, Davide Antonio Mura, Cecilia Di Ruberto +4
cs.CVarXiv:2606.20027v12026
HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization
Zhentao Tan, Wei Chen, Jingyi Shen +4
cs.CLarXiv:2606.20097v12026
An Exploratory Case Study of LLM-Assisted Refactoring and Gameplay Feature Generation in an Endless Runner Game
Jan Wunderlich, Markus Kleffmann, Sebastian Lempert
cs.SEcs.AIarXiv:2606.21171v12026
EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos
Yifan Zhong, Zhang Chen, Tianrui Guan +13
cs.ROarXiv:2607.09701v12026
Causal Discovery in the Era of Agents
Yujia Zheng, Vishal Verma, Mantej Gill +3
cs.AIcs.LGcs.SEarXiv:2606.23608v12026
Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation
Jan-Niklas Dihlmann, Andreas Engelhardt, Simon Donne +2
cs.CVcs.GRarXiv:2606.23514v12026
Vera: A Layered Diffusion Model for Content-Preserving Video Editing
Hongkai Zheng, Ta-Ying Cheng, Benjamin Klein +2
cs.CVarXiv:2606.23610v12026
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions
Jincheng Zhong, Weizhi Wang, Che Jiang +5
cs.CLcs.SEarXiv:2606.23654v12026
PhoneBuddy: Training Open Models for Agentic Phone Use
Zhengyang Tang, Xin Lai, Pengyuan Lyu +23
cs.CLcs.AIarXiv:2606.23049v22026
ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs
Ning Tang, Chenghan Xie, Hanyang Yuan +6
cs.IRarXiv:2606.23997v12026
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct
Haoling Li, Kai Zheng, Jie Wu +4
cs.AIcs.CLcs.CVarXiv:2606.23543v12026
Multi4D: High-Fidelity Dynamic Gaussian Splatting via Multi-Level Competitive Allocation
Rui Wang, Quentin Lohmeyer, Siyu Tang +1
cs.CVarXiv:2606.22197v12026
OpenBioRQ: Unsolved Biomedical Research Questions for Agents
Minbyul Jeong
cs.CLarXiv:2606.21959v12026
Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents
Patricio M. Vera
cs.CLcs.AIarXiv:2606.22207v12026
Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding
Xuanming Zhang, Sining Zhoubian, Yuxuan Chen +8
cs.CLarXiv:2606.21906v12026
Interleaved Speech Language Models Latently Work In Text
Talia Sternberg, Gallil Maimon, Yossi Adi
cs.CLcs.LGcs.SDarXiv:2606.22473v12026
Sapiens2
Rawal Khirodkar, He Wen, Julieta Martinez +3
cs.CVarXiv:2604.21681v12026
MoZoo:Unleashing Video Diffusion power in animal fur and muscle simulation
Dongxia Liu, Jie Ma, Xiaochen Yang +7
cs.GRcs.CVcs.LGarXiv:2605.13857v12026
Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning
Ido Sobol, Kihyuk Sohn, Yoav Blum +4
cs.GRcs.CVcs.LGarXiv:2605.13852v12026
IAM: Identity-Aware Human Motion and Shape Joint Generation
Wenqi Jia, Zekun Li, Abhay Mittal +6
cs.CVarXiv:2604.25164v12026
V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think
Bingda Tang, Yuhui Zhang, Xiaohan Wang +3
cs.LGcs.CVarXiv:2604.23380v12026
The Signs Were Always There: Training-Free Concept Detection and Steering in Raw Transformer Dimensions
Varun Reddy Nalagatla
cs.LGcs.AIarXiv:2606.12629v32026
Intelligent Base Station Deployment in Urban Wireless Networks: A Geographic Data-Informed Digital Twin Approach
Zhenyu Tao, Yuxuan Li, Wei Xu +2
cs.NIcs.AIarXiv:2608.14599v12026
Counsel: A Meta-Evaluation Dataset for Agentic Tasks
Sashank Pisupati, Henry Broomfield, Eujeong Choi +5
cs.AIcs.LGarXiv:2606.21627v12026
Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs
Charbel El Feghali, Arkil Patel, Nicholas Meade +3
cs.CRcs.CLarXiv:2606.21638v12026
PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning
Youngjoon Jeong, Jihwan Yu, Minsoo Jo +2
cs.ROcs.AIcs.LGarXiv:2606.21139v12026
From Entity Mentions to Tone: An LLM-Based Pipeline for Media Bias Analysis
Klesti Hoxha, Olti Qirici
cs.CLarXiv:2608.17454v12026
PrivacyAlign: Contextual Privacy Alignment for LLM Agents
Manveer Singh Tamber, Abhay Puri, Marc-Etienne Brunet +3
cs.CLcs.AIcs.IRarXiv:2606.21710v12026
Speaker Identity in Non-Verbal Vocalizations: Conditional Distillation and Mixture of Experts Approach
Tzu-Chieh Wei, Yi-Cheng Lin, Huang-Cheng Chou +4
eess.AScs.AIcs.SDarXiv:2606.21215v12026
BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language
Qizhi Pei, Zhimeng Zhou, Yi Duan +9
cs.CLcs.AIcs.LGarXiv:2606.22138v12026
Libretto: Giving LLM Agents a Sense of Musical Structure
Yichen Xu
cs.SDcs.AIarXiv:2606.22708v12026
An Agentic Framework Using Rules and LLMs for Embedding and Annotating Descriptive Document Layouts: A Plant Science Use Case
Nicolas Turenne, Youcef Sklab, Eric Chenin +1
cs.AIarXiv:2608.14587v12026
Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing
Anastasiia Filippova, David Grangier, Marco Cuturi +1
cs.LGcs.AIarXiv:2604.22782v12026
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO
Zhiyuan Zeng, Jiameng Huang, Zhangyue Yin +8
cs.LGcs.AIcs.CLarXiv:2605.04077v12026
Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
Bobo Li, Rui Wu, Zibo Ji +5
cs.CLcs.AIcs.CYarXiv:2604.19548v12026
TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction
Chengye Wang, Lin Fu, Zexi Kuang +1
cs.CLarXiv:2604.22880v12026
Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition
Tanmoy Mukherjee, Thomas Bailleux, Pierre Marquis +1
cs.AIarXiv:2604.24170v12026
Talker-T2AV: Joint Talking Audio-Video Generation with Autoregressive Diffusion Modeling
Zhen Ye, Xu Tan, Aoxiong Yin +8
cs.CVcs.CLcs.MMarXiv:2604.23586v22026
Fool's Gold: Defensive Deception Against Safety-Removal Attacks on Open-Weight Models
Mark Russinovich
cs.AIcs.CRarXiv:2608.17202v12026
S2-MoE: Enabling Efficient Self-Speculative Decoding for Mixture-of-Experts on Edge Devices
Haochen Huang, Shengxuan Qiu, Meng Li
cs.AIarXiv:2608.15018v12026
aDSL: Agentic 3D Creation via Joint Agent-Program Design
Rui-Huan Wang, Si-Tong Wei, Jia-Qi He +3
cs.GRcs.CVarXiv:2608.17975v12026
Toward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement
Pierre Dantas, Lucas Cordeiro, Ehsan Nowroozi +1
cs.AIarXiv:2608.14590v12026
6G Native AI and Channel Foundation Models
Shugong Xu, Jun Jiang, Yuan Gao
eess.SPcs.ITcs.LGarXiv:2608.14591v12026
Geometry Is Not Robustness: A Trajectory-Level Study of PGD Evaluation
Dhairysheel Durgule
cs.LGarXiv:2608.14594v12026
iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance
Jun Zheng, Zhengze Xu, Mengting Chen +6
cs.CVarXiv:2605.21431v22026
StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding
Keming Wu, Baoyi Wang, Kaichen Zhang +7
cs.CVarXiv:2608.16320v12026
Summaries:한국어
LiveHouse-TS: An Open-world Living Benchmark for Time Series Foundation Models
Haomin Wen, Ziyu Zhou, Qingxiang Liu +2
cs.AIarXiv:2608.17299v12026
Characterizing Narrative Content in Web-scale LLM Pretraining Data
Teagan Johnson, Elliott Ash, Andrew Piper +1
cs.CLarXiv:2606.19468v12026
UniDot: A Unified Network for Sequence Modeling and Feature Interaction in Large-scale Recommendation
Rongcheng Lin, Yan Sun, Jamey Zhang +4
cs.IRcs.AIarXiv:2608.16797v12026
Skill2Query: Exploiting Skill Structure to Generate Pseudo-Queries for Agent Skill Retrieval
Lihui Ding, Zihan Guo, Bingwei Lu +5
cs.CLcs.IRarXiv:2608.16071v12026
A Theoretical Framework for Parallel Lifelong MAPF Using Group Decentralized Planning
Alex DeWeese, Jiaoyang Li, Guannan Qu
cs.MAcs.AIcs.ROarXiv:2608.17928v12026
Mixture-of-Expert Blocks Contain Strong Hallucination Detection Signals
Joao Fonseca, Rodrigo Rodrigues, Paolo Romano
cs.AIcs.LGarXiv:2608.17687v12026
Analysis of Types of Inquiries in Student-AI Interaction: A case study of two CS2 tasks
Matin Amoozadeh, Amin Alipour
cs.HCcs.AIarXiv:2608.17919v12026
Learnware for CSI Feedback: Scene-specific Small Models Can Do Big
Xiangyi Li, Jiajia Guo, Chao-Kai Wen +3
cs.ITcs.AIeess.SParXiv:2608.17760v12026

Every paper with a summary

HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining

DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis

Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

When, Where, and How: Adaptive Binning for Tabular Self-Supervised Learning

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach

Grouped Query Experts: Mixture-of-Experts on GQA Self-Attention

QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

An Exploratory Case Study of LLM-Assisted Refactoring and Gameplay Feature Generation in an Endless Runner Game

EgoSteer: A Full-Stack System Towards Steerable Dexterous Manipulation from Egocentric Videos

Causal Discovery in the Era of Agents

Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation

Vera: A Layered Diffusion Model for Content-Preserving Video Editing

EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions

PhoneBuddy: Training Open Models for Agentic Phone Use

ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs

VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct

Multi4D: High-Fidelity Dynamic Gaussian Splatting via Multi-Level Competitive Allocation

OpenBioRQ: Unsolved Biomedical Research Questions for Agents

Lexical Consensus: Grounded Word Learning and Shared Meaning in Artificial Agents

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

Interleaved Speech Language Models Latently Work In Text

Sapiens2

MoZoo:Unleashing Video Diffusion power in animal fur and muscle simulation

Realiz3D: 3D Generation Made Photorealistic via Domain-Aware Learning

IAM: Identity-Aware Human Motion and Shape Joint Generation

V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think

The Signs Were Always There: Training-Free Concept Detection and Steering in Raw Transformer Dimensions

Intelligent Base Station Deployment in Urban Wireless Networks: A Geographic Data-Informed Digital Twin Approach

Counsel: A Meta-Evaluation Dataset for Agentic Tasks

Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

From Entity Mentions to Tone: An LLM-Based Pipeline for Media Bias Analysis

PrivacyAlign: Contextual Privacy Alignment for LLM Agents

Speaker Identity in Non-Verbal Vocalizations: Conditional Distillation and Mixture of Experts Approach

BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language

Libretto: Giving LLM Agents a Sense of Musical Structure

An Agentic Framework Using Rules and LLMs for Embedding and Annotating Descriptive Document Layouts: A Plant Science Use Case

Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing

Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO

Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment

TexOCR: Advancing Document OCR Models for Compilable Page-to-LaTeX Reconstruction

Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

Talker-T2AV: Joint Talking Audio-Video Generation with Autoregressive Diffusion Modeling

Fool's Gold: Defensive Deception Against Safety-Removal Attacks on Open-Weight Models

S2-MoE: Enabling Efficient Self-Speculative Decoding for Mixture-of-Experts on Edge Devices

aDSL: Agentic 3D Creation via Joint Agent-Program Design

Toward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement

6G Native AI and Channel Foundation Models

Geometry Is Not Robustness: A Trajectory-Level Study of PGD Evaluation

iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance

StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding

LiveHouse-TS: An Open-world Living Benchmark for Time Series Foundation Models

Characterizing Narrative Content in Web-scale LLM Pretraining Data

UniDot: A Unified Network for Sequence Modeling and Feature Interaction in Large-scale Recommendation

Skill2Query: Exploiting Skill Structure to Generate Pseudo-Queries for Agent Skill Retrieval

A Theoretical Framework for Parallel Lifelong MAPF Using Group Decentralized Planning

Mixture-of-Expert Blocks Contain Strong Hallucination Detection Signals

Analysis of Types of Inquiries in Student-AI Interaction: A case study of two CS2 tasks

Learnware for CSI Feedback: Scene-specific Small Models Can Do Big