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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59,221 to 59,280 of 61,289

Identifying Confusion Trends in Concept-based XAI for Multi-Label Classification
Haadia Amjad, Ronald Tetzlaff
cs.CVcs.AIarXiv:2608.15731v12026
RRFC: Recursive Refinement via Feedback Conditioning for Iterative Image-to-Image Generation
Kareem Hassani, Chaymaa Abbas, Hadi Al Mubasher +1
cs.CVcs.AIarXiv:2608.15694v12026
Not All Attention Is Equal: A Quantitative Survey of the EEI Trade-off
Aditya Singh
cs.LGcs.AIarXiv:2608.15459v12026
Solvable Sokoban Without a Solver via Diffusion
Sina Baghal
cs.AIcs.GTcs.LGarXiv:2608.15958v12026
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
Syrym Abdikhan, Mazhar Hameed
cs.SEcs.LGarXiv:2608.14742v12026
EMASAM: a Computationally Efficient Sharpness-Aware Minimization via EMA-Guided Perturbations
Tanapat Ratchatorn, Masayuki Tanaka
cs.LGcs.CVarXiv:2608.15105v12026
SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences
Tsz Fung Pang, Po Jen Chen, Nimish Ronghe +2
cs.LGcs.IRarXiv:2608.15429v12026
Gated Against One Model, Open to the Next: Option-Only Solvability in Legal Multiple-Choice Benchmarks
Volodymyr Ovcharov
cs.CLcs.AIcs.CYarXiv:2608.15428v12026
Chameleon: An Adaptive AI-Driven Honeypot Architecture Using Threat-Calibrated Particle Swarm Optimization and Semantic Deception Rapidly-Exploring Random Trees
Rohit Swami, Tushar Singh, Akash Warde +1
cs.CRcs.AIcs.NEarXiv:2608.15407v12026
WeSCE: A Benchmark for Measuring Security Drift in LLM-Driven Code Editing
Zhiyu Zhang, Tingyue Wen, Senke Sun +2
cs.CRcs.AIcs.SEarXiv:2608.15092v12026
M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection
An Phan, Yufei Jin, Xingquan Zhu
cs.LGarXiv:2608.14847v12026
Distinguishing AI-Generated Music from Edited Audio as a Hard-Negative Robustness Task
Alexandru-Stefan Morosanu, Valerian Cecan, Stefan-Daniel Achirei +1
cs.SDcs.AIcs.LGarXiv:2608.14916v12026
Adaptive Volumetric Mechanical Property Fields Invariant to Resolution
Rishit Dagli, Donglai Xiang, Vismay Modi +4
cs.CVcs.LGcs.ROarXiv:2606.18231v12026
Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding
Jingyuan Huang, Zuming Huang, Yucheng Shi +4
cs.AIarXiv:2606.18101v22026
OGX: An Open-Source, Vendor-Neutral Generative AI Application Server
Francisco Javier Arceo, Sébastien Han, Matthew Farrellee +8
cs.AIcs.IRarXiv:2608.14580v12026
Robusto-2: Benchmarking Humans & VLMs for Autonomous Driving in Lima & New York City
Adrian Cespedes, Marcelo Chincha, Dunant Cusipuma +3
cs.CVcs.AIcs.ROarXiv:2606.20980v12026
From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning
Chao Chen, Chengzu Li, Zhiwei Li +2
cs.CLarXiv:2606.17682v12026
LegalHalluLens: Typed Hallucination Auditing and Calibrated Multi-Agent Debate for Trustworthy Legal AI
Lalit Yadav, Akshaj Gurugubelli
cs.AIcs.CLcs.LGarXiv:2606.18021v12026
Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models
Nikita Kachaev, Andrey Moskalenko, Matvey Skripkin +10
cs.LGcs.ROarXiv:2606.19297v12026
FAPO: Fully Automated Prompt Optimization of Multi-Step LLM Pipelines
Paul Kassianik, Baturay Saglam, Huaibo Zhao +4
cs.SEcs.AIarXiv:2606.19605v22026
Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States
Denis Peskoff, Joe Barrow, Christopher Vu +1
cs.CLcs.CYcs.LGarXiv:2606.19334v12026
Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning
Xiaoyue Xu, Sikui Zhang, Xiaorong Wang +2
cs.CLcs.AIarXiv:2606.18831v12026
Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why
Osman Alperen Çinar-Koraş, Marie Bauer, Sameh Khattab +7
cs.AIarXiv:2606.19602v12026
LooseControlVideo: Directorial Video Control using Spatial Blocking
Shariq Farooq Bhat, Niloy J. Mitra, Kalyan Sunkavalli
cs.CVarXiv:2606.19495v12026
StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs
Shaghayegh Kolli, Timo Cavelius, Nafiseh Nikeghbal +2
cs.CLcs.CVarXiv:2606.20527v12026
OpenRath: Session-Centered Runtime State for Agent Systems
Fukang Wen, Zhijie Wang, Ruilin Xu
cs.SEcs.PLarXiv:2606.19409v12026
Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement
Kinam Kim, Namiko Saito, Heecheol Kim +3
cs.ROarXiv:2606.18953v12026
Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe
Qian Zhao, Kunlong Chen, Changxin Tian +9
cs.AIarXiv:2606.20381v12026
JanusMesh: Fast and Zero-Shot 3D Visual Illusion Generation via Cross-Space Denoising
Siang-Ling Zhang, Huai-Hsun Cheng, Tsung-Ju Yang +1
cs.CVarXiv:2606.20563v12026
CogniRoute: Learning to Route Social Evidence in Omni-Modal Models
Yifan Shen, Pei Tian, Xinzhuo Li +8
cs.CVarXiv:2606.20970v12026
How Post-Training Shapes Biological Reasoning Models
Lukas Fesser, Hanlin Zhang, Michelle M. Li +5
cs.LGq-bio.QMarXiv:2606.16517v22026
Characterization of Thermal Systems from Noisy and Low-resolution Measurements Using Dynamic Mode Decomposition
M. E. P. Silva, L. S. Araujo, F. T. Colombo +2
physics.comp-phcs.LGeess.SParXiv:2608.14581v12026
Variable-Width Transformers
Zhaofeng Wu, Oliver Sieberling, Shawn Tan +3
cs.CLarXiv:2606.18246v12026
Reinforcing Dual-Path Reasoning in Spatial Vision Language Models
Yatai Ji, An-Chieh Cheng, Yang Fu +13
cs.CVcs.AIarXiv:2606.17539v12026
GeneralVLA-2: Geometry-Aware Reconstruction and Governed Memory for Robot Planning
Haoyu Wang, Guoqing Ma, Zeyu Zhang +3
cs.CVcs.ROarXiv:2606.17480v12026
MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval
Amirhossein Abaskohi, Raymond Li, Gaetano Cimino +3
cs.CLcs.IRarXiv:2606.18508v12026
SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG
Amirhossein Abaskohi, Issam H. Laradji, Peter West +1
cs.CLcs.IRarXiv:2606.18381v12026
Evaluating the impact of adversarial traffic patterns on vanet communication using veins simulation
Henry Agyapong
cs.NIcs.LGarXiv:2608.14583v12026
Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish
Tolga Şakar
cs.CLcs.AIarXiv:2606.18717v12026
Sumi: Open Uniform Diffusion Language Model from Scratch
Mengyu Ye, Keito Kudo, Wataru Ikeda +3
cs.CLcs.LGarXiv:2606.19005v12026
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
Shengyuan Ding, Xilin Wei, Xinyu Fang +4
cs.CVarXiv:2606.19338v12026
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models
Yueyi Sun, Yuhao Wang, Jason Li +8
cs.CVcs.AIcs.CLarXiv:2606.19534v12026
Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance
Kangsheng Duan, Ziyang Xu, Wenyu Liu +3
cs.CVarXiv:2606.19195v12026
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

Every paper with a summary

Identifying Confusion Trends in Concept-based XAI for Multi-Label Classification

RRFC: Recursive Refinement via Feedback Conditioning for Iterative Image-to-Image Generation

Not All Attention Is Equal: A Quantitative Survey of the EEI Trade-off

Solvable Sokoban Without a Solver via Diffusion

PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns

EMASAM: a Computationally Efficient Sharpness-Aware Minimization via EMA-Guided Perturbations

SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences

Gated Against One Model, Open to the Next: Option-Only Solvability in Legal Multiple-Choice Benchmarks

Chameleon: An Adaptive AI-Driven Honeypot Architecture Using Threat-Calibrated Particle Swarm Optimization and Semantic Deception Rapidly-Exploring Random Trees

WeSCE: A Benchmark for Measuring Security Drift in LLM-Driven Code Editing

M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection

Distinguishing AI-Generated Music from Edited Audio as a Hard-Negative Robustness Task

Adaptive Volumetric Mechanical Property Fields Invariant to Resolution

Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding

OGX: An Open-Source, Vendor-Neutral Generative AI Application Server

Robusto-2: Benchmarking Humans & VLMs for Autonomous Driving in Lima & New York City

From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning

LegalHalluLens: Typed Hallucination Auditing and Calibrated Multi-Agent Debate for Trustworthy Legal AI

Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models

FAPO: Fully Automated Prompt Optimization of Multi-Step LLM Pipelines

Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States

Beyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learning

Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why

LooseControlVideo: Directorial Video Control using Spatial Blocking

StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs

OpenRath: Session-Centered Runtime State for Agent Systems

Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement

Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe

JanusMesh: Fast and Zero-Shot 3D Visual Illusion Generation via Cross-Space Denoising

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

How Post-Training Shapes Biological Reasoning Models

Characterization of Thermal Systems from Noisy and Low-resolution Measurements Using Dynamic Mode Decomposition

Variable-Width Transformers

Reinforcing Dual-Path Reasoning in Spatial Vision Language Models

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

MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval

SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

Evaluating the impact of adversarial traffic patterns on vanet communication using veins simulation

Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish

Sumi: Open Uniform Diffusion Language Model from Scratch

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games

PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models

Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance

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