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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60,541 to 60,600 of 61,306

Rank-Then-Act: Reward-Free Control from Frame-Order Progress
Yuriy Maksyuta, George Bredis, Ruslan Rakhimov +1
cs.LGcs.AIarXiv:2607.01897v12026
Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment
Anisha Pattanayak, Hanie Kang, Huang-Cheng Chou +2
eess.ASarXiv:2607.02920v12026
Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
Xinyin Ma, Julius Berner, Chao Liu +3
cs.CVarXiv:2607.03509v12026
Spectral Rewiring for Exploration, Purification, and Model Merging
Zhilong Zhang, Hongli Yu, Huan-ang Gao +5
cs.LGcs.AIarXiv:2607.03065v12026
PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction
Zhuoqun Li, Boxi Cao, Jiawei Chen +11
cs.CLarXiv:2607.02881v12026
Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study
Anisha Pattanayak, Huang-Cheng Chou, Shrikanth Narayanan +1
eess.ASarXiv:2607.02904v12026
MentalThink: Shaping Thoughts in Mental SVG World
Kangheng Lin, Jisheng Yin, Dingming Li +11
cs.AIarXiv:2607.03530v12026
CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-Centric 3D Scene Generation
Zhenyu Sun, Xiaohan Zhang, Qi Liu +1
cs.GRcs.AIarXiv:2607.03819v32026
Bibby AI: An Editor-Native Agentic Platform for Academic Research, Writing, and Publishing
Nilesh Jain
cs.DLcs.ETarXiv:2607.05435v12026
Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models
Ruchit Rawal, Reza Shirkavand, Sayak Paul +5
cs.CVarXiv:2607.04461v12026
Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models
Julian Killingback, Varad Ingale, Hamed Zamani +1
cs.IRarXiv:2607.05803v12026
CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation
Xuyao Huang, Zelai Deng, Xu Wang +2
cs.CVcs.AIarXiv:2607.03803v12026
Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs
Kareem Elozeiri, Mervat Abassy, Omar Kallas +4
cs.CLarXiv:2607.03936v12026
dOPSD: On-Policy Self-Distillation for Diffusion Language Models
Phuong Tuan Dat, Qi Li, Xinchao Wang
cs.CLcs.AIarXiv:2607.04428v12026
AI Wizards at EXIST 2026: Hierarchical Soft-Label Learning for Multimodal Sexism Identification in Memes
Matteo Fasulo, Antonio Gravina, Luca Tedeschini +1
cs.CLarXiv:2607.04410v12026
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL
Yujin Kim, Namgyu Ho, Sangmin Hwang +7
cs.AIarXiv:2607.04412v22026
MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing
Gal Fiebelman, Hadar Averbuch-Elor, Sagie Benaim
cs.CVcs.GRarXiv:2607.05376v12026
Benchmarking Sensor Robustness in Plasma Diagnostic Models: A Systematic Evaluation on TokaMark
Neerav Gupta
physics.plasm-phcs.LGarXiv:2607.11915v12026
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
Kaiyuan Chen, Shuangyu Xie, Letian Fu +21
cs.ROcs.AIcs.CLarXiv:2607.05369v12026
Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval
Suhyeong Park, Junha Jung, Jungwoo Park +1
cs.IRcs.AIcs.CLarXiv:2607.04605v22026
Unified Audio Intelligence Without Regressing on Text Intelligence
Zhifeng Kong, Sang-gil Lee, Jaehyeon Kim +17
cs.CLcs.AIcs.LGarXiv:2607.05196v22026
Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory
Chang Nie, Jiaju Wei, Junlan Feng +2
cs.CVarXiv:2607.05511v12026
Where to cut, how deep: BPE and Unigram-LM on chemistry SMILES
Hunter Heidenreich
cs.CLcs.LGq-bio.BMarXiv:2607.05691v12026
CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training
Max Van Puyvelde, Halil Ibrahim Gulluk, Wim Van Criekinge +1
cs.CVcs.AIcs.LGarXiv:2607.02998v22026
CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration
Hairui Zhu, Yiying Yang, Tengjin Weng +5
cs.CVcs.AIarXiv:2607.05465v12026
TREK: Distill to Explore, Reinforce to Refine
Yuanda Xu, Zhengze Zhou, Kayhan Behdin +10
cs.LGcs.AIstat.MLarXiv:2607.05339v12026
SIEVE: Structure-Aware Data Selection for Imitation Learning with VLA Models
Changti Wu, Bin Yu, Zhaolong Shen +6
cs.ROarXiv:2607.06442v12026
Vision as Unified Multimodal Generation
Xiaoyang Han, Jianhua Li, Kewang Deng +14
cs.CVarXiv:2607.06560v12026
RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation
Haoyu Zhao, Xingyue Zhao, Hangyu Li +6
cs.ROarXiv:2607.06558v22026
Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification
Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza Mohammadi
cs.CVcs.AIarXiv:2607.06309v12026
VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery
Jiazi Wang, Nonghai Zhang, Qiushi Xie +5
cs.CVarXiv:2607.06374v12026
PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution
Lihua Wei, Huatong Gao, Jia Gong +4
cs.CVarXiv:2607.06238v12026
UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma
Chongyu Fan, Pengfei Liu, Jingjia Huang +2
cs.LGarXiv:2607.06987v12026
Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies
Barkha Rani
cs.CRarXiv:2607.06815v12026
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing
Tommaso Cerruti, Tim Rieder, George Rowlands +2
cs.LGcs.AIarXiv:2607.07953v12026
Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE
Haozhan Tang, Zerui Wang, Yuxian Gu +2
cs.LGcs.AIarXiv:2607.07740v22026
Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation
Seulbin Hwang, Kiyoung Om, Daejung Kim +1
cs.ROcs.LGarXiv:2607.06957v12026
MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models
Hyunjae Kim, Dain Kim, Pan Xiao +25
cs.CVcs.LGarXiv:2607.07673v12026
Enhancing In-context Panoramic Generation via Geometric-aware Pretraining
Haoran Feng, Ruiyang Zhang, Longyi Zhang +2
cs.CVarXiv:2607.08765v22026
From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization
Ying Chang, Jiahang Xu, Xuan Feng +3
cs.CLarXiv:2607.07702v12026
DrugGen 2: A disease-aware language model for enhancing drug discovery
Ali Motahharynia, Mohammadreza Ghaffarzadeh-Esfahani, Mahsa Sheikholeslami +4
q-bio.QMcs.AIcs.LGarXiv:2607.08404v12026
SAM-MT: Real-Time Interactive Multi-Target Video Segmentation
Ruiqi Shen, Chang Liu, Henghui Ding
cs.CVarXiv:2607.08688v12026
Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms
Ezgi Korkmaz
cs.LGcs.AIarXiv:2607.07769v12026
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models
Matteo Santelmo, Xiuying Wei, Israa Fakih +5
cs.AIarXiv:2607.08317v12026
OpenCoF: Learning to Reason Through Video Generation
Xinyan Chen, Ziyu Guo, Renrui Zhang +2
cs.CVcs.AIarXiv:2607.08763v12026
From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models
Zanyi Wang, Xin Lin, Haodong Li +2
cs.CVarXiv:2607.06553v22026
Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning
Vladislav Beliaev
cs.LGcs.AIcs.CLarXiv:2607.07690v12026
Phone Segmentation and Recognition through Phonological Activation Mapping
Shikhar Bharadwaj, Kwanghee Choi, Stephen McIntosh +8
eess.AScs.AIcs.CLarXiv:2607.09020v12026
MuScriptor: An Open Model for Multi-Instrument Music Transcription
Simon Rouard, Michael Krause, Axel Roebel +2
cs.SDcs.LGarXiv:2607.08168v22026
CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation
Seungyong Lee, Hyun Jun Jang, Sangoh Kim +1
cs.CVcs.AIarXiv:2607.09362v12026
MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models
Tsz Hei Fan, Choi Wing Fung, Yuxuan Wan +2
cs.AIcs.GRarXiv:2607.11594v12026
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory
Jiayi Tian, Shiao Liu, Yuting Xu +30
cs.AIcs.ROarXiv:2607.10350v32026
On Locality and Length Generalization in Visual Reasoning
Pulkit Madan, Sanjay Haresh, Reza Ebrahimi +3
cs.CVcs.AIcs.LGarXiv:2607.09061v12026
Evidence-Backed Video Question Answering
Shijie Wang, Honglu Zhou, Ziyang Wang +5
cs.CVcs.AIarXiv:2607.11862v12026
Towards Autonomous and Auditable Medical Imaging Model Development
Shengyuan Liu, Jia-Xuan Jiang, Boyun Zheng +8
cs.CVcs.AIarXiv:2607.10522v12026
MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors
Yufei Cai, Xuesong Niu, Hao Lu +3
cs.CVarXiv:2607.12000v22026
AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification
Lingkai Kong, Zijian Wu, Yuzhe Gu +10
cs.CLarXiv:2607.11849v12026
LightMem-Ego: Your AI Memory for Everyday Life
Yijun Chen, Boyi Xiao, Yixian Zhao +10
cs.CLcs.AIcs.CVarXiv:2607.11487v12026
Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists
Chuhan Shi, Xiaoquan Ren, Sicheng Song +3
cs.AIarXiv:2607.11079v12026
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation
Runhui Huang, Qihui Zhang, Zhe Liu +3
cs.CVarXiv:2607.11886v12026

Every paper with a summary

Rank-Then-Act: Reward-Free Control from Frame-Order Progress

Layer-wise Cross-Lingual Depression Detection from Speech: Analysis with Contrastive Alignment

Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

Spectral Rewiring for Exploration, Purification, and Model Merging

PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction

Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study

MentalThink: Shaping Thoughts in Mental SVG World

CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-Centric 3D Scene Generation

Bibby AI: An Editor-Native Agentic Platform for Academic Research, Writing, and Publishing

Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

AI Wizards at EXIST 2026: Hierarchical Soft-Label Learning for Multimodal Sexism Identification in Memes

LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL

MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

Benchmarking Sensor Robustness in Plasma Diagnostic Models: A Systematic Evaluation on TokaMark

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

Unified Audio Intelligence Without Regressing on Text Intelligence

Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

Where to cut, how deep: BPE and Unigram-LM on chemistry SMILES

CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training

CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

TREK: Distill to Explore, Reinforce to Refine

SIEVE: Structure-Aware Data Selection for Imitation Learning with VLA Models

Vision as Unified Multimodal Generation

RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation

Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

VaseMuseum: Digital Intelligent Museum for Ancient Greek Pottery

PhyMRI-SR: Toward Physics-Aware MRI Image Super-Resolution

UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization

DrugGen 2: A disease-aware language model for enhancing drug discovery

SAM-MT: Real-Time Interactive Multi-Target Video Segmentation

Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models

OpenCoF: Learning to Reason Through Video Generation

From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning

Phone Segmentation and Recognition through Phonological Activation Mapping

MuScriptor: An Open Model for Multi-Instrument Music Transcription

CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation

MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models

ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory

On Locality and Length Generalization in Visual Reasoning

Evidence-Backed Video Question Answering

Towards Autonomous and Auditable Medical Imaging Model Development

MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification

LightMem-Ego: Your AI Memory for Everyday Life

Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation