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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92,221 to 92,280 of 102,617

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
Qi Qin, Le Zhuo, Yi Xin +20
cs.CVarXiv:2503.21758v12025
PresentAgent: Multimodal Agent for Presentation Video Generation
Jingwei Shi, Zeyu Zhang, Biao Wu +4
cs.CVarXiv:2507.04036v12025
DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control
Junjie Wen, Yichen Zhu, Jinming Li +3
cs.ROcs.CVarXiv:2502.05855v32025
UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
Yang Jiao, Haibo Qiu, Zequn Jie +4
cs.CVcs.AIarXiv:2504.04423v12025
AgentOCR: Reimagining Agent History via Optical Self-Compression
Lang Feng, Fuchao Yang, Feng Chen +5
cs.LGcs.AIarXiv:2601.04786v32026
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations
Kaiyuan Chen, Yixin Ren, Yang Liu +30
cs.LGarXiv:2506.13651v12025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Siyu Yuan, Kaitao Song, Jiangjie Chen +5
cs.CLarXiv:2401.06201v32024
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
Jinyao Guo, Chengpeng Wang, Xiangzhe Xu +2
cs.SEcs.PLarXiv:2501.18160v32025
A Survey on Diffusion Language Models
Tianyi Li, Mingda Chen, Bowei Guo +1
cs.CLcs.AIcs.LGarXiv:2508.10875v32025
From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training
Yuan Yuan, Tina Sriskandarajah, Anna-Luisa Brakman +4
cs.CYcs.AIcs.CLarXiv:2508.09224v12025
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Wenjia Jiang, Yangyang Zhuang, Chenxi Song +3
cs.AIarXiv:2503.02268v32025
DEFOM-Stereo: Depth Foundation Model Based Stereo Matching
Hualie Jiang, Zhiqiang Lou, Laiyan Ding +4
cs.CVarXiv:2501.09466v32025
UNIC: Unified In-Context Video Editing
Zixuan Ye, Xuanhua He, Quande Liu +7
cs.CVarXiv:2506.04216v12025
LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
Hongyu Li, Jinyu Chen, Ziyu Wei +5
cs.CVarXiv:2501.08282v22025
UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
Chen Zhao, En Ci, Yunzhe Xu +5
cs.CVarXiv:2510.20661v12025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
Yancheng He, Shilong Li, Jiaheng Liu +8
cs.CLarXiv:2502.19361v32025
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
Zhijun Chen, Xiaodong Lu, Jingzheng Li +12
cs.CLarXiv:2502.18036v62025
Online Political Microtargeting: Promises and Threats for Democracy
Frederik J. Zuiderveen Borgesius, Judith Möller, Sanne Kruikemeier +5
cs.CYarXiv:2510.17712v12025
HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer
Qi Cai, Jingwen Chen, Yang Chen +19
cs.CVcs.MMarXiv:2505.22705v12025
PCMind-2.1-Kaiyuan-2B Technical Report
Kairong Luo, Zhenbo Sun, Xinyu Shi +9
cs.CLcs.AIcs.LGarXiv:2512.07612v12025
TradingAgents: Multi-Agents LLM Financial Trading Framework
Yijia Xiao, Edward Sun, Di Luo +1
q-fin.TRcs.AIcs.CEarXiv:2412.20138v72024
S*: Test Time Scaling for Code Generation
Dacheng Li, Shiyi Cao, Chengkun Cao +6
cs.LGcs.AIarXiv:2502.14382v12025
LATTICE: Democratize High-Fidelity 3D Generation at Scale
Zeqiang Lai, Yunfei Zhao, Zibo Zhao +5
cs.GRcs.CVarXiv:2512.03052v12025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
Chengsen Wang, Qi Qi, Jingyu Wang +5
cs.CLcs.LGarXiv:2412.11376v12024
Streaming Long Video Understanding with Large Language Models
Rui Qian, Xiaoyi Dong, Pan Zhang +4
cs.CVarXiv:2405.16009v12024
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
Ye Li, Yuan Meng, Zewen Sun +7
cs.CVcs.AIarXiv:2506.12723v32025
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
Zeqiang Lai, Yunfei Zhao, Haolin Liu +23
cs.CVcs.AIarXiv:2506.16504v12025
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
Ke Wang, Junting Pan, Linda Wei +8
cs.CVcs.AIcs.CLarXiv:2505.10557v12025
DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning
Wenhao Yao, Zhenxin Li, Shiyi Lan +4
cs.ROcs.AIcs.CVarXiv:2506.06659v32025
UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning
Sule Bai, Mingxing Li, Yong Liu +5
cs.CVarXiv:2505.14231v12025
SITE: towards Spatial Intelligence Thorough Evaluation
Wenqi Wang, Reuben Tan, Pengyue Zhu +6
cs.CVarXiv:2505.05456v22025
When Bad Data Leads to Good Models
Kenneth Li, Yida Chen, Fernanda Viégas +1
cs.LGcs.AIcs.CLarXiv:2505.04741v12025
Summaries:한국어
F -- A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite
Ansgar Scherp, Thomas Franz, Carsten Saathoff +1
cs.AIarXiv:2411.16609v12024
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
Yiyang Zhou, Yangfan He, Yaofeng Su +5
cs.CVarXiv:2506.01300v12025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts
Peijie Wang, Zhong-Zhi Li, Fei Yin +3
cs.AIarXiv:2502.20808v62025
FG-CLIP: Fine-Grained Visual and Textual Alignment
Chunyu Xie, Bin Wang, Fanjing Kong +5
cs.CVcs.AIarXiv:2505.05071v32025
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
Rongyuan Wu, Tao Yang, Lingchen Sun +3
cs.CVarXiv:2311.16518v22023
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
Li Hu, Guangyuan Wang, Zhen Shen +6
cs.CVarXiv:2502.06145v12025
Learning coordinated badminton skills for legged manipulators
Yuntao Ma, Andrei Cramariuc, Farbod Farshidian +1
cs.ROcs.LGarXiv:2505.22974v22025
SinSR: Diffusion-Based Image Super-Resolution in a Single Step
Yufei Wang, Wenhan Yang, Xinyuan Chen +7
cs.CVarXiv:2311.14760v12023
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views
Lihan Jiang, Yucheng Mao, Linning Xu +9
cs.CVarXiv:2505.23716v22025
DexterityGen: Foundation Controller for Unprecedented Dexterity
Zhao-Heng Yin, Changhao Wang, Luis Pineda +11
cs.ROcs.AIcs.LGarXiv:2502.04307v12025
O1 Replication Journey: A Strategic Progress Report -- Part 1
Yiwei Qin, Xuefeng Li, Haoyang Zou +8
cs.AIcs.CLarXiv:2410.18982v12024
Simulating the Visual World with Artificial Intelligence: A Roadmap
Jingtong Yue, Ziqi Huang, Zhaoxi Chen +3
cs.AIcs.CVarXiv:2511.08585v42025
UFO3: Weaving the Digital Agent Galaxy
Chaoyun Zhang, Liqun Li, He Huang +8
cs.DCcs.MAarXiv:2511.11332v22025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei +9
cs.CLcs.AIcs.IRarXiv:2501.13958v32025
Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
Jiaer Xia, Yuhang Zang, Peng Gao +2
cs.CVarXiv:2505.14677v32025
Generative Language Models Exhibit Social Identity Biases
Tiancheng Hu, Yara Kyrychenko, Steve Rathje +3
cs.CLcs.CYarXiv:2310.15819v22023
Multilingual Routing in Mixture-of-Experts
Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz +2
cs.CLcs.AIcs.LGarXiv:2510.04694v22025
Universal Actions for Enhanced Embodied Foundation Models
Jinliang Zheng, Jianxiong Li, Dongxiu Liu +7
cs.ROcs.AIcs.CVarXiv:2501.10105v22025
Vulnerability Detection with Code Language Models: How Far Are We?
Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim +6
cs.SEcs.CLarXiv:2403.18624v22024
Evaluating Agent-based Program Repair at Google
Pat Rondon, Renyao Wei, José Cambronero +5
cs.SEcs.AIarXiv:2501.07531v12025
Large Language Models Hallucination: A Comprehensive Survey
Aisha Alansari, Hamzah Luqman
cs.CLarXiv:2510.06265v32025
Perception Encoder: The best visual embeddings are not at the output of the network
Daniel Bolya, Po-Yao Huang, Peize Sun +15
cs.CVarXiv:2504.13181v22025
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
Yufeng Du, Minyang Tian, Srikanth Ronanki +7
cs.CLcs.AIarXiv:2510.05381v12025
Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning
Jonathan Kim, Anna Podlasek, Kie Shidara +3
cs.CLcs.AIarXiv:2502.04381v12025
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Feng Li, Renrui Zhang, Hao Zhang +5
cs.CVcs.CLcs.LGarXiv:2407.07895v22024
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
Xuan Ju, Yiming Gao, Zhaoyang Zhang +6
cs.CVarXiv:2407.06358v12024
Characterization of Large Language Model Development in the Datacenter
Qinghao Hu, Zhisheng Ye, Zerui Wang +9
cs.DCcs.LGarXiv:2403.07648v22024
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji +40
cs.AIarXiv:2510.10689v32025

Every paper with a summary

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

PresentAgent: Multimodal Agent for Presentation Video Generation

DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding

AgentOCR: Reimagining Agent History via Optical Self-Compression

xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

A Survey on Diffusion Language Models

From Hard Refusals to Safe-Completions: Toward Output-Centric Safety Training

AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

DEFOM-Stereo: Depth Foundation Model Based Stereo Matching

UNIC: Unified In-Context Video Editing

LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding

UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Online Political Microtargeting: Promises and Threats for Democracy

HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer

PCMind-2.1-Kaiyuan-2B Technical Report

TradingAgents: Multi-Agents LLM Financial Trading Framework

S*: Test Time Scaling for Code Generation

LATTICE: Democratize High-Fidelity 3D Generation at Scale

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

Streaming Long Video Understanding with Large Language Models

SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration

Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning

DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning

UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

SITE: towards Spatial Intelligence Thorough Evaluation

When Bad Data Leads to Good Models

F -- A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding

MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts

FG-CLIP: Fine-Grained Visual and Textual Alignment

SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance

Learning coordinated badminton skills for legged manipulators

SinSR: Diffusion-Based Image Super-Resolution in a Single Step

AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views

DexterityGen: Foundation Controller for Unprecedented Dexterity

O1 Replication Journey: A Strategic Progress Report -- Part 1

Simulating the Visual World with Artificial Intelligence: A Roadmap

UFO3: Weaving the Digital Agent Galaxy

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning

Generative Language Models Exhibit Social Identity Biases

Multilingual Routing in Mixture-of-Experts

Universal Actions for Enhanced Embodied Foundation Models

Vulnerability Detection with Code Language Models: How Far Are We?

Evaluating Agent-based Program Repair at Google

Large Language Models Hallucination: A Comprehensive Survey

Perception Encoder: The best visual embeddings are not at the output of the network

Context Length Alone Hurts LLM Performance Despite Perfect Retrieval

Limitations of Large Language Models in Clinical Problem-Solving Arising from Inflexible Reasoning

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions

Characterization of Large Language Model Development in the Datacenter

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs