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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91,261 to 91,320 of 101,881

MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
Quyu Kong, Xu Zhang, Zhenyu Yang +10
cs.CLarXiv:2512.19432v32025
Whisper-RIR-Mega: A Paired Clean-Reverberant Speech Benchmark for ASR Robustness to Room Acoustics
Mandip Goswami
eess.AScs.AIcs.LGarXiv:2603.02252v32026
Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms
Shalaleh Rismani, Renee Shelby, Leah Davis +2
cs.HCcs.AIcs.LGarXiv:2510.10339v12025
BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents
Huanyao Zhang, Jiepeng Zhou, Bo Li +22
cs.AIarXiv:2602.12876v22026
The Universal Normal Embedding
Chen Tasker, Roy Betser, Eyal Gofer +2
cs.CVeess.IVarXiv:2603.21786v12026
GRIT: Teaching MLLMs to Think with Images
Yue Fan, Xuehai He, Diji Yang +6
cs.CVcs.AIcs.CLarXiv:2505.15879v22025
Emerging Properties in Unified Multimodal Pretraining
Chaorui Deng, Deyao Zhu, Kunchang Li +9
cs.CVarXiv:2505.14683v32025
Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation
Julia Belikova, Danila Rozhevskii, Dennis Svirin +2
cs.CLarXiv:2602.12235v22026
Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias
JuneHyoung Kwon, MiHyeon Kim, Eunju Lee +3
cs.LGcs.CVarXiv:2602.21773v12026
Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting
Shuangkang Fang, I-Chao Shen, Xuanyang Zhang +5
cs.CVarXiv:2602.20933v12026
MerLean: An Agentic Framework for Autoformalization in Quantum Computation
Yuanjie Ren, Jinzheng Li, Yidi Qi
cs.LOcs.AIcs.ETarXiv:2602.16554v12026
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset
Jiuhai Chen, Zhiyang Xu, Xichen Pan +10
cs.CVcs.AIarXiv:2505.09568v12025
GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training
Yuan Cao, Dezhi Ran, Mengzhou Wu +9
cs.AIcs.LGarXiv:2602.14093v12026
From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents
Qiming Zhu, Shunian Chen, Rui Yu +2
cs.DBcs.AIarXiv:2602.17913v12026
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Shanshan Zhao, Xinjie Zhang, Jintao Guo +9
cs.CVarXiv:2505.02567v62025
Do Reasoning Models Enhance Embedding Models?
Wun Yu Chan, Shaojin Chen, Huihao Jing +5
cs.AIcs.CLarXiv:2601.21192v12026
PEARL: Personalized Streaming Video Understanding Model
Yuanhong Zheng, Ruichuan An, Xiaopeng Lin +10
cs.CVcs.AIcs.IRarXiv:2603.20422v12026
WoW: Towards a World omniscient World model Through Embodied Interaction
Xiaowei Chi, Peidong Jia, Chun-Kai Fan +33
cs.ROcs.CVcs.MMarXiv:2509.22642v22025
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
Antoine Edy, Max Conti, Quentin Macé
cs.IRcs.AIcs.CLarXiv:2603.26259v22026
Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
Fiona Y. Wang, Lee Marom, Subhadeep Pal +4
cs.AIcond-mat.dis-nncs.LGarXiv:2603.14312v12026
Generative to Agentic AI: Survey, Conceptualization, and Challenges
Johannes Schneider
cs.AIarXiv:2504.18875v12025
RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models
Yufeng Yang, Xianfang Zeng, Zhangqi Jiang +8
cs.CVarXiv:2603.25502v12026
Scaling Behavior of Discrete Diffusion Language Models
Dimitri von Rütte, Janis Fluri, Omead Pooladzandi +3
cs.LGarXiv:2512.10858v32025
Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets
Team Hunyuan3D, :, Bowen Zhang +17
cs.CVcs.AIarXiv:2509.21245v12025
Template-Based Feature Aggregation Network for Industrial Anomaly Detection
Wei Luo, Haiming Yao, Wenyong Yu
cs.CVarXiv:2603.22874v12026
OmniOCR: Generalist OCR for Ethnic Minority Languages
Bonan Liu, Zeyu Zhang, Bingbing Meng +5
cs.CVarXiv:2602.21042v12026
Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training
Fangfu Liu, Diankun Wu, Jiawei Chi +7
cs.CVcs.LGarXiv:2603.12255v12026
PhysX-Anything: Simulation-Ready Physical 3D Assets from Single Image
Ziang Cao, Fangzhou Hong, Zhaoxi Chen +2
cs.CVcs.ROarXiv:2511.13648v12025
GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics
Modi Jin, Yiming Zhang, Boyuan Sun +3
cs.AIarXiv:2602.12617v12026
LIBERO-X: Robustness Litmus for Vision-Language-Action Models
Guodong Wang, Chenkai Zhang, Qingjie Liu +4
cs.CVcs.AIcs.ROarXiv:2602.06556v12026
UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving
Ziyi Song, Chen Xia, Chenbing Wang +3
cs.ROcs.CVarXiv:2511.09013v12025
Competing Visions of Ethical AI: A Case Study of OpenAI
Melissa Wilfley, Mengting Ai, Madelyn Rose Sanfilippo
cs.CYarXiv:2601.16513v12026
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
Rui Pan, Yinwei Dai, Zhihao Zhang +3
cs.LGcs.AIarXiv:2504.07891v22025
MedSAM2: Segment Anything in 3D Medical Images and Videos
Jun Ma, Zongxin Yang, Sumin Kim +6
eess.IVcs.AIcs.CVarXiv:2504.03600v12025
Collective Behavior of AI Agents: the Case of Moltbook
Giordano De Marzo, David Garcia
physics.soc-phcs.CLcs.MAarXiv:2602.09270v12026
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
Keda Tao, Yuhua Zheng, Jia Xu +13
cs.CVarXiv:2603.19217v12026
CADEvolve: Creating Realistic CAD via Program Evolution
Maksim Elistratov, Marina Barannikov, Gregory Ivanov +4
cs.GRarXiv:2602.16317v12026
Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis
Thanathai Lertpetchpun, Yoonjeong Lee, Thanapat Trachu +4
cs.CLarXiv:2601.14417v22026
From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation
Yibin Liu, Yaxing Lyu, Daqi Gao +5
cs.ROcs.AIcs.CLarXiv:2603.15600v22026
NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)
Guanyi Qin, Jie Liang, Bingbing Zhang +50
cs.CVcs.AIarXiv:2604.12512v12026
In-Context Reinforcement Learning for Tool Use in Large Language Models
Yaoqi Ye, Yiran Zhao, Keyu Duan +4
cs.AIarXiv:2603.08068v12026
SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Hongchi Xia, Xuan Li, Zhaoshuo Li +9
cs.CVcs.ROarXiv:2602.10116v22026
GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design
Isabella A. Stewart, Tarjei Paule Hage, Yu-Chuan Hsu +1
cs.AIcond-mat.mes-hallcond-mat.mtrl-sciarXiv:2602.07491v12026
MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning
Chenhao Zhang, Yazhe Niu, Hongsheng Li
cs.CVcs.AIcs.CYarXiv:2602.10575v12026
Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding
Shivam Sharma, Sankalp Nagaonkar, Ashish Choithani +1
cs.CVarXiv:2604.11177v12026
AIDev: Studying AI Coding Agents on GitHub
Hao Li, Haoxiang Zhang, Ahmed E. Hassan
cs.SEcs.AIarXiv:2602.09185v12026
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
Yukang Feng, Jianwen Sun, Zelai Yang +16
cs.SEcs.MAarXiv:2602.14337v22026
Agentic Web: Weaving the Next Web with AI Agents
Yingxuan Yang, Mulei Ma, Yuxuan Huang +15
cs.AIcs.LGarXiv:2507.21206v12025
Emu3.5: Native Multimodal Models are World Learners
Yufeng Cui, Honghao Chen, Haoge Deng +20
cs.CVarXiv:2510.26583v12025
Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Juhee Kim, Woohyuk Choi, Byoungyoung Lee
cs.CRcs.AIcs.MAarXiv:2503.15547v22025
Dolphin-v2: Universal Document Parsing via Scalable Anchor Prompting
Hao Feng, Wei Shi, Ke Zhang +9
cs.CVarXiv:2602.05384v12026
Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
Julius Pesonen, Stefan Rua, Josef Taher +3
cs.CVarXiv:2602.13022v12026
FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On
Johanna Karras, Yuanhao Wang, Yingwei Li +1
cs.CVcs.GRarXiv:2604.08526v12026
DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation
Xu Guo, Fulong Ye, Qichao Sun +7
cs.CVarXiv:2602.12160v12026
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
Xingyu Wu, Yuchen Yan, Shangke Lyu +7
cs.AIcs.CLarXiv:2507.15758v22025
Geometric Autoencoder for Diffusion Models
Hangyu Liu, Jianyong Wang, Yutao Sun
cs.CVarXiv:2603.10365v22026
"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild
Yi Liu, Zhihao Chen, Yanjun Zhang +4
cs.CRcs.AIcs.CLarXiv:2602.06547v42026
VLA-0: Building State-of-the-Art VLAs with Zero Modification
Ankit Goyal, Hugo Hadfield, Xuning Yang +2
cs.ROcs.AIarXiv:2510.13054v12025
Driving on Registers
Ellington Kirby, Alexandre Boulch, Yihong Xu +11
cs.CVcs.AIcs.ROarXiv:2601.05083v22026
VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification
Jiahao Meng, Tan Yue, Qi Xu +7
cs.CVcs.MMarXiv:2604.01569v12026

Every paper with a summary

MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments

Whisper-RIR-Mega: A Paired Clean-Reverberant Speech Benchmark for ASR Robustness to Room Acoustics

Measuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms

BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents

The Universal Normal Embedding

GRIT: Teaching MLLMs to Think with Images

Emerging Properties in Unified Multimodal Pretraining

Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation

Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias

Dropping Anchor and Spherical Harmonics for Sparse-view Gaussian Splatting

MerLean: An Agentic Framework for Autoformalization in Quantum Computation

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training

From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Do Reasoning Models Enhance Embedding Models?

PEARL: Personalized Streaming Video Understanding Model

WoW: Towards a World omniscient World model Through Embodied Interaction

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange

Generative to Agentic AI: Survey, Conceptualization, and Challenges

RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models

Scaling Behavior of Discrete Diffusion Language Models

Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets

Template-Based Feature Aggregation Network for Industrial Anomaly Detection

OmniOCR: Generalist OCR for Ethnic Minority Languages

Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

PhysX-Anything: Simulation-Ready Physical 3D Assets from Single Image

GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics

LIBERO-X: Robustness Litmus for Vision-Language-Action Models

UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving

Competing Visions of Ethical AI: A Case Study of OpenAI

SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning

MedSAM2: Segment Anything in 3D Medical Images and Videos

Collective Behavior of AI Agents: the Case of Moltbook

LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs

CADEvolve: Creating Realistic CAD via Program Evolution

Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis

From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation

NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)

In-Context Reinforcement Learning for Tool Use in Large Language Models

SAGE: Scalable Agentic 3D Scene Generation for Embodied AI

GraphAgents: Knowledge Graph-Guided Agentic AI for Cross-Domain Materials Design

MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning

Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding

AIDev: Studying AI Coding Agents on GitHub

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces

Agentic Web: Weaving the Next Web with AI Agents

Emu3.5: Native Multimodal Models are World Learners

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Dolphin-v2: Universal Document Parsing via Scalable Anchor Prompting

Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels

FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On

DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Geometric Autoencoder for Diffusion Models

"Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild

VLA-0: Building State-of-the-Art VLAs with Zero Modification

Driving on Registers

VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification