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Papers
Daily updated cutting-edge AI research papers to help you keep up with the latest AI trends
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
Benchmarks
Agent
Nahyun Lee, Dongkeun Yoon, Guijin Son, et al.
A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks
Benchmarks
Agent
Tomer Keren, Nitay Calderon, Asaf Yehudai, et al.
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters
LLM
Model Training
Mind Lab, Song Cao, Vic Cao, et al.
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Image Generation
AI for Science
Haozhe Zhao, Shuzheng Si, Zhenhailong Wang, et al.
TACK: A statistical evaluation of degradation activity on a novel TArgeting Chimeras Knowledge dataset
AI for Science
Deep Learning
Stefano Ribes, Nils Dunlop, Rocío Mercado
Narrative Weaver: Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning
Video Generation
Multimodal
Zhengjian Yao, Yongzhi Li, Xinyuan Gao, et al.
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
LLM
Agent
Minhua Lin, Juncheng Wu, Zijun Wang, et al.
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Reinforcement Learning
LLM
Nianyi Lin, Jiajie Zhang, Lei Hou, et al.
Trust-Region Behavior Blending for On-Policy Distillation
Reinforcement Learning
LLM
Daniil Plyusov, Alexey Gorbatovski, Alexey Malakhov, et al.
SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue
Text-to-Speech
Ruiqi Li, Yu Zhang, Changhao Pan, et al.
Representation Forcing for Bottleneck-Free Unified Multimodal Models
Any-to-Any
Image Generation
Yuqing Wang, Zhijie Lin, Ceyuan Yang, et al.
GrepSeek: Training Search Agents for Direct Corpus Interaction
Agent
LLM
Alireza Salemi, Chang Zeng, Atharva Nijasure, et al.
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
Agent
LLM
Tianyi Zhou, Dongrui Liu, Leitao Yuan, et al.
Agentic Systems as Boosting Weak Reasoning Models
Agent
Reasoning
Varun Sunkaraneni, Pierfrancesco Beneventano, Riccardo Neumarker, et al.
YoCausal: How Far is Video Generation from World Model? A Causality Perspective
Video Generation
Diffusion Model
You-Zhe Xie, Yu-Hsuan Li, Jie-Ying Lee, et al.
minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models
Video Generation
Diffusion Model
Min Zhao, Hongzhou Zhu, Bokai Yan, et al.
CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation
Diffusion Model
Image Generation
Fangtai Wu, Hailong Guo, Shijie Huang, et al.
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources
Retrieval-Augmented Generation
Intelligent Question Answering
Jinheon Baek, Soyeong Jeong, Sangwoo Park, et al.
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments
Multimodal
Qwen
Qiuyue Wang, Mingsheng Li, Jian Guan, et al.
AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security
Agent
Qwen
Dongrui Liu, Yu Li, Zhonghao Yang, et al.
World Action Models: The Next Frontier in Embodied AI
Embodied Intelligence
Agent
Siyin Wang, Junhao Shi, Zhaoyang Fu, et al.
World Action Models are Zero-shot Policies
Diffusion Model
Video Generation
Seonghyeon Ye, Yunhao Ge, Kaiyuan Zheng, et al.
ResearchMath-14K: Scaling Research-Level Mathematics via Agents
Mathematics
LLM
Guijin Son, Seungyeop Yi, Minju Gwak, et al.
Self-Improving Language Models with Bidirectional Evolutionary Search
LLM
Model Training
Guowei Xu, Zhenting Qi, Huangyuan Su, et al.
From Pixels to Words -- Towards Native One-Vision Models at Scale
Multimodal
Video Understanding
Haiwen Diao, Jiahao Wang, Penghao Wu, et al.
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning
Multimodal
Agent
Minki Kang, Shizhe Diao, Ryo Hachiuma, et al.
ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation
Reinforcement Learning
Preference Modeling
Hongru Hou, Tiehua Mei, Denghui Geng, et al.
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players
Video Generation
Diffusion Model
Fangfu Liu, Kai He, Tianchang Shen, et al.
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
Text-to-Image
AI for Science
Minjun Zhu, Zhen Lin, Yixuan Weng, et al.
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
AI for Science
Embodied Intelligence
Guiyao Tie, Jiawen Shi, Dingjie Song, et al.
Agent Harness Engineering: A Survey
Agent
LLM
Junjie Li, Xi Xiao, Yunbei Zhang, et al.
D^2-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing
Diffusion Model
LLM
Aoxi Liu, Yupeng Chen, James Oldfield, et al.