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Papers
Daily updated cutting-edge AI research papers to help you keep up with the latest AI trends
Latent Collaboration in Multi-Agent Systems
Agent
LLM
Jiaru Zou, Xiyuan Yang, Ruizhong Qiu, et al.
Multimodal Evaluation of Russian-language Architectures
Multimodal
Benchmarks
Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov, et al.
ROOT: Robust Orthogonalized Optimizer for Neural Network Training
LLM
Transformer
Wei He, Kai Han, Hang Zhou, et al.
Superposition Yields Robust Neural Scaling
Machine Learning
Artificial Intelligence
Yizhou Liu, Ziming Liu, Jeff Gore
Optimal Mistake Bounds for Transductive Online Learning
Machine Learning
Artificial Intelligence
Zachary Chase, Steve Hanneke, Shay Moran, et al.
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Reinforcement Learning
LLM
Yang Yue, Zhiqi Chen, Rui Lu, et al.
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
Diffusion Model
Deep Learning
Tony Bonnaire, Raphaël Urfin, Giulio Biroli, et al.
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
Reinforcement Learning
Neural Networks
Kevin Wang, Ishaan Javali, Michał Bortkiewicz, et al.
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
Transformer
LLM
Zihan Qiu, Zekun Wang, Bo Zheng, et al.
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
LLM
Dataset
Liwei Jiang, Yuanjun Chai, Margaret Li, et al.
Evolution Strategies at the Hyperscale
Model Training
LLM
Bidipta Sarkar, Mattie Fellows, Juan Agustin Duque, et al.
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward
Any-to-Any
Reasoning
Yuwei Niu, Weiyang Jin, Jiaqi Liao, et al.
iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation
Any-to-Any
Image Generation
Zhoujie Fu, Xianfang Zeng, Jinghong Lan, et al.
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
Agent
Reasoning
Jiaqi Liu, Kaiwen Xiong, Peng Xia, et al.
MedSAM3: Delving into Segment Anything with Medical Concepts
Image Segmentation
Any-to-Any
Anglin Liu, Rundong Xue, Xu R. Cao, et al.
SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation
Image-to-Video
Image-to-Image
Jiaming Zhang, Shengming Cao, Rui Li, et al.
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
LLM
Algorithm
Valentin Khrulkov, Andrey Galichin, Denis Bashkirov, et al.
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
Preference Modeling
Benchmarks
Oren Barkan, Yahlly Schein, Yehonatan Elisha, et al.
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
Deep Learning
Neural Networks
Dor Arviv, Yehonatan Elisha, Oren Barkan, et al.
MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection
Object Detection
Semantic Segmentation
Leena Alghamdi, Muhammad Usman, Hafeez Anwar, et al.
Budget-Aware Tool-Use Enables Effective Agent Scaling
Agent
LLM
Tengxiao Liu, Zifeng Wang, Jin Miao, et al.
In-Video Instructions: Visual Signals as Generative Control
Image-to-Video
Video Generation
Gongfan Fang, Xinyin Ma, Xinchao Wang
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Reinforcement Learning
Intelligent Question Answering
Rulin Shao, Akari Asai, Shannon Zejiang Shen, et al.
AICC: Parse HTML Finer, Make Models Better -- A 7.3T AI-Ready Corpus Built by a Model-Based HTML Parser
LLM
Document Understanding
Ren Ma, Jiantao Qiu, Chao Xu, et al.
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios
Text-to-Image
Diffusion Model
Tian Ye, Song Fei, Lei Zhu
DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation
Diffusion Model
Image Generation
Zehong Ma, Longhui Wei, Shuai Wang, et al.
Computer-Use Agents as Judges for Generative User Interface
Agent
Code Generation
Kevin Qinghong Lin, Siyuan Hu, Linjie Li, et al.
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning
Reinforcement Learning
Agent
Jiayi Zhang, Yiran Peng, Fanqi Kong, et al.
General Agentic Memory Via Deep Research
Retrieval-Augmented Generation
Agent
B. Y. Yan, Chaofan Li, Hongjin Qian, et al.
VIRAL: Visual Sim-to-Real at Scale for Humanoid Loco-Manipulation
Reinforcement Learning
Computer Vision
Tairan He, Zi Wang, Haoru Xue, et al.
MIST: Mutual Information Via Supervised Training
Neural Networks
Deep Learning
German Gritsai, Megan Richards, Maxime Méloux, et al.
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO
Reinforcement Learning
Agent
Haoyang Hong, Jiajun Yin, Yuan Wang, et al.