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Papers
Daily updated cutting-edge AI research papers to help you keep up with the latest AI trends
T2R-bench: A Benchmark for Generating Article-Level Reports from Real World Industrial Tables
Benchmarks
LLM
Jie Zhang, Changzai Pan, Kaiwen Wei, et al.
PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning
Reinforcement Learning
Model Training
Wenfeng Feng, Penghong Zhao, Guochao Jiang, et al.
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Preference Modeling
Reinforcement Learning
Yuntao Bai, Andy Jones, Kamal Ndousse, et al.
UQ: Assessing Language Models on Unsolved Questions
Dataset
Reasoning
Fan Nie, Ken Ziyu Liu, Zihao Wang, et al.
CARJAN: Agent-Based Generation and Simulation of Traffic Scenarios with AJAN
Autonomous Driving
Agent
Leonard Frank Neis, Andre Antakli, Matthias Klusch
TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training
LLM
Model Training
Yifan Wang, Binbin Liu, Fengze Liu, et al.
TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis
Any-to-Any
Dataset
Shunian Chen, Hejin Huang, Yexin Liu, et al.
Droplet3D: Commonsense Priors from Videos Facilitate 3D Generation
3D Generation
Video Understanding
Xiaochuan Li, Guoguang Du, Runze Zhang, et al.
A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code
Code Generation
Benchmarks
Keke Lian, Bin Wang, Lei Zhang, et al.
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
Agent
Embodied Intelligence
Delin Qu, Haoming Song, Qizhi Chen, et al.
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
Multimodal
Reasoning
Jie Jiang, Qi Yang, Bolin Ni, et al.
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
Supervised Fine-Tuning
Preference Modeling
Xiaolong Wei, Bo Lu, Xingyu Zhang, et al.
TMUAD: Enhancing Logical Capabilities in Unified Anomaly Detection Models with a Text Memory Bank
Computer Vision
Image Understanding
Jiawei Liu, Jiahe Hou, Wei Wang, et al.
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?
LLM
Supervised Fine-Tuning
Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, et al.
AWorld: Orchestrating the Training Recipe for Agentic AI
Agent
Benchmarks
Chengyue Yu, Siyuan Lu, Chenyi Zhuang, et al.
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
Benchmarks
Agent
Zhenting Wang, Qi Chang, Hemani Patel, et al.
rStar2-Agent: Agentic Reasoning Technical Report
Agent
Reinforcement Learning
Ning Shang, Yifei Liu, Yi Zhu, et al.
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Text-to-Image
Preference Modeling
Yibin Wang, Zhimin Li, Yuhang Zang, et al.
MobileCLIP2: Improving Multi-Modal Reinforced Training
Multimodal
Image Captioning
Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, et al.
AI-AI Esthetic Collaboration with Explicit Semiotic Awareness and Emergent Grammar Development
Artificial Intelligence
Natural Language Processing
Nicanor I. Moldovan
Gaze into the Heart: A Multi-View Video Dataset for rPPG and Health Biomarkers Estimation
Computer Vision
Video Understanding
Konstantin Egorov, Stepan Botman, Pavel Blinov, et al.
Predicting the Order of Upcoming Tokens Improves Language Modeling
Transformer
Model Training
Zayd M. K. Zuhri, Erland Hilman Fuadi, Alham Fikri Aji
MIDAS: Multimodal Interactive Digital-human Synthesis via Real-time Autoregressive Video Generation
Text-to-Video
Any-to-Any
Ming Chen, Liyuan Cui, Wenyuan Zhang, et al.
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Diffusion Model
Transformer
Zhixuan Liang, Yizhuo Li, Tianshuo Yang, et al.
Self-Rewarding Vision-Language Model via Reasoning Decomposition
Visual Question Answering
Reasoning
Zongxia Li, Wenhao Yu, Chengsong Huang, et al.
Beyond Transcription: Mechanistic Interpretability in ASR
Transformer
Deep Learning
Neta Glazer, Yael Segal-Feldman, Hilit Segev, et al.
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning
Agent
Reinforcement Learning
Zeyi Sun, Yuhang Cao, Jianze Liang, et al.
WebSight: A Vision-First Architecture for Robust Web Agents
Agent
Any-to-Any
Tanvir Bhathal, Asanshay Gupta
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
Transformer
LLM
Zihao Huang, Yu Bao, Qiyang Min, et al.
Hermes 4 Technical Report
Reasoning
LLM
Ryan Teknium, Roger Jin, Jai Suphavadeeprasit, et al.
OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
Multimodal Representation
Text-to-Speech
Jianwen Jiang, Weihong Zeng, Zerong Zheng, et al.
VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space
3D Generation
Diffusion Model
Lin Li, Zehuan Huang, Haoran Feng, et al.