Yiyang Ma
- DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
2025/01/22 by DeepSeek-AI, Daya Guo, Dejian Yang +404 · 93 voices · 1696 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- DeepSeek-V3 Technical Report
2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 7 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
2024/12/13 by Zhiyu Wu, Xiaokang Chen, Wu, Zhiyu +51 · 3 voices · 140 citations
Computer Science · #cs.CV #cs.AI #cs.CL
- Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
2024/10/17 by Chengyue Wu, Wu, Chengyue, Xiaokang Chen +19 · 115 citations
Computer Science · #Multimodal Machine Learning Applications
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
2022/12/19 by Ludan Ruan, Ruan, Ludan, Yiyang Ma +15 · 29 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music Technology and Sound Studies #Music and Audio Processing
- JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
2024/11/12 by Yiyang Ma, Ma, Yiyang, Xingchao Liu +24 · 39 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation
2023/03/16 by Yiyang Ma, Huan Yang, Ma, Yiyang +7 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion
2024/09/16 by Limin Wu, Lilang Lin, Wu, Lehong +7 · 6 citations
Engineering · Biochemistry, Genetics and Molecular Biology · Medicine · #Elasticity and Material Modeling #Protein Structure and Dynamics #Bone health and osteoporosis research
- Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder
2024/04/07 by Yiyang Ma, Wenhan Yang, Ma, Yiyang +3 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering