Li, Jiashi
- 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, Guo, Daya +404 · 93 voices · 1695 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
- Common Diffusion Noise Schedules and Sample Steps are Flawed
2023/05/15 by Shanchuan Lin, Bingchen Liu, Lin, Shanchuan +5 · 3 voices · 26 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #cs.CV
- DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
2024/05/07 by DeepSeek-AI, Aixin Liu, Bei Feng +310 · 5 voices · 248 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
2025/05/14 by Chenggang Zhao, Chengqi Deng, Zhao, Chenggang +27 · 8 voices · 18 citations
Computer Science · Decision Sciences · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Scientific Computing and Data Management
- DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
2024/06/17 by Qihao Zhu, DeepSeek-AI, Zhu, Qihao +79 · 1 voice · 73 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.LG #cs.SE #vaccines and immunoinformatics approaches
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
2024/01/11 by Damai Dai, Chengqi Deng, Dai, Damai +31 · 181 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
2024/01/05 by DeepSeek-AI, Xiao Guo Bi, : +170 · 111 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Control-A-Video: Controllable Text-to-Video Diffusion Models with Motion Prior and Reward Feedback Learning
2023/05/23 by Weifeng Chen, Chen, Weifeng, Jie Wu +14 · 26 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Seedance 1.0: Exploring the Boundaries of Video Generation Models
2025/06/10 by Gao, Yu, Guo, Haoyuan, Hoang, Tuyen +41 · 87 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models
2024/03/04 by Jiaxiang Cheng, Pan Xie, Cheng, Jiaxiang +17 · 1 voice · 7 citations
Decision Sciences · Medicine · #Simulation Techniques and Applications #Medical Imaging Techniques and Applications
- Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model
2025/04/11 by Team Seawead, Ceyuan Yang, Seawead, Team +98 · 29 citations
Environmental Science · #Coastal Management and Development
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025/12/02 by DeepSeek-AI, Liu, Aixin, Mei, Aoxue +260 · 42 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios
2022/07/12 by Jiashi Li, Li, Jiashi, Xin Xia +15 · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FlexSP: Accelerating Large Language Model Training via Flexible Sequence Parallelism
2024/12/02 by Y X Wang, Wang, Yujie, Shiju Wang +17 · 12 citations
Computer Science · #Distributed #Educational Technology and Assessment #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #and Cluster Computing (cs.DC)
- UniFL: Improve Latent Diffusion Model via Unified Feedback Learning
2024/04/08 by Zhang, Jiacheng, Wu, Jie, Ren, Yuxi +9 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
2024/08/26 by An, Wei, Bi, Xiao, Chen, Guanting +49 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
2019/05/28 by Li, Jiashi, Qi, Qi, Wang, Jingyu +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TRT-ViT: TensorRT-oriented Vision Transformer
2022/05/19 by Xin Xia, Xia, Xin, Jiashi Li +11 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning