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Jiatao Gu

  1. DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
    2025/06/25 by Shansan Gong, Ruixiang Zhang, Gong, Shansan +11 · 6 voices · 74 citations
    Computer Science · #Model-Driven Software Engineering Techniques #cs.CL
  2. Matryoshka Diffusion Models
    2023/10/23 by Jiatao Gu, Shuangfei Zhai, Gu, Jiatao +7 · 1 voice · 16 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #AI in cancer detection
  3. Volume Rendering of Neural Implicit Surfaces
    2021/06/22 by Lior Yariv, Jiatao Gu, Yariv, Lior +5 · 65 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Multilingual Denoising Pre-training for Neural Machine Translation
    2020/01/22 by Yinhan Liu, Liu, Yinhan, Jiatao Gu +13 · 75 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  5. data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
    2022/02/07 by Alexei Baevski, Baevski, Alexei, Wei-Ning Hsu +9 · 62 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Multimodal Machine Learning Applications
  6. PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding
    2020/07/21 by Saining Xie, Jiatao Gu, Xie, Saining +9 · 33 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  7. Depth-Adaptive Transformer
    2019/10/22 by Maha Elbayad, Jiatao Gu, Elbayad, Maha +5 · 24 citations
    Computer Science · #Neural Networks and Applications #Time Series Analysis and Forecasting #Image and Signal Denoising Methods
  8. Normalizing Flows are Capable Generative Models
    2024/12/09 by Shuangfei Zhai, Zhai, Shuangfei, Ruixiang Zhang +18 · 2 voices · 35 citations
    Engineering · #Reservoir Engineering and Simulation Methods #cs.CV #cs.LG
  9. Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
    2020/08/02 by Yuqing Tang, Tang, Yuqing, Chau Tran +13 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Neural Machine Translation with Byte-Level Subwords
    2019/09/07 by Changhan Wang, Wang, Changhan, Kyunghyun Cho +3 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  11. World-consistent Video Diffusion with Explicit 3D Modeling
    2024/12/02 by Qihang Zhang, Zhang, Qihang, Shuangfei Zhai +13 · 1 voice · 17 citations
    Computer Science · #Advanced Vision and Imaging #Video Coding and Compression Technologies #Image and Signal Denoising Methods
  12. Meta-Learning for Low-Resource Neural Machine Translation
    2018/08/25 by Jiatao Gu, Gu, Jiatao, Yong Wang +7 · 12 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  13. Revisiting Self-Training for Neural Sequence Generation
    2019/09/30 by Junxian He, Jiatao Gu, He, Junxian +5 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  14. SimulEval: An Evaluation Toolkit for Simultaneous Translation
    2020/07/31 by Xutai Ma, Mohammad Javad Dousti, Ma, Xutai +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  15. Incorporating Copying Mechanism in Sequence-to-Sequence Learning
    2016/03/21 by Jiatao Gu, Zhengdong Lu, Gu, Jiatao +5 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  16. PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
    2023/06/05 by Yizhe Zhang, Zhang, Yizhe, Jiatao Gu +9 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  17. CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus
    2020/02/04 by Changhan Wang, Juan Pino, Wang, Changhan +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  18. BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping
    2023/06/08 by Jiatao Gu, Gu, Jiatao, Shuangfei Zhai +7 · 9 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  19. CLEAR: Contrastive Learning for Sentence Representation
    2020/12/31 by Zhuofeng Wu, Sinong Wang, Wu, Zhuofeng +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  20. Textless Speech-to-Speech Translation on Real Data
    2021/12/15 by Ann Lee, Lee, Ann, Hongyu Gong +18 · 5 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  21. Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
    2025/10/01 by Huangjie Zheng, Zheng, Huangjie, Shansan Gong +13 · 1 voice · 8 citations
    Physics and Astronomy · Computer Science · #Opinion Dynamics and Social Influence #Advanced Statistical Modeling Techniques
  22. IDPG: An Instance-Dependent Prompt Generation Method
    2022/04/09 by Zhuofeng Wu, Wu, Zhuofeng, Sinong Wang +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  23. DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
    2024/10/10 by Jiatao Gu, Yuyang Wang, Gu, Jiatao +13 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  24. Insertion-based Decoding with automatically Inferred Generation Order
    2019/02/04 by Jiatao Gu, Gu, Jiatao, Qi Liu +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. Unified Speech-Text Pre-training for Speech Translation and Recognition
    2022/04/11 by Yun Tang, Hongyu Gong, Tang, Yun +19 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  26. How Far Are We from Intelligent Visual Deductive Reasoning?
    2024/03/07 by Yizhe Zhang, He Bai, Zhang, Yizhe +11 · 4 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  27. Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation
    2020/06/09 by Changhan Wang, Juan Pino, Wang, Changhan +3 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  28. Normalizing Trajectory Models
    2026/05/08 by Jiatao Gu, Tianrong Chen, Ying Shen +3 · 2 voices
    #cs.CV #cs.LG
  29. Large Margin Few-Shot Learning
    2018/07/08 by Yong Wang, Xiao-Ming Wu, Wang, Yong +11 · 4 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gait Recognition and Analysis #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  30. fairseq S2: A Scalable and Integrable Speech Synthesis Toolkit
    2021/09/14 by Changhan Wang, Wang, Changhan, Wei-Ning Hsu +13 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
  31. Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models
    2023/12/13 by Liangchen Song, Song, Liangchen, Liangliang Cao +9 · 2 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  32. Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations
    2019/06/04 by Jiatao Gu, Gu, Jiatao, Yong Wang +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. Many-to-many Image Generation with Auto-regressive Diffusion Models
    2024/04/03 by Ying Shen, Shen, Ying, Yizhe Zhang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  34. One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation
    2025/12/08 by Yuan Gao, Chen Chen, Gao, Yuan +5 · 1 voice · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV
  35. Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
    2024/05/31 by Jiatao Gu, Ying Shen, Gu, Jiatao +9 · 2 citations
    Computer Science · #Topic Modeling
  36. STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
    2025/11/25 by Jiatao Gu, Gu, Jiatao, Ying Shen +15 · 6 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  37. Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
    2025/06/06 by Chuhao Chen, Chen, Chuhao, Zhiyang Dou +13 · 5 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
  38. Adaptivity and Modularity for Efficient Generalization Over Task Complexity
    2023/10/13 by Samira Abnar, Abnar, Samira, Omid Saremi +19 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  39. DSplats: 3D Generation by Denoising Splats-Based Multiview Diffusion\n Models
    2024/12/11 by Kevin Miao, Harsh Agrawal, Miao, Kevin +11 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging #Video Analysis and Summarization