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Chen, Zhifeng

  1. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
    2016/09/26 by Yonghui Wu, Mike Schuster, Wu, Yonghui +62 · 2 voices · 432 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  2. TensorFlow: A system for large-scale machine learning
    2016/05/27 by Martín Abadi, Martı́n Abadi, Abadi, Martín +44 · 4 voices · 253 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Advanced Neural Network Applications
  3. GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
    2020/06/30 by Dmitry Lepikhin, Lepikhin, Dmitry, HyoukJoong Lee +16 · 2 voices · 259 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Topic Modeling #cs.CL #cs.LG #stat.ML
  4. Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation
    2016/11/14 by Melvin Johnson, Mike Schuster, Johnson, Melvin +23 · 4 voices · 22 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  5. Tacotron: Towards End-to-End Speech Synthesis
    2017/03/29 by Yuxuan Wang, RJ Skerry-Ryan, Wang, Yuxuan +26 · 2 voices · 63 citations
    Computer Science · #cs.CL #cs.LG #cs.SD
  6. Scalability in Perception for Autonomous Driving: Waymo Open Dataset
    2019/12/10 by Pei Sun, Sun, Pei, Henrik Kretzschmar +47 · 286 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
  7. LaMDA: Language Models for Dialog Applications
    2022/01/20 by Romal Thoppilan, Daniel De Freitas, Thoppilan, Romal +117 · 2 voices · 47 citations
    #cs.CL #cs.AI
  8. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
    2016/03/14 by Martín Abadi, Ashish Agarwal, Abadi, Martín +77 · 1 voice · 48 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  9. LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech
    2019/04/05 by Heiga Zen, Zen, Heiga, Viet Chau Dang +13 · 117 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  10. GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
    2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 105 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Mixture-of-Experts with Expert Choice Routing
    2022/02/18 by Yanqi Zhou, Zhou, Yanqi, Tao Lei +17 · 92 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  12. Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
    2017/12/16 by Shen, Jonathan, Pang, Ruoming, Weiss, Ron J. +10 · 61 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
    2019/07/11 by Naveen Arivazhagan, Ankur Bapna, Arivazhagan, Naveen +23 · 1 voice · 7 citations
    #cs.CL #cs.LG
  14. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 73 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. Scene Transformer: A unified architecture for predicting multiple agent trajectories
    2021/06/15 by Jiquan Ngiam, Ngiam, Jiquan, Benjamin Caine +26 · 21 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Traffic and Road Safety
  16. GSPMD: General and Scalable Parallelization for ML Computation Graphs
    2021/05/10 by Xu, Yuanzhong, Lee, HyoukJoong, Chen, Dehao +13 · 14 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  17. Controlled Decoding from Language Models
    2023/10/25 by Mudgal, Sidharth, Lee, Jong, Ganapathy, Harish +10 · 17 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models
    2017/12/05 by Prabhavalkar, Rohit, Sainath, Tara N., Wu, Yonghui +4 · 8 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #electronic engineering #information engineering
  19. Noise2Music: Text-conditioned Music Generation with Diffusion Models
    2023/02/08 by Qingqing Huang, Daniel Park, Huang, Qingqing +25 · 13 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
  20. Direct speech-to-speech translation with a sequence-to-sequence model
    2019/04/12 by Jia, Ye, Weiss, Ron J., Biadsy, Fadi +4 · 8 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  21. An analysis of incorporating an external language model into a sequence-to-sequence model
    2017/12/06 by Kannan, Anjuli, Wu, Yonghui, Nguyen, Patrick +3 · 7 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  22. Reward Augmented Maximum Likelihood for Neural Structured Prediction
    2016/09/01 by Mohammad Norouzi, Samy Bengio, Norouzi, Mohammad +11 · 9 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  23. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
  24. Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
    2022/01/28 by Lianmin Zheng, Zheng, Lianmin, Zhuohan Li +20 · 8 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
  25. AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
    2023/02/22 by Zhuohan Li, Li, Zhuohan, Lianmin Zheng +19 · 8 citations
    Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  26. A comparison of end-to-end models for long-form speech recognition
    2019/11/06 by Chung‐Cheng Chiu, Chiu, Chung-Cheng, Wei Han +25 · 7 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Speech and dialogue systems
  27. Scalable Scene Flow from Point Clouds in the Real World
    2021/03/01 by Jund, Philipp, Sweeney, Chris, Abdo, Nichola +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. The Best of Both Worlds: Combining Recent Advances in Neural Machine\n Translation
    2018/04/25 by Mia Xu Chen, Orhan Fırat, Orhan Firat +22 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  29. Gmail Smart Compose: Real-Time Assisted Writing
    2019/05/17 by Chen, Mia Xu, Lee, Benjamin N, Bansal, Gagan +9 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning
    2019/07/09 by Zhang, Yu, Weiss, Ron J., Zen, Heiga +6 · 4 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  31. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Shen, Jonathan, Patrick Nguyen +179 · 1 voice · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  32. Lifelong Language Pretraining with Distribution-Specialized Experts
    2023/05/20 by Chen, Wuyang, Zhou, Yanqi, Du, Nan +4 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Sequence-to-Sequence Models Can Directly Translate Foreign Speech
    2017/03/24 by Weiss, Ron J., Chorowski, Jan, Jaitly, Navdeep +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  34. State-of-the-art Speech Recognition With Sequence-to-Sequence Models
    2017/12/05 by Chiu, Chung-Cheng, Sainath, Tara N., Wu, Yonghui +11 · 3 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  35. Autellix: An Efficient Serving Engine for LLM Agents as General Programs
    2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 11 citations
    Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
  36. Streaming Object Detection for 3-D Point Clouds
    2020/05/04 by Han, Wei, Zhang, Zhengdong, Caine, Benjamin +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Brainformers: Trading Simplicity for Efficiency
    2023/05/29 by Zhou, Yanqi, Du, Nan, Huang, Yanping +12 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Stylus: Automatic Adapter Selection for Diffusion Models
    2024/04/29 by Luo, Michael, Wong, Justin, Trabucco, Brandon +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  39. 3D-MAN: 3D Multi-frame Attention Network for Object Detection
    2021/03/30 by Zetong Yang, Yang, Zetong, Yin Zhou +5 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Robotics and Sensor-Based Localization
  40. Apple Intelligence Foundation Language Models: Tech Report 2025
    2025/07/17 by Ethan Li, Anders Larsen, Li, Ethan +487 · 14 citations
    Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. Hierarchical Generative Modeling for Controllable Speech Synthesis
    2018/10/16 by Hsu, Wei-Ning, Zhang, Yu, Weiss, Ron J. +9 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  42. StarNet: Targeted Computation for Object Detection in Point Clouds
    2019/08/29 by Jiquan Ngiam, Benjamin Caine, Ngiam, Jiquan +23 · 1 citation
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  43. Hilbert: Recursively Building Formal Proofs with Informal Reasoning
    2025/09/26 by Varambally, Sumanth, Voice, Thomas, Sun, Yanchao +3 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG)
  44. Pseudo-labeling for Scalable 3D Object Detection
    2021/03/02 by Caine, Benjamin, Roelofs, Rebecca, Vasudevan, Vijay +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. N-Grammer: Augmenting Transformers with latent n-grams
    2022/07/13 by Aurko Roy, Roy, Aurko, Rohan Anil +29 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  46. CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
    2023/06/01 by Ekanayake, Mevan, Chen, Zhifeng, Harandi, Mehrtash +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  47. Building Machine Translation Systems for the Next Thousand Languages
    2022/05/09 by Ankur Bapna, Isaac Caswell, Bapna, Ankur +45 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  48. Learning to Skip for Language Modeling
    2023/11/26 by Dewen Zeng, Nan Du, Zeng, Dewen +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  49. 3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping
    2022/12/01 by Chen, Zhifeng, Liao, Congyu, Cao, Xiaozhi +12 · 1 citation
    #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering