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Zhifeng Chen

  1. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
    2016/09/26 by Yonghui Wu, Wu, Yonghui, Mike Schuster +62 · 2 voices · 653 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 Martı́n Abadi, Martín Abadi, Abadi, Martín +44 · 4 voices · 328 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 · 319 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, Johnson, Melvin, Mike Schuster +23 · 4 voices · 36 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 · 86 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, Henrik Kretzschmar, Sun, Pei +47 · 386 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 +126 · 2 voices · 60 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
  8. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
    2016/03/14 by Martín Abadi, Ashish Agarwal, Abadi, Martín +77 · 1 voice · 61 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  9. Scalability in Perception for Autonomous Driving: Waymo Open Dataset
    2020/06/01 by Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla +20 · 292 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Robotics and Sensor-Based Localization
  10. LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech
    2019/04/05 by Heiga Zen, Zen, Heiga, Viet Chau Dang +13 · 146 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  11. GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
    2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 135 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Mixture-of-Experts with Expert Choice Routing
    2022/02/18 by Yanqi Zhou, Zhou, Yanqi, Tao Lei +17 · 122 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
  13. Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
    2017/12/16 by Jonathan Shen, Ruoming Pang, Shen, Jonathan +23 · 74 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  14. 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
  15. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Andrew M. Dai, Anil, Rohan +224 · 92 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 7 citations
    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
  17. Controlled Decoding from Language Models
    2023/10/25 by Sidharth Mudgal, Mudgal, Sidharth, Jong Lee +24 · 2 voices · 22 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 #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
  18. Scene Transformer: A unified architecture for predicting multiple agent trajectories
    2021/06/15 by Jiquan Ngiam, Benjamin Caine, Ngiam, Jiquan +26 · 32 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
  19. Direct speech-to-speech translation with a sequence-to-sequence model
    2019/04/12 by Jia Ye, Jia, Ye, Ron J. Weiss +11 · 14 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  20. GSPMD: General and Scalable Parallelization for ML Computation Graphs
    2021/05/10 by Yuanzhong Xu, HyoukJoong Lee, Xu, Yuanzhong +29 · 16 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  21. An analysis of incorporating an external language model into a\n sequence-to-sequence model
    2017/12/05 by Anjuli Kannan, Kannan, Anjuli, Yonghui Wu +9 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  22. Reward Augmented Maximum Likelihood for Neural Structured Prediction
    2016/09/01 by Mohammad Norouzi, Samy Bengio, Norouzi, Mohammad +11 · 17 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  23. AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
    2023/02/22 by Zhuohan Li, Li, Zhuohan, Lianmin Zheng +19 · 13 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)
  24. Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
    2022/01/28 by Lianmin Zheng, Zhuohan Li, Zheng, Lianmin +20 · 9 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. Lifelong Language Pretraining with Distribution-Specialized Experts
    2023/05/20 by Wuyang Chen, Chen, Wuyang, Yanqi Zhou +11 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  26. Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning
    2019/07/09 by Yu Zhang, Ron J. Weiss, Zhang, Yu +15 · 6 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 #Speech and Audio Processing #electronic engineering #information engineering
  27. 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
  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. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Patrick Nguyen, Shen, Jonathan +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
  30. Autellix: An Efficient Serving Engine for LLM Agents as General Programs
    2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 13 citations
    Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
  31. A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency
    2020/03/28 by Tara N. Sainath, Yanzhang He, Sainath, Tara N. +55 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing
  32. StarNet: Targeted Computation for Object Detection in Point Clouds
    2019/08/29 by Jiquan Ngiam, Benjamin Caine, Ngiam, Jiquan +23 · 5 citations
    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
  33. Brainformers: Trading Simplicity for Efficiency
    2023/05/29 by Yanqi Zhou, Zhou, Yanqi, Nan Du +26 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  34. 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
  35. Learning to Skip for Language Modeling
    2023/11/26 by Dewen Zeng, Nan Du, Zeng, Dewen +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  36. MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks
    2023/03/29 by Weicheng Kuo, AJ Piergiovanni, Kuo, Weicheng +21 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  37. Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model
    2017/12/05 by Bo Li, Li, Bo, Tara N. Sainath +15 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  38. N-Grammer: Augmenting Transformers with latent n-grams
    2022/07/13 by Aurko Roy, Rohan Anil, Roy, Aurko +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
  39. CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
    2023/06/01 by Mevan Ekanayake, Ekanayake, Mevan, Zhifeng Chen +7 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #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) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  40. Building Machine Translation Systems for the Next Thousand Languages
    2022/05/09 by Ankur Bapna, Bapna, Ankur, Isaac Caswell +45 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  41. Improving the Performance of Online Neural Transducer Models
    2017/12/05 by Tara N. Sainath, Chung‐Cheng Chiu, Sainath, Tara N. +11 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  42. Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformers
    2026/07/26 by Dongseong Hwang, Prasanth Yadla, Kaan Elgin +8
    #cs.SD #cs.CL