Bradbury, James
- PyTorch: An Imperative Style, High-Performance Deep Learning Library
2019/12/03 by Adam Paszke, Paszke, Adam, Sam Gross +41 · 1 voice · 2440 citations
Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #cs.LG #cs.MS #stat.ML
- Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
2015/06/24 by Ankit Kumar, Ozan Irsoy, Ozan İrsoy +18 · 2 voices · 25 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Pointer Sentinel Mixture Models
2016/09/26 by Stephen Merity, Caiming Xiong, Merity, Stephen +5 · 392 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Sharan Narang, Chowdhery, Aakanksha +129 · 405 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021/12/08 by Jack W. Rae, Sebastian Borgeaud, Rae, Jack W. +157 · 74 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Efficiently Scaling Transformer Inference
2022/11/09 by Reiner Pope, Sholto Douglas, Pope, Reiner +17 · 83 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling
- PaLI: A Jointly-Scaled Multilingual Language-Image Model
2022/09/14 by Xi Chen, Xiao Wang, Chen, Xi +55 · 82 citations
Computer Science · #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 #Topic Modeling
- PaLM 2 Technical Report
2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 71 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Non-Autoregressive Neural Machine Translation
2017/11/07 by Gu, Jiatao, Bradbury, James, Xiong, Caiming +2 · 23 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- OpenSpiel: A Framework for Reinforcement Learning in Games
2019/08/26 by Marc Lanctot, Lanctot, Marc, Edward Lockhart +50 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Quasi-Recurrent Neural Networks
2016/11/05 by James Bradbury, Bradbury, James, Stephen Merity +5 · 26 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +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
- Scaling Up Models and Data with
t5x and seqio
2022/03/31 by Roberts, Adam, Chung, Hyung Won, Levskaya, Anselm +40 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- VeLO: Training Versatile Learned Optimizers by Scaling Up
2022/11/17 by Luke Metz, James Harrison, J. Harrison +22 · 2 voices · 4 citations
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Machine Learning and Data Classification #cs.LG #math.OC #stat.ML
- Block-diagonal Hessian-free Optimization for Training Neural Networks
2017/12/20 by Huishuai Zhang, Caiming Xiong, Zhang, Huishuai +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- A High-Quality Multilingual Dataset for Structured Documentation Translation
2020/06/24 by Kazuma Hashimoto, Raffaella Buschiazzo, Hashimoto, Kazuma +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Learned in Translation: Contextualized Word Vectors
2017/08/01 by Bryan McCann, McCann, Bryan, James Bradbury +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling