Yazhe Li
- DeepMind Control Suite
2018/01/02 by Yuval Tassa, Tassa, Yuval, Yotam Doron +21 · 2 voices · 195 citations
Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #cs.AI
- Representation Learning with Contrastive Predictive Coding
2018/07/10 by Aäron van den Oord, Yazhe Li, Oord, Aaron van den +3 · 941 citations
Computer Science · #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Domain Adaptation and Few-Shot Learning
- Parallel WaveNet: Fast High-Fidelity Speech Synthesis
2017/11/28 by Aäron van den Oord, Yazhe Li, Oord, Aaron van den +40 · 11 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- Model-Free Episodic Control
2016/06/14 by Charles Blundell, Benigno Uría, Blundell, Charles +15 · 11 citations
Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Memory and Neural Mechanisms #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research
- Self-Supervised Learning with Kernel Dependence Maximization
2021/06/15 by Yazhe Li, Roman Pogodin, Li, Yazhe +5 · 11 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Vector Quantized Models for Planning
2021/06/08 by Sherjil Ozair, Yazhe Li, Ozair, Sherjil +9 · 5 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance
- Practical Kernel Tests of Conditional Independence
2024/02/20 by Roman Pogodin, Antonin Schrab, Pogodin, Roman +7 · 5 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference
- Procedural Generalization by Planning with Self-Supervised World Models
2021/11/02 by Ankesh Anand, Jacob Walker, Anand, Ankesh +13 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- Sequential Learning Of Neural Networks for Prequential MDL
2022/10/14 by Jörg Bornschein, Bornschein, Jorg, Yazhe Li +3 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
- Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods
2022/09/30 by Skanda Koppula, Koppula, Skanda, Yazhe Li +13 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Domain Adaptation and Few-Shot Learning #Cell Image Analysis Techniques #Image Processing Techniques and Applications
- Investigating the role of model-based learning in exploration and transfer
2023/02/08 by Jacob Walker, Walker, Jacob, Eszter Vértes +11 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics