Yazhe Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 31

Top Topics

Invariant Representation

Class Imbalance

Top Venues

Publications

Yazhe Li, Jörg Bornschein, Ting Chen
Denoising Autoregressive Representation Learning. CoRR (2024)
Roman Pogodin, Antonin Schrab, Yazhe Li, Danica J. Sutherland, Arthur Gretton
Practical Kernel Tests of Conditional Independence. CoRR (2024)
Jörg Bornschein, Yazhe Li, Amal Rannen-Triki
Transformers for Supervised Online Continual Learning. CoRR (2024)
Yazhe Li, Jörg Bornschein, Marcus Hutter
Evaluating Representations with Readout Model Switching. CoRR (2023)
Yazhe Li, Jörg Bornschein, Marcus Hutter
Evaluating Representations with Readout Model Switching. ICLR (2023)
Jörg Bornschein, Yazhe Li, Marcus Hutter
Sequential Learning of Neural Networks for Prequential MDL. ICLR (2023)
Jacob C. Walker, Eszter Vértes, Yazhe Li, Gabriel Dulac-Arnold, Ankesh Anand, Théophane Weber, Jessica B. Hamrick
Investigating the role of model-based learning in exploration and transfer. CoRR (2023)
Roman Pogodin, Namrata Deka, Yazhe Li, Danica J. Sutherland, Victor Veitch, Arthur Gretton
Efficient Conditionally Invariant Representation Learning. ICLR (2023)
Jacob C. Walker, Eszter Vértes, Yazhe Li, Gabriel Dulac-Arnold, Ankesh Anand, Theophane Weber, Jessica B. Hamrick
Investigating the Role of Model-Based Learning in Exploration and Transfer. ICML (2023)
Roman Pogodin, Namrata Deka, Yazhe Li, Danica J. Sutherland, Victor Veitch, Arthur Gretton
Efficient Conditionally Invariant Representation Learning. CoRR (2022)
Skanda Koppula, Yazhe Li, Evan Shelhamer, Andrew Jaegle, Nikhil Parthasarathy, Relja Arandjelovic, João Carreira, Olivier J. Hénaff
Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods. CoRR (2022)
Jörg Bornschein, Yazhe Li, Marcus Hutter
Sequential Learning Of Neural Networks for Prequential MDL. CoRR (2022)
Han Qiao, Jingyu Zhang, Liang Zhang, Yazhe Li, Shayne Loft
Exploring the Peak-End Effects in Air Traffic Controllers' Mental Workload Ratings. Hum. Factors 64 (8) (2022)
Yazhe Li, Niall M. Adams, Tony Bellotti
A Relabeling Approach to Handling the Class Imbalance Problem for Logistic Regression. J. Comput. Graph. Stat. 31 (1) (2022)
Ankesh Anand, Jacob C. Walker, Yazhe Li, Eszter Vértes, Julian Schrittwieser, Sherjil Ozair, Theophane Weber, Jessica B. Hamrick
Procedural generalization by planning with self-supervised world models. ICLR (2022)
Nengxiong Xu, Gang Mei, Jiayu Qin, Yazhe Li, Liangliang Xu
GeoMFree3D: A package of meshfree local Radial Point Interpolation Method (RPIM) for geomechanics. Comput. Math. Appl. 81 (2021)
Yazhe Li, Roman Pogodin, Danica J. Sutherland, Arthur Gretton
Self-Supervised Learning with Kernel Dependence Maximization. NeurIPS (2021)
Ankesh Anand, Jacob Walker, Yazhe Li, Eszter Vértes, Julian Schrittwieser, Sherjil Ozair, Théophane Weber, Jessica B. Hamrick
Procedural Generalization by Planning with Self-Supervised World Models. CoRR (2021)
Yazhe Li, Roman Pogodin, Danica J. Sutherland, Arthur Gretton
Self-Supervised Learning with Kernel Dependence Maximization. CoRR (2021)
Sherjil Ozair, Yazhe Li, Ali Razavi, Ioannis Antonoglou, Aäron van den Oord, Oriol Vinyals
Vector Quantized Models for Planning. CoRR (2021)
Sherjil Ozair, Yazhe Li, Ali Razavi, Ioannis Antonoglou, Aäron van den Oord, Oriol Vinyals
Vector Quantized Models for Planning. ICML (2021)
Cristina Gârbacea, Aäron van den Oord, Yazhe Li, Felicia S. C. Lim, Alejandro Luebs, Oriol Vinyals, Thomas C. Walters
Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder. ICASSP (2019)
Cristina Gârbacea, Aäron van den Oord, Yazhe Li, Felicia S. C. Lim, Alejandro Luebs, Oriol Vinyals, Thomas C. Walters
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder. CoRR (2019)
Aäron van den Oord, Yazhe Li, Oriol Vinyals
Representation Learning with Contrastive Predictive Coding. CoRR (2018)
Yuval Tassa, Yotam Doron, Alistair Muldal, Tom Erez, Yazhe Li, Diego de Las Casas, David Budden, Abbas Abdolmaleki, Josh Merel, Andrew Lefrancq, Timothy P. Lillicrap, Martin A. Riedmiller
DeepMind Control Suite. CoRR (2018)
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. ICML (2018)
Gang Mei, Nengxiong Xu, Liangliang Xu, Yazhe Li
GeoMFree3D: An Under-Development Meshfree Software Package for Geomechanics. CoRR (2018)
Yazhe Li, Xiaotian E, Han Qiao, Xiangying Zou, Chunhui Lv, Lin Xiong, Xianghong Sun, Jingyu Zhang
Inter-sector Backup Behaviors in Parallel Approach ATC: The Effect of Job Satisfaction. HCI (6) (2018)
Yazhe Li, Kai Zhou, Zhen Zhang
Phase difference method based position detection system for linear motion orientation. IEEE SENSORS (2017)
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
Parallel WaveNet: Fast High-Fidelity Speech Synthesis. CoRR (2017)
Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li, Avraham Ruderman, Joel Z. Leibo, Jack W. Rae, Daan Wierstra, Demis Hassabis
Model-Free Episodic Control. CoRR (2016)
Chun Yang, Kaihuai Qin, Yazhe Li
Real-time ultrasonic imaging for multi-layered objects with synthetic aperture focusing technique. I2MTC (2014)