Aravind Srinivas
Google (United States)(US)Berkeley College(US)Brain (Germany)(DE)University of California, Berkeley(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Data-Efficient Image Recognition with Contrastive Predictive Coding(2019)936 cited
- → Decision Transformer: Reinforcement Learning via Sequence Modeling(2021)464 cited
- → CURL: Contrastive Unsupervised Representations for Reinforcement\n Learning(2020)394 cited
- → Reinforcement Learning with Augmented Data(2020)246 cited
- → Revisiting ResNets: Improved Training and Scaling Strategies(2021)209 cited
- → Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design(2019)188 cited
- → VideoGPT: Video Generation using VQ-VAE and Transformers(2021)144 cited