Sotabase

Career

· Senior Research Scientist, Google DeepMind2024–
· PhD in Computer Science, UC Berkeley2020–2024

Publications (16)

VideoGPT: Video Generation using VQ-VAE and Transformers
arXiv.org · 2021
654
cited
Learning to Manipulate Deformable Objects without Demonstrations
Robotics: Science and Systems · 2019
218
cited
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation
Conference on Robot Learning · 2020
202
cited
World Model on Million-Length Video And Language With Blockwise RingAttention
International Conference on Learning Representations · 2024
148
cited
Video Prediction Models as Rewards for Reinforcement Learning
Neural Information Processing Systems · 2023
89
cited
Temporally Consistent Transformers for Video Generation
International Conference on Machine Learning · 2022
42
cited
Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment
Neural Information Processing Systems · 2023
34
cited
Quantifying Uncertainty in Foundation Models via Ensembles
2022
25
cited
ElasticTok: Adaptive Tokenization for Image and Video
International Conference on Learning Representations · 2024
23
cited
Motion-Conditioned Image Animation for Video Editing
arXiv.org · 2023
20
cited
Tokenized and continuous embedding compressions of protein sequence and structure
bioRxiv · 2024
13
cited
Controllable All-Atom Protein Generation with Latent Diffusion
bioRxiv · 2026
8
cited
Temporally Consistent Video Transformer for Long-Term Video Prediction
arXiv.org · 2022
7
cited
ALP: Action-Aware Embodied Learning for Perception
arXiv.org · 2023
6
cited
Patch-based Object-centric Transformers for Efficient Video Generation
arXiv.org · 2022
6
cited
Natural Image Manipulation for Autoregressive Models Using Fisher Scores
arXiv.org · 2019
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Wilson Yan | Researcher Profile | Sotabase | Sotabase