Wilson Yan
Scholar

Wilson Yan

Google Scholar ID: tR2Qw0YAAAAJ
PhD Student, UC Berkeley
reinforcement learningunsupervised learningcomputer vision
Citations & Impact
All-time
Citations
1,671
 
H-index
12
 
i10-index
12
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • Paper: World Model on Million-Length Video and Language With Blockwise RingAttention
  • Paper: Motion-Conditioned Image Animation for Video Editing
  • Paper: Video Prediction Models as Rewards for Reinforcement Learning (NeurIPS 2023)
  • Paper: Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment (NeurIPS 2023)
  • Paper: Temporally Consistent Transformers for Video Generation (ICML 2023)
  • Paper: Patch-based Object-centric Transformers for Efficient Video Generation
  • Paper: VideoGPT: Video Generation using VQ-VAE and Transformers
  • Paper: Learning Predictive Representations for Deformable Objects Using Contrastive Estimation (CoRL 2020)
  • Paper: Natural Image Manipulation for Autoregressive Models using Fisher Scores
  • Paper: Learning to Manipulate Deformable Objects without Demonstrations (RSS 2020)
Education
  • PhD from UC Berkeley, advised by Professor Pieter Abbeel.
Background
  • Senior research scientist at Google DeepMind. Current research focuses on world models for control.
Miscellany
  • Served as an Undergraduate Student Instructor and Head Undergraduate Student Instructor for CS 188: Introduction to Artificial Intelligence, and as an Undergraduate Student Instructor for CS 294-158: Deep Unsupervised Learning.
Co-authors
0 total
Co-authors: 0 (list not available)