Jacob Walker
- Scaling 4D Representations
2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 12 citations
#cs.CV #cs.AI #cs.LG
- Video as the New Language for Real-World Decision Making
2024/02/27 by Sherry Yang, Jacob Walker, Yang, Sherry +13 · 14 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology
- Representation Learning via Invariant Causal Mechanisms
2020/10/15 by Jovana Mitrovic, Mitrovic, Jovana, Brian McWilliams +7 · 8 citations
Computer Science · #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 ELM #Multimodal Machine Learning Applications
- Transframer: Arbitrary Frame Prediction with Generative Models
2022/03/17 by Charlie Nash, João Carreira, Nash, Charlie +11 · 3 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis
- 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
- Predicting Video with VQVAE
2021/03/02 by Jacob Walker, Walker, Jacob, Ali Razavi +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.2.6 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization