Nicholas Watters
- MONet: Unsupervised Scene Decomposition and Representation
2019/01/22 by Christopher P. Burgess, Burgess, Christopher P., Loic Matthey +11 · 1 voice · 18 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
- Visual Interaction Networks
2017/06/05 by Nicholas Watters, Watters, Nicholas, Andrea Tacchetti +9 · 12 citations
Computer Science · #Data Visualization and Analytics #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
- Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs
2019/01/21 by Nicholas Watters, Watters, Nicholas, Löıc Matthey +5 · 7 citations
Computer Science · #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
- COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration
2019/05/22 by Nicholas Watters, Löıc Matthey, Watters, Nicholas +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
- Unsupervised Model Selection for Variational Disentangled Representation Learning
2019/05/29 by Sunny Duan, Duan, Sunny, Löıc Matthey +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis