Paper
Publication
Deep Audio-Visual Speech Recognition
Paper
Publication
Representation Learning with Contrastive Predictive Coding
Paper
Publication
The challenge of realistic music generation: modelling raw audio at scale
Paper
Publication
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures
Paper
Publication
A Probabilistic U-Net for Segmentation of Ambiguous Images
Paper
Publication
Playing hard exploration games by watching YouTube
Paper
Publication
Implicit Reparameterization Gradients
Paper
Publication
Neural Discrete Representation Learning
Paper
Publication
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Paper
Publication
Variational Memory Addressing in Generative Models
Paper
Publication
A multi-agent reinforcement learning model of common-pool resource appropriation
Paper
Publication
Imagination-Augmented Agents for Deep Reinforcement Learning
Paper
Publication
Robust Imitation of Diverse Behaviors
Paper
Publication
Distral: Robust Multitask Reinforcement Learning
Paper
Publication
Sobolev Training for Neural Networks
Paper
Publication
Deep reinforcement learning from human preferences
Paper
Publication
Visual Interaction Networks
Paper
Publication
A simple neural network module for relational reasoning
Paper
Publication
Filtering Variational Objectives
Paper
Publication
Natural Value Approximators: Learning when to Trust Past Estimates
Paper
Publication
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Paper
Publication
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
Paper
Publication
Unsupervised Learning of 3D Structure from Images
Paper
Publication
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
Paper
Publication
Strategic Attentive Writer for Learning Macro-Actions