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List of works by Danilo Jimenez Rezende

A Probabilistic U-Net for Segmentation of Ambiguous Images

Building machines that learn and think for themselves

scientific article published in January 2017

DRAW: A Recurrent Neural Network For Image Generation

scholarly article published 20 May 2015

Equivariant Flow-Based Sampling for Lattice Gauge Theory

scientific article published on 01 September 2020

Imagination-Augmented Agents for Deep Reinforcement Learning

scientific article published in January 2017

Interaction Networks for Learning about Objects, Relations and Physics

scientific article published in January 2016

Neural scene representation and rendering

scientific article published on 14 June 2018

One-Shot Generalization in Deep Generative Models

scholarly article published 25 May 2016

Semi-supervised learning with deep generative models

scholarly article

Shaping Belief States with Generative Environment Models for RL

Stochastic variational learning in recurrent spiking networks

scientific article published on 04 April 2014

Targeted free energy estimation via learned mappings

scientific article published on 01 October 2020

Towards Conceptual Compression

scientific article published in January 2016

Unsupervised Learning of 3D Structure from Images

scientific article published in January 2016

Variational Information Bottleneck for Semi-Supervised Classification

scientific article published on 27 August 2020

Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning

scholarly article by Shakir Mohamed & Danilo Jimenez Rezende published 2015 in Advances in Neural Information Processing Systems 28

Variational Learning for Recurrent Spiking Networks

scientific article published in January 2011

Variational Memory Addressing in Generative Models

scientific article published in January 2017