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List of works by Oriol Vinyals

An Online Sequence-to-Sequence Model Using Partial Conditioning

scientific article published in January 2016

Classification Accuracy Score for Conditional Generative Models

Conditional Image Generation with PixelCNN Decoders

scientific article published in January 2016

Deep Audio-visual Speech Recognition

scientific article published on 21 December 2018

Exploring the Limits of Language Modeling

Jozefowicz et al. 2016

Flamingo: a Visual Language Model for Few-Shot Learning

scientific article published on 28 April 2022

Generating Diverse High-Fidelity Images with VQ-VAE-2

scientific article published in January 2019

Generating Sentences from a Continuous Space

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

scientific article (publication date: 8 October 2016)

Grammar as a Foreign Language

Grandmaster level in StarCraft II using multi-agent reinforcement learning

scientific article published on 30 October 2019

Guest Editorial: Non-Euclidean Machine Learning

scientific article published in 2022

Hierarchical Representations for Efficient Architecture Search

scientific article published on November 2017

Highly accurate protein structure prediction with AlphaFold

scientific article

Imagination-Augmented Agents for Deep Reinforcement Learning

scientific article published in January 2017

Learning with Recursive Perceptual Representations

scientific article published in January 2012

Matching Networks for One Shot Learning

scientific article published in January 2016

Neural Discrete Representation Learning

scientific article published in January 2017

Neural scene representation and rendering

scientific article published on 14 June 2018

Perceiver: General Perception with Iterative Attention

scientific article published on 4 March 2021

Pointer Graph Networks

scientific article published in November 2020

Pointer Networks

scientific article

Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error.

scientific article published on 19 September 2017

Relational inductive biases, deep learning, and graph networks

article

Relational recurrent neural networks

scholarly article by Adam Santoro et al published 2018 in Advances in Neural Information Processing Systems 31

Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

scholarly article by Samy Bengio et al published 2015 in Advances in Neural Information Processing Systems 28

Sequence to Sequence Learning with Neural Networks

scientific article

Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge

scientific article published on 07 July 2016

Show and tell: A neural image caption generator

Strategic Attentive Writer for Learning Macro-Actions

scientific article published in January 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

scientific article (publication date: 16 March 2016)

Understanding deep learning (still) requires rethinking generalization

scientific article published in March 2021

WaveNet: A Generative Model for Raw Audio

academic journal article