List of works - Koray Kavukcuoglu

Attend, Infer, Repeat: Fast Scene Understanding with Generative Models ⬇️

scientific article published in January 2016

Bootstrap your own latent: A new approach to self-supervised Learning ⬇️

scientific article published on 10 September 2020

Competition-level code generation with AlphaCode

scientific article published on 9 December 2022

Conditional Image Generation with PixelCNN Decoders ⬇️

scientific article published in January 2016

Grandmaster level in StarCraft II using multi-agent reinforcement learning

scientific article published on 30 October 2019

Hierarchical Representations for Efficient Architecture Search ⬇️

scientific article published on November 2017

Highly accurate protein structure prediction for the human proteome

Highly accurate protein structure prediction with AlphaFold

scientific article

Human-level control through deep reinforcement learning

scientific article

Human-level performance in 3D multiplayer games with population-based reinforcement learning

scientific article published on 01 May 2019

Hybrid computing using a neural network with dynamic external memory

scientific article (publication date: 12 October 2016)

Improved protein structure prediction using potentials from deep learning

scientific article published on 15 January 2020

Interaction Networks for Learning about Objects, Relations and Physics ⬇️

scientific article published in January 2016

Learning Convolutional Feature Hierarchies for Visual Recognition ⬇️

Learning the Dependency Structure of Latent Factors ⬇️

scientific article published in January 2012

Learning to Navigate in Cities Without a Map ⬇️

article by Piotr Mirowski et al published 2018 in Advances in Neural Information Processing Systems 31

Learning word embeddings efficiently with noise-contrastive estimation ⬇️

Magnetic control of tokamak plasmas through deep reinforcement learning

scientific article

Mastering the game of Go with deep neural networks and tree search

scientific article (publication date: 27 January 2016)

Matching Networks for One Shot Learning ⬇️

scientific article published in January 2016

Multiple Object Recognition with Visual Attention

scholarly article

Natural Language Processing (almost) from Scratch ⬇️

Collobert et al. 2011

Neural Discrete Representation Learning ⬇️

scientific article published in January 2017

Neural Machine Translation in Linear Time ⬇️

scientific article published on 15 March 2017

Neural scene representation and rendering

scientific article published on 14 June 2018

Playing Atari with Deep Reinforcement Learning ⬇️

scientific article

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

scientific article published on 01 December 2019

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

Strategic Attentive Writer for Learning Macro-Actions ⬇️

scientific article published in January 2016

Vector-based navigation using grid-like representations in artificial agents

scientific article published on 9 May 2018

WaveNet: A Generative Model for Raw Audio

academic journal article

List of works by Koray Kavukcuoglu

Attend, Infer, Repeat: Fast Scene Understanding with Generative Models ⬇️

Bootstrap your own latent: A new approach to self-supervised Learning ⬇️

Competition-level code generation with AlphaCode

Conditional Image Generation with PixelCNN Decoders ⬇️

Grandmaster level in StarCraft II using multi-agent reinforcement learning

Hierarchical Representations for Efficient Architecture Search ⬇️

Highly accurate protein structure prediction for the human proteome

Highly accurate protein structure prediction with AlphaFold

Human-level control through deep reinforcement learning

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Hybrid computing using a neural network with dynamic external memory

Improved protein structure prediction using potentials from deep learning

Interaction Networks for Learning about Objects, Relations and Physics ⬇️

Learning Convolutional Feature Hierarchies for Visual Recognition ⬇️

Learning the Dependency Structure of Latent Factors ⬇️

Learning to Navigate in Cities Without a Map ⬇️

Learning word embeddings efficiently with noise-contrastive estimation ⬇️

Magnetic control of tokamak plasmas through deep reinforcement learning

Mastering the game of Go with deep neural networks and tree search

Matching Networks for One Shot Learning ⬇️

Multiple Object Recognition with Visual Attention

Natural Language Processing (almost) from Scratch ⬇️

Neural Discrete Representation Learning ⬇️

Neural Machine Translation in Linear Time ⬇️

Neural scene representation and rendering

Playing Atari with Deep Reinforcement Learning ⬇️

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

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

Strategic Attentive Writer for Learning Macro-Actions ⬇️

Vector-based navigation using grid-like representations in artificial agents

WaveNet: A Generative Model for Raw Audio