KK
Koray Kavukcuoglu
cs.LGcs.AIcs.CVcs.CLcs.NEstat.MLNeural Networks, ComputerProtein ConformationMachine LearningModels, Molecular
On Valency
published · living versionsW_byxee644·v1 · currentpublished
Video Pixel Networks
with Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka +2
1 version
W_6fzke3rw·v1published
W_dq4s63wz·v1published
W_k98pvudy·v1published
W_2wg6hmz9·v1published
W_849y4y56·v1published
Preprints & journals
70 papers in the corpus · 2010–2026Gemma 4 Technical Report2607.02770v2 · Gemma Team: Sherif El Abd, Vaibhav Aggarwal, Robin Algayres et al.2026 · 8 citationsarXiv
Towards Autonomous Mathematics Research2602.10177v3 · Tony Feng, Trieu H. Trinh, Garrett Bingham et al.2026 · 3 citationsarXiv
Gemma 3 Technical Report2503.19786v1 · Gemma Team: Aishwarya Kamath, Johan Ferret, Shreya Pathak et al.2025 · 72 citationsarXiv
Imagen 32408.07009v3 · Imagen-Team-Google: Jason Baldridge, Jakob Bauer, Mukul Bhutani et al.2024 · 4 citationsarXiv
Gemma 2: Improving Open Language Models at a Practical Size2408.00118v3 · Gemma Team: Morgane Riviere, Shreya Pathak, Pier Giuseppe Sessa et al.2024 · 149 citationsarXiv
Capabilities of Gemini Models in Medicine2404.18416v2 · Khaled Saab, Tao Tu, Wei-Hung Weng et al.2024 · 117 citationsarXiv
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models2404.07839v2 · Aleksandar Botev, Soham De, Samuel L Smith et al.2024 · 5 citationsarXiv
Gemma: Open Models Based on Gemini Research and Technology2403.08295v4 · Gemma Team: Thomas Mesnard, Cassidy Hardin, Robert Dadashi et al.2024 · 283 citationsarXiv
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context2403.05530v5 · Gemini Team Google: Petko Georgiev, Ving Ian Lei, Ryan Burnell et al.2024 · 302 citationsarXiv
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
Competition-level code generation with AlphaCode.36480631 · Li, Yujia, Choi, David, Chung, Junyoung et al.2022 · 1,041 citationsScience (New York, N.Y.). 2022;378(6624):1092-1097
Improving alignment of dialogue agents via targeted human judgements2209.14375v1 · Amelia Glaese, Nat McAleese, Maja Trebacz et al.2022 · 134 citationsarXiv
Unified Scaling Laws for Routed Language Models2202.01169v2 · Aidan Clark, Diego de las Casas, Aurelia Guy et al.2022 · 40 citationsarXiv
Magnetic control of tokamak plasmas through deep reinforcement learning.35173339 · Degrave, Jonas, Felici, Federico, Buchli, Jonas et al.2022 · 749 citationsNature. 2022;602(7897):414-419
Scaling Language Models: Methods, Analysis & Insights from Training Gopher2112.11446v2 · Jack W. Rae, Sebastian Borgeaud, Trevor Cai et al.2021 · 234 citationsarXiv
Applying and improving AlphaFold at CASP14.34599769 · Jumper, John, Evans, Richard, Pritzel, Alexander et al.2022 · 397 citationsProteins. 2021;89(12):1711-1721
Highly accurate protein structure prediction for the human proteome.34293799 · Tunyasuvunakool, Kathryn, Adler, Jonas, Wu, Zachary et al.2022 · 3,013 citationsNature. 2021;596(7873):590-596
Highly accurate protein structure prediction with AlphaFold.34265844 · Jumper, John, Evans, Richard, Pritzel, Alexander et al.2022 · 43,443 citationsNature. 2021;596(7873):583-589
Bootstrap your own latent: A new approach to self-supervised Learning2006.07733v3 · Jean-Bastien Grill, Florian Strub, Florent Altch'e et al.2020 · 3,845 citationsarXiv
Improved protein structure prediction using potentials from deep learning.31942072 · Senior, Andrew W, Evans, Richard, Jumper, John et al.2020 · 3,379 citationsNature. 2020;577(7792):706-710
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13).31602685 · Senior, Andrew W, Evans, Richard, Jumper, John et al.2020 · 347 citationsProteins. 2019;87(12):1141-1148
Grandmaster level in StarCraft II using multi-agent reinforcement learning.31666705 · Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M et al.2020 · 3,448 citationsNature. 2019;575(7782):350-354
Human-level performance in 3D multiplayer games with population-based reinforcement learning.31147514 · Jaderberg, Max, Czarnecki, Wojciech M, Dunning, Iain et al.2019 · 674 citationsScience (New York, N.Y.). 2019;364(6443):859-865
The StreetLearn Environment and Dataset1903.01292v1 · Piotr Mirowski, Andras Banki-Horvath, Keith Anderson et al.2019 · 52 citationsarXiv
Neural scene representation and rendering.29903970 · Eslami, S M Ali, Jimenez Rezende, Danilo, Besse, Frederic et al.2018 · 497 citationsScience (New York, N.Y.). 2018;360(6394):1204-1210
Vector-based navigation using grid-like representations in artificial agents.29743670 · Banino, Andrea, Barry, Caswell, Uria, Benigno et al.2018 · 683 citationsNature. 2018;557(7705):429-433
Learning to Navigate in Cities Without a Map1804.00168v3 · Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski et al.2018 · 248 citationsNeural Information Processing Systems 2018
Unsupervised Predictive Memory in a Goal-Directed Agent1803.10760v1 · Greg Wayne, Chia-Chun Hung, David Amos et al.2018 · 138 citationsarXiv
Efficient Neural Audio Synthesis1802.08435v2 · Nal Kalchbrenner, Erich Elsen, Karen Simonyan et al.2018 · 526 citationsarXiv
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures1802.01561v3 · Lasse Espeholt, Hubert Soyer, Remi Munos et al.2018 · 849 citationsarXiv
Parallel WaveNet: Fast High-Fidelity Speech Synthesis1711.10433v1 · Aaron van den Oord, Yazhe Li, Igor Babuschkin et al.2017 · 518 citationsarXiv
Population Based Training of Neural Networks1711.09846v2 · Max Jaderberg, Valentin Dalibard, Simon Osindero et al.2017 · 284 citationsarXiv
Neural Discrete Representation Learning1711.00937v2 · Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu2017 · 2,728 citationsarXiv
Hierarchical Representations for Efficient Architecture Search1711.00436v2 · Hanxiao Liu, Karen Simonyan, Oriol Vinyals et al.2017 · 781 citationsarXiv
Automated Curriculum Learning for Neural Networks1704.03003v1 · Alex Graves, Marc G. Bellemare, Jacob Menick et al.2017 · 237 citationsarXiv
FeUdal Networks for Hierarchical Reinforcement Learning1703.01161v2 · Alexander Sasha Vezhnevets, Simon Osindero, Tom Schaul et al.2017 · 608 citationsarXiv
Understanding Synthetic Gradients and Decoupled Neural Interfaces1703.00522v1 · Wojciech Marian Czarnecki, Grzegorz 'Swirszcz, Max Jaderberg et al.2017 · 44 citationsarXiv
Interaction Networks for Learning about Objects, Relations and Physics1612.00222v1 · Peter W. Battaglia, Razvan Pascanu, Matthew Lai et al.2016 · 927 citationsarXiv
Reinforcement Learning with Unsupervised Auxiliary Tasks1611.05397v1 · Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki et al.2016 · 824 citationsarXiv
Learning to Navigate in Complex Environments1611.03673v3 · Piotr Mirowski, Razvan Pascanu, Fabio Viola et al.2016 · 567 citationsarXiv
Combining policy gradient and Q-learning1611.01626v3 · Brendan O'Donoghue, Remi Munos, Koray Kavukcuoglu et al.2016 · 120 citationsarXiv
Sample Efficient Actor-Critic with Experience Replay1611.01224v2 · Ziyu Wang, Victor Bapst, Nicolas Heess et al.2016 · 494 citationsarXiv
Neural Machine Translation in Linear Time1610.10099v2 · Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan et al.2016 · 414 citationsarXiv
Hybrid computing using a neural network with dynamic external memory.27732574 · Graves, Alex, Wayne, Greg, Reynolds, Malcolm et al.2017 · 1,410 citationsNature. 2016;538(7626):471-476
Video Pixel Networks1610.00527v1 · Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan et al.2016 · 171 citationsarXiv
WaveNet: A Generative Model for Raw Audio1609.03499v2 · Aaron van den Oord, Sander Dieleman, Heiga Zen et al.2016 · 4,911 citationsarXiv
Decoupled Neural Interfaces using Synthetic Gradients1608.05343v2 · Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero et al.2016 · 152 citationsarXiv
Conditional Image Generation with PixelCNN Decoders1606.05328v2 · Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals et al.2016 · 1,833 citationsarXiv
Progressive Neural Networks1606.04671v4 · Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins et al.2016 · 1,307 citationsarXiv
Strategic Attentive Writer for Learning Macro-Actions1606.04695v1 · Alexander (Sasha) Vezhnevets, Volodymyr Mnih, John Agapiou et al.2016 · 99 citationsarXiv
Career total: 114 works. 70 are in this corpus.Showing the 50 most recent.
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