Koray Kavukcuoglu

Computer Science · Physical Sciences

74h-index158.9kcitations107works104.62yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Reinforcement Learning in Robotics(18), Advanced Image and Video Retrieval Techniques(16), Domain Adaptation and Few-Shot Learning(14), Topic Modeling(13), Natural Language Processing Techniques(13)

Publications102 total

Capabilities of Gemini Models in Medicine
arXiv (Cornell University)·2024· 88 citedOpen Access
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
arXiv (Cornell University)·2024· 4 citedOpen Access
Gemma: Open Models Based on Gemini Research and Technology
arXiv (Cornell University)·2024· 217 citedOpen Access
Competition-level code generation with AlphaCode
Science·2022· 30 citedOpen Access
Improving alignment of dialogue agents via targeted human judgements
arXiv (Cornell University)·2022· 130 citedOpen Access
Magnetic control of tokamak plasmas through deep reinforcement learning
Nature·2022· 654 citedOpen Access
Unified Scaling Laws for Routed Language Models
arXiv (Cornell University)·2022· 23 citedOpen Access
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
arXiv (Cornell University)·2021· 242 citedOpen Access
Applying and improving <scp>AlphaFold</scp> at <scp>CASP14</scp>
Proteins Structure Function and Bioinformatics·2021· 404 citedOpen Access
Author response for "Applying and improving AlphaFold at CASP14"
2021· 1 citedOpen Access
Highly accurate protein structure prediction for the human proteome
Nature·2021· 3.1k citedOpen Access
Highly accurate protein structure prediction with AlphaFold
Nature·2021· 42.1k citedOpen Access
Bootstrap your own latent: A new approach to self-supervised Learning
arXiv (Cornell University)·2020· 3.4k citedOpen Access
Improved protein structure prediction using potentials from deep learning
Nature·2020· 3.4k cited
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Nature·2019· 3.3k cited
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)
Proteins Structure Function and Bioinformatics·2019· 359 citedOpen Access
Human-level performance in 3D multiplayer games with population-based reinforcement learning
Science·2019· 666 citedOpen Access
The StreetLearn Environment and Dataset
arXiv (Cornell University)·2019· 49 citedOpen Access
Neural scene representation and rendering
Science·2018· 532 cited
Vector-based navigation using grid-like representations in artificial agents
Nature·2018· 712 cited
page 1 of 6Next →

Frequent Co-authors

Demis Hassabis(15), David Silver(13), Oriol Vinyals(13), Alex Graves(11), Aäron van den Oord(11), Nal Kalchbrenner(10), Stig Petersen(8), Volodymyr Mnih(8), Karen Simonyan(8), Andrew Senior(7), Tim Green(6), Pushmeet Kohli(6), Daan Wierstra(6), John Jumper(5), K Taki(5), Augustin Žídek(5), Alex Bridgland(5), Laurent Sifre(5), Sander Dieleman(5), Timothy Lillicrap(5)