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Koray Kavukcuoglu

  1. Playing Atari with Deep Reinforcement Learning
    2013/12/19 by Volodymyr Mnih, Mnih, Volodymyr, Koray Kavukcuoglu +11 · 5 voices · 322 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.LG
  2. Asynchronous Methods for Deep Reinforcement Learning
    2016/02/04 by Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza +5 · 4 voices · 156 citations
    #cs.LG
  3. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1345 citations
    #cs.CL #cs.AI
  4. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 529 citations
    Computer Science · #Semantic Web and Ontologies
  5. Reinforcement Learning with Unsupervised Auxiliary Tasks
    2016/11/16 by Max Jaderberg, Volodymyr Mnih, Jaderberg, Max +12 · 3 voices · 63 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
  6. Progressive Neural Networks
    2016/06/15 by Andrei A. Rusu, Neil C. Rabinowitz, Rusu, Andrei A. +13 · 3 voices · 85 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics #cs.LG
  7. Highly accurate protein structure prediction with AlphaFold
    2021/07/15 by John Jumper, Richard Evans, Alexander Pritzel +31 · 1135 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Enzyme Structure and Function #Machine Learning in Bioinformatics #Protein Structure and Dynamics
  8. Understanding Synthetic Gradients and Decoupled Neural Interfaces
    2017/03/01 by Wojciech Marian Czarnecki, Czarnecki, Wojciech Marian, Grzegorz Świrszcz +9 · 4 voices · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #cs.LG #cs.NE
  9. FeUdal Networks for Hierarchical Reinforcement Learning
    2017/03/03 by Alexander Sasha Vezhnevets, Simon Osindero, Vezhnevets, Alexander Sasha +11 · 2 voices · 48 citations
    Computer Science · #cs.AI
  10. Bootstrap your own latent: A new approach to self-supervised Learning
    2020/06/13 by Jean-Bastien Grill, Florian Strub, Grill, Jean-Bastien +25 · 288 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  11. Decoupled Neural Interfaces using Synthetic Gradients
    2016/08/18 by Max Jaderberg, Jaderberg, Max, Wojciech Marian Czarnecki +11 · 2 voices · 19 citations
    Computer Science · Engineering · #cs.LG
  12. Spatial Transformer Networks
    2015/06/05 by Max Jaderberg, Jaderberg, Max, Karen Simonyan +5 · 1 voice · 43 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  13. Towards Autonomous Mathematics Research
    2026/02/10 by Tony Feng, Trieu H. Trinh, Garrett Bingham +25 · 19 voices · 1 citation
    #cs.LG #cs.AI #cs.CL #cs.CY
  14. Hierarchical Representations for Efficient Architecture Search
    2017/11/01 by Hanxiao Liu, Karen Simonyan, Liu, Hanxiao +7 · 2 voices · 5 citations
    Computer Science · #Evolutionary Algorithms and Applications #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #cs.CV #cs.LG #cs.NE #stat.ML
  15. Gemma 3 Technical Report
    2025/03/25 by Gemma Team, Aishwarya Kamath, Johan Ferret +418 · 3 voices · 460 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  16. WaveNet: A Generative Model for Raw Audio
    2016/09/12 by Aäron van den Oord, Oord, Aaron van den, Sander Dieleman +15 · 132 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
  17. Pixel Recurrent Neural Networks
    2016/01/25 by Aäron van den Oord, Oord, Aaron van den, Nal Kalchbrenner +3 · 127 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques #Advanced Neural Network Applications
  18. Improved protein structure prediction using potentials from deep learning
    2020/01/15 by Andrew Senior, Andrew W. Senior, Richard Evans +18 · 77 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Enzyme Structure and Function #Plant biochemistry and biosynthesis #Protein Structure and Dynamics
  19. Conditional Image Generation with PixelCNN Decoders
    2016/06/16 by Aäron van den Oord, Nal Kalchbrenner, Oord, Aaron van den +9 · 113 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  20. Weight Uncertainty in Neural Networks
    2015/05/20 by Charles Blundell, Julien Cornebise, Blundell, Charles +5 · 97 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  21. Unsupervised Predictive Memory in a Goal-Directed Agent
    2018/03/28 by Greg Wayne, Chia-Chun Hung, Wayne, Greg +50 · 1 voice · 6 citations
    Computer Science · Neuroscience · #Explainable Artificial Intelligence (XAI) #Neural dynamics and brain function #Reinforcement Learning in Robotics #cs.LG #stat.ML
  22. IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
    2018/02/05 by Lasse Espeholt, Espeholt, Lasse, Hubert Soyer +21 · 100 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  23. Gemma: Open Models Based on Gemini Research and Technology
    2024/03/13 by Thomas Mésnard, Gemma Team, Mesnard, Thomas +203 · 144 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  24. Scaling Language Models: Methods, Analysis & Insights from Training Gopher
    2021/12/08 by Jack W. Rae, Sebastian Borgeaud, Rae, Jack W. +157 · 73 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
    2024/04/11 by Aleksandar Botev, Soham De, Botev, Aleksandar +127 · 1 voice · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. Recurrent Models of Visual Attention
    2014/06/24 by Volodymyr Mnih, Nicolas Heess, Mnih, Volodymyr +5 · 1 voice · 12 citations
    Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
  27. Highly accurate protein structure prediction for the human proteome
    2021/07/22 by Kathryn Tunyasuvunakool, Jonas Adler, Zachary Wu +30 · 67 citations
    Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
  28. Natural Language Processing (almost) from Scratch
    2011/03/02 by Ronan Collobert, Collobert, Ronan, Jason Weston +9 · 2 voices · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  29. Policy Distillation
    2015/11/19 by Andrei A. Rusu, Rusu, Andrei A., Sergio Gómez Colmenarejo +15 · 38 citations
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
  30. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Saab, Khaled, Tao Tu +138 · 3 voices · 26 citations
    Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
  31. Natural Neural Networks
    2015/07/01 by Guillaume Desjardins, Desjardins, Guillaume, Karen Simonyan +5 · 1 voice · 11 citations
    Computer Science · #Neural Networks and Applications #cs.LG #cs.NE #stat.ML
  32. Magnetic control of tokamak plasmas through deep reinforcement learning
    2022/02/16 by Jonas Degrave, F. Felici, Jonas Buchli +28 · 37 citations
    Physics and Astronomy · #Magnetic confinement fusion research
  33. Automated Curriculum Learning for Neural Networks
    2017/04/10 by Alex Graves, Graves, Alex, Marc G. Bellemare +7 · 29 citations
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
  34. Population Based Training of Neural Networks
    2017/11/27 by Max Jaderberg, Jaderberg, Max, Valentin Dalibard +21 · 23 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  35. Improving alignment of dialogue agents via targeted human judgements
    2022/09/28 by Amelia Glaese, Glaese, Amelia, Nat McAleese +65 · 36 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  36. Gemma 4 Technical Report
    2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
    #cs.CL #cs.AI
  37. Learning to Navigate in Complex Environments
    2016/11/11 by Piotr Mirowski, Mirowski, Piotr, Razvan Pascanu +21 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
  38. Доочистка биологически очищенных фенольных сточных вод методом коагуляции с использованием FeCl3·6H2O
    2009/01/01 by John Jumper, Richard Evans, Alexander Pritzel +35 · 13 citations
    Environmental Science · #Environmental and Industrial Safety
  39. Efficient Neural Audio Synthesis
    2018/02/23 by Nal Kalchbrenner, Erich Elsen, Kalchbrenner, Nal +17 · 16 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  40. Exploiting Cyclic Symmetry in Convolutional Neural Networks
    2016/02/08 by Sander Dieleman, Dieleman, Sander, Jeffrey De Fauw +3 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neural and Evolutionary Computing (cs.NE)
  41. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Team, Rohan Anil, Anil, Rohan +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  42. Parallel WaveNet: Fast High-Fidelity Speech Synthesis
    2017/11/28 by Aäron van den Oord, Yazhe Li, Oord, Aaron van den +40 · 6 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  43. Pedestrian Detection with Unsupervised Multi-Stage Feature Learning
    2012/12/01 by Pierre Sermanet, Sermanet, Pierre, Koray Kavukcuoglu +5 · 7 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Gait Recognition and Analysis
  44. Imagen 3
    2024/08/13 by Imagen-Team-Google, Jason Baldridge, : +526 · 1 voice · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
  45. Strategic Attentive Writer for Learning Macro-Actions
    2016/06/15 by Alexander -, Alexander, Volodymyr Mnih +12 · 9 citations
    Computer Science · Psychology · #Artificial Intelligence in Games #Teaching and Learning Programming #Educational Games and Gamification
  46. The StreetLearn Environment and Dataset
    2019/03/04 by Piotr Mirowski, Mirowski, Piotr, Andras Banki-Horvath +19 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
  47. Convolutional Matching Pursuit and Dictionary Training
    2010/10/03 by Arthur Szlam, Szlam, Arthur, Koray Kavukcuoglu +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications