Koray Kavukcuoglu's AcademicInfluence.com Rankings Koray Kavukcuoglu's Degrees Similar Degrees You Can Earn (See a Problem?) Koray Kavukcuoglu's Published Works
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Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
1980 1990 2000 2010 2020 0 5000 10000 15000 20000 25000 30000 35000 40000 45000 Published Works Human-level control through deep reinforcement learning (2015) Mastering the game of Go with deep neural networks and tree search (2016) Highly accurate protein structure prediction with AlphaFold (2021) Playing Atari with Deep Reinforcement Learning (2013) (8672)Natural Language Processing (Almost) from Scratch (2011) Asynchronous Methods for Deep Reinforcement Learning (2016) (6519)WaveNet: A Generative Model for Raw Audio (2016) (5665)Spatial Transformer Networks (2015) (5655)Matching Networks for One Shot Learning (2016) (5050)Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning (2020) (3100)Recurrent Models of Visual Attention (2014) (2937)What is the best multi-stage architecture for object recognition? (2009) Grandmaster level in StarCraft II using multi-agent reinforcement learning (2019) Pixel Recurrent Neural Networks (2016) (2021)Conditional Image Generation with PixelCNN Decoders (2016) (1908)Neural Discrete Representation Learning (2017) (1856)Convolutional networks and applications in vision (2010) Improved protein structure prediction using potentials from deep learning (2020) Weight Uncertainty in Neural Networks (2015) (1542)Torch7: A Matlab-like Environment for Machine Learning (2011) (1541)Hybrid computing using a neural network with dynamic external memory (2016) IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures (2018) (1137)Weight Uncertainty in Neural Network (2015) (1131)Interaction Networks for Learning about Objects, Relations and Physics (2016) (1097)Progressive Neural Networks (2016) (1064)Reinforcement Learning with Unsupervised Auxiliary Tasks (2016) (1035)Highly accurate protein structure prediction for the human proteome (2021) Multiple Object Recognition with Visual Attention (2014) (929)Pedestrian Detection with Unsupervised Multi-stage Feature Learning (2012) Hierarchical Representations for Efficient Architecture Search (2017) (797)Learning to Navigate in Complex Environments (2016) (734)Parallel WaveNet: Fast High-Fidelity Speech Synthesis (2017) (712)FeUdal Networks for Hierarchical Reinforcement Learning (2017) (686)Efficient Neural Audio Synthesis (2018) (682)Sample Efficient Actor-Critic with Experience Replay (2016) (645)Learning Convolutional Feature Hierarchies for Visual Recognition (2010) (581)Learning word embeddings efficiently with noise-contrastive estimation (2013) (581)Population Based Training of Neural Networks (2017) (530)Neural scene representation and rendering (2018) Neural Machine Translation in Linear Time (2016) (497)Human-level performance in 3D multiplayer games with population-based reinforcement learning (2018) Policy Distillation (2015) (483)Attend, Infer, Repeat: Fast Scene Understanding with Generative Models (2016) (456)Vector-based navigation using grid-like representations in artificial agents (2018) Massively Parallel Methods for Deep Reinforcement Learning (2015) (437)Automated Curriculum Learning for Neural Networks (2017) (396)Scaling Language Models: Methods, Analysis & Insights from Training Gopher (2021) (382)Learning invariant features through topographic filter maps (2009) Video Pixel Networks (2016) (349)Exploiting Cyclic Symmetry in Convolutional Neural Networks (2016) (327)Decoupled Neural Interfaces using Synthetic Gradients (2016) (284)Learning long‐range vision for autonomous off‐road driving (2009) Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition (2010) (252)Learning to Navigate in Cities Without a Map (2018) (249)Magnetic control of tokamak plasmas through deep reinforcement learning (2022) Competition-level code generation with AlphaCode (2022) Unsupervised Predictive Memory in a Goal-Directed Agent (2018) (159)Natural Neural Networks (2015) (159)Strategic Attentive Writer for Learning Macro-Actions (2016) (155)Learning long-range vision for autonomous off-road driving (2009) Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13) (2019) Human-level performance in first-person multiplayer games with population-based deep reinforcement learning (2018) (134)Unsupervised Learning of Sparse Features for Scalable Audio Classification (2011) (133)Large-Scale FPGA-based Convolutional Networks (2011) Combining policy gradient and Q-learning (2016) (122)Applying and improving AlphaFold at CASP14 (2021) PGQ: Combining policy gradient and Q-learning (2016) (97)Protein structure prediction using multiple deep neural networks in CASP13. (2019) Understanding Synthetic Gradients and Decoupled Neural Interfaces (2017) (65)Unsupervised Feature Learning by Deep Sparse Coding (2013) A Binary Classification Framework for Two-Stage Multiple Kernel Learning (2012) (58)Improving alignment of dialogue agents via targeted human judgements (2022) Convolutional Matching Pursuit and Dictionary Training (2010) (45)Unified Scaling Laws for Routed Language Models (2022) (41)The StreetLearn Environment and Dataset (2019) (38)EBLearn: Open-Source Energy-Based Learning in C++ (2009) Improved protein structure prediction using potentials from deep learning (2020) Implementing Neural Networks Efficiently (2012) Semi-Supervised Sequence Labeling with Self-Learned Features (2009) Combining labeled and unlabeled data with word-class distribution learning (2009) A multi-range vision strategy for autonomous offroad navigation (2007) (15)Learning the Dependency Structure of Latent Factors (2012) (8)Learning in Informal Settings (2012) Learning and Development After School (2012) Towards realistic MIDI instrument synthesizers (2020) (4)Learning from Text (2012) Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL (2022) (2)Learning Through the Breach: Language Socialization (2012) Learning Feature Hierarchies for Object Recognition (2010) (2)Data Sharing without Rewards in Multi-Task Offline Reinforcement Learning (1)High-Accuracy Object Recognition with a New Convolutional Net Architecture and Learning Algorithm (2009) (1)Automated Detection of Nonproliferative Diabetic Retinopathy (2008) (0)ReLU, Sigmoid, Tanh, Log, Cos, Dropout, Negate, Softmax, LogSoftmax, SumElements, RowSlice, RowStack, Scale, Times, DiagTimes, Plus, Minus, ElementTimes, KhatriRaoProd- uct, Reshape traInIng crIterIa SquareError, CrossEntropyWithSoftmax, ClassificationError, ClassBasedCrossEntropyWith- SoftMax, GMML (2015) (0)Unsupervised Learning of Feature Hierarchies (2008) (0)Autonomous Learning for Long Range Vision in Mobile Robots (2008) (0)ENVIRONMENT NAVIGATION USING REINFORCEMENT LEARNING (2018) (0)Intelligent Perception Global Map Long Range Vision ( FAROD ) Cameras Vehicle Map Global planner Route to goal Global Map Goal Local candidates (2007) (0)VISUAL ATTENTION (2015) Learning Goals: (2020) What is the Best Feature Learning Procedure in Hierarchical Recognition Architectures? (2016) (0)Symbolic Reasoning with Differentiable Neural Comput (2016) (0)Vector-based navigation using grid-like representations in artificial agents (2018) AlphaFold: Improved protein structure prediction using (2019) (0)More Papers This paper list is powered by the following services:
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