Ai technical publications pdf9/18/2023 ![]() Mar 2012: First Deep Learner to win an image segmentation competitionĪug 2011: First superhuman visual pattern recognitionĢ011: DanNet triggers the deep convolutional neural network (CNN) revolutionĢ010: Supervised deep learning breakthrough. ![]() Sep 2012: First Deep Learner to win a medical imaging contest (cancer detection) ( More.)Ģ007-: Deep reinforcement learning with policy gradients for LSTM May 2015: Highway Networks: First working feedforward neural networks (NNs) with over 100 layersįirst deep reinforcement learning from high-dimensional sensory input. ![]() Ģ011-2015: First deep convolutional NNs to win computer vision contests (5) Additional Papers on Personal Grants.ġ990-1991: Our Miraculous Year of Deep Learningġ990-: 3 decades of artificial curiosity & creativity (and GANs)ġ991-: Transformers with linearized self-attention / Fast Weight Programmers / NNs learn to program NNsġ990-: Planning & reinforcement learning with recurrent world models and artificial curiosityġ987-: Metalearning machines that learn to learnġ991-: Very deep learning with unsupervised pre-trainingĢ010-2017: Our impact on the world's most valuable public companies: Apple, Google, Microsoft, Facebook, Amazon. Is followed by over 400 peer-reviewed publications listed in 5 Sections on
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