Abstract: Scattering networks are a class of Convolutional Networks where the convolutional filter banks are. I am currently on leave from UC Berkeley. My current position is Assistant Professor at the Courant Institute, NYU, jointly in the Departments of Computer Science. Joan Bruna. Assistant Professor. Primary Research Area: Applied & Theoretical Statistics. Sub-Focus: Machine Learning. Research Interests: Statistical Signal. Soumith Chintala Facebook AI Research 3rd part: Other high level tasks: Stability of Stochastic Gradient Descent M. Some Page Other Page --! In particular, in the past few years I have been working on Deep Convolutional Networks, studying some of its theoretical properties and applications to several Computer Vision tasks. Dates and citation counts are estimated and are determined automatically by a computer program. The following articles are merged in Scholar. Feb 10, lec5. A mathematical motivation for complex-valued convolutional networks M Tygert, J Bruna, S Chintala, Y LeCun, S Piantino, A Szlam Neural computation , Feb 10, lec7. Blind deconvolution with non-local sparsity reweighting D Krishnan, J Bruna, R Fergus arXiv preprint arXiv: Exploiting Generative Models in Discriminative Classifiers T. LeCun Task Driven Dictionary Learning J. I am an Assistant Professor at Courant Institute, NYU, in the Department of Computer Science, Department of Mathematics affiliated and diamond queen slot machine online Center for Data Science, since Fall Self-supervised models analogies, video prediction, text, word2vec. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Radford, Metz, Chintala. Exploiting linear structure within convolutional networks for efficient evaluation EL Denton, W Zaremba, J Bruna, Y LeCun, R Fergus Advances in Neural Information Processing Systems, Spatial Transformer Networks Jaderberg, Simonyan, Zisserman, Kavukcuoglu,'
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|Freetv||Introduction to Statistical Learning Theory Bousquet, Boucheron, Lugosi. This "Cited by" count includes citations to the following articles in Scholar. My research interests touch several areas of Jetztspielen.de suchen Learning, Signal Processing and High-Dimensional Statistics. Deep Learning Goodfellow, Bengio, Courville,' Scattering Extensions Group Formalism Supervised Learning: Deep Unsupervised Learning Autoencoders standard, denoising, contractive. I am an Assistant Professor at Courant Institute, NYU, in the Department of Computer Science, Department of Mathematics affiliated and the Center for Data Science, since Fall|