Frédéric Bastien
Computer Vision and Pattern Recognition · 2010–2016
A researcher in the Science corpus: 6 papers; trusts 13 researchers and is trusted by 31 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 42 citations into it
- Artificial Intelligence — 37 citations into it; #16,932 of 35,345 by trust here, #3,907 by citations
- Representation & Self-Supervised Learning — 26 citations into it
- Model Architectures — 17 citations into it
- Optimization & Training — 17 citations into it; #890 of 2,601 by trust here, #248 by citations
- Probabilistic & Bayesian Methods — 14 citations into it
- Generative Models — 7 citations into it
- Computational Mechanics — 5 citations into it
Whom Frédéric Bastien trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey E. Hinton
- Yoshua Bengio
- Pascal Vincent
- Yann LeCun
- Alex Krizhevsky
- Ilya Sutskever
- Barak A. Pearlmutter
- Ronan Collobert
- Ruslan Salakhutdinov
- David E. Rumelhart
Who trusts Frédéric Bastien overall
- Yoshua Bengio
- Zhe Gan
- Kyunghyun Cho
- Ian J. Goodfellow
- Colin Raffel
- Aaron C. Courville
- Sergey Levine
- Ruslan Salakhutdinov
- Razvan Pascanu
- Mohit Bansal
Papers from Frédéric Bastien's perspective
Ordered by how strongly the researchers Frédéric Bastien trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Going deeper with convolutions
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- Pylearn2: a machine learning research library (2013) — 305 citations
- Theano: A CPU and GPU Math Compiler in Python (2010) — 862 citations
- Theano: new features and speed improvements (2012) — 1,415 citations
- Theano: A Python framework for fast computation of mathematical expressions (2016) — 2,380 citations
- Theano: Deep Learning on GPUs with Python (2012) — 280 citations
- Deep Learners Benefit More from Out-of-Distribution Examples (2011) — 169 citations