Xavier Bouthillier
Université de Montréal(CA)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Face recognition and analysis, Machine Learning and Data Classification, Advanced Neural Network Applications, Emotion and Mood Recognition
Most-Cited Works
- → EmoNets: Multimodal deep learning approaches for emotion recognition in video(2015)400 cited
- → Combining modality specific deep neural networks for emotion recognition in video(2013)381 cited
- → Dropout as data augmentation(2015)97 cited
- Unreproducible Research is Reproducible(2019)
- Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis(2018)
- → Accounting for Variance in Machine Learning Benchmarks(2021)40 cited
- → Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis(2018)37 cited
- → Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets(2014)17 cited
- Survey of machine-learning experimental methods at NeurIPS2019 and ICLR2020(2020)