Learning Sparsity of Representations with Discrete Latent VariablesIEEE International Joint Conference on Neural Network (IJCNN), 2021 |
Minimizing FLOPs to Learn Efficient Sparse RepresentationsInternational Conference on Learning Representations (ICLR), 2020 |
Adapting Grad-CAM for Embedding NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 |
Discrete Infomax Codes for Supervised Representation LearningEntropy (Entropy), 2019 |
Learning Discrete and Continuous Factors of Data via Alternating
DisentanglementInternational Conference on Machine Learning (ICML), 2019 |
End-to-End Efficient Representation Learning via Cascading Combinatorial
OptimizationComputer Vision and Pattern Recognition (CVPR), 2019 |