Adversarially-Contrastive Optimal Transport - ICML 2020 paper
Optimal Transportation View of Generative Adversarial Networks
Model Compression Using Optimal Transport
Contrastive Clustering with SwAV
Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation
Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection
Keynote on Deep Declarative Networks with Application to Optimal Transport given at PRCV/DICTA 2022
James Zou "Tutorial of optimal transport with applications in genomics"
Aude Genevay (MIT) -- Learning with Sinkhorn divergences: from optimal transport to MMD
Self-Attention Message Passing for Contrastive Few-Shot Learning
Fast Sinkhorn Filters (CVPR 2021)
Least Squares GANs | Lecture 67 (Part 1) | Applied Deep Learning
Tias Guns - Prediction + Optimisation: without and with decision-focused learning - IPAM at UCLA
Adaptive Inducing Point Selection for Gaussian Processes -Workshop Continual Learning - ICML 2020
[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
Stanford CS330 Deep Multi-Task & Meta Learning - Domain Adaptation l 2022 I Lecture 13
Optimal Continual Learning has Perfect Memory and is NP hard
[ICCV 2021] InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images
Learning with Noisy Labels - Dr. Tongliang Liu
GeoDA: a geometric framework for black-box adversarial attacks