← Search

Bharath Bhushan Damodaran

2 accepted papers

2018

DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation

ECCV 2018poster

In computer vision, one is often confronted with problems of domain shifts, which occur when one applies a classifier trained on a source dataset to target data sharing similar characteristics (e.g. same classes), but also different latent data structures (e.g. different acquisition conditions). In…

Cited by 579Source ↗PDF ↗Scholar ↗
2018

Large Scale Optimal Transport and Mapping Estimation

ICLR 2018poster

This paper presents a novel two-step approach for the fundamental problem of learning an optimal map from one distribution to another. First, we learn an optimal transport (OT) plan, which can be thought as a one-to-many map between the two distributions. To that end, we propose a stochastic dual ap…

Cited by 291Source ↗PDF ↗Scholar ↗