2 code implementations • CVPR 2019 • Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
In this work, we connect two distinct concepts for unsupervised domain adaptation: feature distribution alignment between domains by utilizing the task-specific decision boundary and the Wasserstein metric.
Ranked #19 on
Image-to-Image Translation
on SYNTHIA-to-Cityscapes
no code implementations • 16 May 2017 • Tanmay Batra, Devi Parikh
Learning paradigms involving varying levels of supervision have received a lot of interest within the computer vision and machine learning communities.
no code implementations • ICCV 2015 • Ramakrishna Vedantam, Xiao Lin, Tanmay Batra, C. Lawrence Zitnick, Devi Parikh
We show that the commonsense knowledge we learn is complementary to what can be learnt from sources of text.