Domain Adaptation for Visual Understanding
Soumyadeep Ghosh, Richa Singh, Mayank Vatsa, Nalini Ratha, and Vishal M. Patel
M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning
Issam H. Laradji and Reza Babanezhad
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
Amélie Royer, Konstantinos Bousmalis, Stephan Gouws, Fred Bertsch, Inbar Mosseri, Forrester Cole, and Kevin Murphy
Improving Transferability of Deep Neural Networks
Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, and Matthew Hill
Cross Modality Video Segment Retrieval with Ensemble Learning
Xinyan Yu, Ya Zhang, and Rui Zhang
On Minimum Discrepancy Estimation for Deep Domain Adaptation
Mohammad Mahfujur Rahman, Clinton Fookes, Mahsa Baktashmotlagh, and Sridha Sridharan
Multi-Modal Conditional Feature Enhancement for Facial Action Unit Recognition
Nagashri N. Lakshminarayana, Deen Dayal Mohan, Nishant Sankaran, Srirangaraj Setlur, and Venu Govindaraju
Intuition Learning
Anush Sankaran, Mayank Vatsa, and Richa Singh
Alleviating Tracking Model Degradation Using Interpolation-Based Progressive Updating
Xiyu Kong, Qiping Zhou, Yunyu Lai, Muming Zhao, and Chongyang Zhang
About the Author: Dr. Richa Singh is a Professor at Indraprastha Institute of Information Technology, Delhi, India. Dr. Mayank Vatsa is a Professor at the same institution. Dr. Vishal M. Patel is an Assistant Professor in the Department of Electrical and Computer Engineering at Johns Hopkins University, Baltimore, MD, USA. Dr. Nalini Ratha is a Research Staff Member at the IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA.
