Domain Adaptation for Visual Understanding (Paperback)

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
Amelie 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