Domain Adaptation for Visual Understanding
Author:   Richa Singh ,  Mayank Vatsa ,  Vishal M. Patel ,  Nalini Ratha
Publisher:   Springer Nature Switzerland AG
Edition:   2020 ed.
ISBN:  

9783030306731


Pages:   144
Publication Date:   26 August 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Domain Adaptation for Visual Understanding


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Author:   Richa Singh ,  Mayank Vatsa ,  Vishal M. Patel ,  Nalini Ratha
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2020 ed.
Weight:   0.250kg
ISBN:  

9783030306731


ISBN 10:   3030306739
Pages:   144
Publication Date:   26 August 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Domain Adaptation for Visual Understanding.- M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning.- XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings.- Improving Transferability of Deep Neural Networks.- Cross Modality Video Segment Retrieval with Ensemble Learning.- On Minimum Discrepancy Estimation for Deep Domain Adaptation.- Multi-Modal Conditional Feature Enhancement for Facial Action Unit Recognition.- Intuition Learning.- Alleviating Tracking Model Degradation Using Interpolation-Based Progressive Updating.

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Author Information

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.

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