Domain Adaptation for Visual Understanding. (2020)

• Record Type: Book
• Further Information: Note: Richa Singh, Mayank Vatsa, Vishal M. Patel, Nalini Ratha.
• Editors: Singh, Richa; Vatsa, Mayank; Patel, Vishal M; Ratha, Nalini
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (144 pages)
• Subjects: Computer science; Optical data processing; Artificial intelligence; Computational intelligence; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- Engineering (General); Artificial intelligence; Computers -- Computer Graphics; Image processing
• Languages: English
• ISBNs: 9783030306717
• Related ISBNs: 9783030306700
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.