Program
ACCEPTED PAPERS
Class-imbalanced Domain Adaptation: An Empirical Odyssey. Shuhan Tan, Xingchao Peng, Kate Saenko
Sequential Learning for Domain Generalization. Da Li, Yongxin Yang, Yi-Zhe Song, Timothy Hospedales
Generating Visual and Semantic Explanations with Multi-task Network. Wenjia Xu, Jiuniu Wang, Yang Wang, Yirong Wu, Zeynep Akata
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection. Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew Howard, Marco Fornoni
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning. Yannick Le Cacheux, Herve Le Borgne, Michel Crucianu
Adversarial Transfer of Pose Estimation Regression. Boris Chidlovskii, Assem Sadek
Disentangled Image Generation for Unsupervised Domain Adaptation. Safa Cicek, Ning Xu, Zhaowen Wang, Hailin Jin, Stefano Soatto
Domain Generalization using Shape Representation. Narges Honarvar Nazari, Adriana Kovashka
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection. Zhen Zhao, Yuhong Guo, Jieping Ye
Bayesian Zero-Shot Learning. Sarkhan Badirli, Zeynep Akata, Murat Dundar
Self-Supervision for 3D Real-World Challenges. Antonio Alliegro, Davide Boscaini, Tatiana Tommasi
Diversified Mutual Learning for Deep Metric Learning. Wonpyo Park, Wonjae Kim, Kihyun You, Minsu Cho
Domain Generalization vs Data Augmentation: an unbiased perspective. Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi
ACCEPTED 'ONGOING' WORKS
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings. Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko, Judy Hoffman
Multi-Task Incremental Learning for Object Detection. Xialei Liu, Hao Yang, Avinash Ravichandran, Rahul Bhotika, Stefano Soatto
Bookworm continual learning: beyond zero-shot learning and continual learning. Kai Wang, Luis Herranz, Anjan Dutta, Joost van de Weijer
The Best Paper Award will be announced during the last Live Workhsop Session.
Schedule
Session 1: Sunday 23 August - 10:00 - 12:00 UTC+1 Session 2: Sunday 23 August - 20:00 - 22:00 UTC+1