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Workshop
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Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
Qingyue Zhao · Banghua Zhu
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Poster
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Tue 8:45
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What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Benedikt Blumenstiel · Johannes Jakubik · Hilde Kuehne · Michael Vössing
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Workshop
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Leveraging Behavioral Cloning for Representation Alignment in Cross-Domain Policy Transfer
Hayato Watahiki · Ryo Iwase · Ryosuke Unno · Yoshimasa Tsuruoka
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Poster
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Tue 8:45
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Scalarization for Multi-Task and Multi-Domain Learning at Scale
Amelie Royer · Tijmen Blankevoort · Babak Ehteshami Bejnordi
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Workshop
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Are all classes created equal? Domain Generalization for Domain-Linked Classes
Kimathi Kaai · Saad Hossain · Sirisha Rambhatla
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Poster
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Wed 8:45
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Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation
Lianghe Shi · Weiwei Liu
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Poster
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Tue 15:15
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Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
Zhongqi Yue · QIANRU SUN · Hanwang Zhang
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Workshop
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MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains
Yuwen Chen · Helen Zhou · Zachary Lipton
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Poster
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Wed 8:45
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Multiply Robust Federated Estimation of Targeted Average Treatment Effects
Larry Han · Zhu Shen · Jose Zubizarreta
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Workshop
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Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task
Mustafa Abdool · Andrew Nam · James McClelland
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Poster
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Wed 8:45
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A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Haizhou Shi · Hao Wang
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Poster
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Wed 8:45
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Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms
Dheeraj Baby · Saurabh Garg · Tzu-Ching Yen · Sivaraman Balakrishnan · Zachary Lipton · Yu-Xiang Wang
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