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08/26/2023
Prior-guided Source-free Domain Adaptation for Human Pose Estimation
Domain adaptation methods for 2D human pose estimation typically require...
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08/23/2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets
Scene understanding using multi-modal data is necessary in many applicat...
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07/31/2021
Learning Few-shot Open-set Classifiers using Exemplar Reconstruction
We study the problem of how to identify samples from unseen categories (...
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05/20/2021
Cross-domain Imitation from Observations
Imitation learning seeks to circumvent the difficulty in designing prope...
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04/05/2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Unsupervised Domain Adaptation (UDA) aims to learn a predictor model for...
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07/21/2020
Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification
While supervised techniques in re-identification are extremely effective...
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07/21/2020