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12/27/2021
Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains
Few-shot classification aims to carry out classification given only few ...
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12/27/2021
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation
How to handle domain shifts when recognizing or segmenting visual data a...
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10/21/2020
Semantics-Guided Representation Learning with Applications to Visual Synthesis
Learning interpretable and interpolatable latent representations has bee...
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10/19/2020
Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning
Aiming at recognizing images of the same person across distinct camera v...
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09/20/2019