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Found 4 papers, 0 papers with code
Collaboratively Self-supervised Video Representation Learning for Action Recognition
Considering the close connection between action recognition and human pose estimation, we design a Collaboratively Self-supervised Video Representation (CSVR) learning framework specific to action recognition by jointly considering generative pose prediction and discriminative context matching as pretext tasks.
DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization
Domain generalization (DG) attempts to learn a model on source domains that can well generalize to unseen but different domains.
Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization
Domain adaptation attempts to boost the performance on a target domain by borrowing knowledge from a well established source domain.
Duplex Generative Adversarial Network for Unsupervised Domain Adaptation
Following the similar idea of GAN, this work proposes a novel GAN architecture with duplex adversarial discriminators (referred to as DupGAN), which can achieve domain-invariant representation and domain transformation.
