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Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty (NeurIPS 2022) [Paper] [Code]
Datasets: ImageNet, tieredImageNet, and miniImageNet for source domain similarity to ImageNet: Places,CUB,Cars,Plantae,EuroSAT,CropDisease,ISIC,ChestX
Task: Active Learning -
Self-organization in a perceptual network (Info-max)(IEEE 1988) [Paper]
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Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video (CVPR 2023) [Paper]
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Upcycling Models under Domain and Category Shift (CVPR 2023) [Paper]
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Generative Meta-Adversarial Network for Unseen Object Navigation (ECCV 2022) [Paper] [Code]
Datasets: AI2THOR and RoboTHOR
Task: Object Navigation
- Vision Transformers for Action Recognition: A Survey (Arxiv 2022) [Paper]