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05/22/2023
BMB: Balanced Memory Bank for Imbalanced Semi-supervised Learning
Exploring a substantial amount of unlabeled data, semi-supervised learni...
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02/01/2023
Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization
Contrastive Language-Image Pretraining (CLIP) has demonstrated impressiv...
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11/22/2021
Semi-Supervised Vision Transformers
We study the training of Vision Transformers for semi-supervised image c...
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05/06/2021
VideoLT: Large-scale Long-tailed Video Recognition
Label distributions in real-world are oftentimes long-tailed and imbalan...
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04/20/2021
HMS: Hierarchical Modality Selection for Efficient Video Recognition
Videos are multimodal in nature. Conventional video recognition pipeline...
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06/24/2020