11 citations · 18 across the 8 of their papers we have counts for
4 papers · 1 filter
Hierarchical Prompts for Rehearsal-free Continual Learning
Yukun Zuo, Hantao Yao, Lu Yu +2
Continual learning endeavors to equip the model with the capability to integrate current task knowledge while mitigating the forgetting of past task knowledge. Inspired by prompt t…
X-Pruner: eXplainable Pruning for Vision Transformers
Lu Yu, Wei Xiang
Recently vision transformer models have become prominent models for a range of tasks. These models, however, usually suffer from intensive computational costs and heavy memory requ…
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation
Lu Yu, Wei Xiang, Juan Fang +2
Recently vision transformer models have become prominent models for a range of vision tasks. These models, however, are usually opaque with weak feature interpretability. Moreover,…
Continually Learning Self-Supervised Representations with Projected Functional Regularization
Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu +2
Recent self-supervised learning methods are able to learn high-quality image representations and are closing the gap with supervised approaches. However, these methods are unable t…