12 citations · 17 across the 2 of their papers we have counts for
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cs.CV2023★ 5 cited
TOAST: Transfer Learning via Attention Steering
Baifeng Shi, Siyu Gai, Trevor Darrell +1
Transfer learning involves adapting a pre-trained model to novel downstream tasks. However, we observe that current transfer learning methods often fail to focus on task-relevant f…
cs.CV2019★ 12 cited
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Xin Wang, Fisher Yu, Ruth Wang +2
Learning good feature embeddings for images often requires substantial training data. As a consequence, in settings where training data is limited (e.g., few-shot and zero-shot lea…