21 citations · 37 across the 7 of their papers we have counts for
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cs.CV2021
Dynamically pruning segformer for efficient semantic segmentation
Haoli Bai, Hongda Mao, Dinesh Nair
As one of the successful Transformer-based models in computer vision tasks, SegFormer demonstrates superior performance in semantic segmentation. Nevertheless, the high computation…
cs.CV2018★ 9 cited
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification
Xianghong Fang, Haoli Bai, Ziyi Guo +3
The accuracy of deep learning (e.g., convolutional neural networks) for an image classification task critically relies on the amount of labeled training data. Aiming to solve an im…