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May 30, 2022 · Official implementation of paper "Masked Distillation with Receptive Tokens" (MasKD), ICLR 2023. By Tao Huang*, Yuan Zhang*, Shan You, Fei Wang, Chen Qian, Jian Cao, Chang Xu. 🔥 MasKD: better and more g...
May 29, 2022 · Our method dubbed MasKD is simple and practical, and needs no priors of tasks in application. Experiments show that our MasKD can achieve state-of-the-art performance consistently on object detection an...
Feb 1, 2023 · Our method dubbed MasKD is simple and practical, and needs no priors of ground-truth labels, which can apply to various dense prediction tasks. Experiments show that our MasKD can achieve state-of-the-ar...
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t-50 backbone gets 2.5 AP improvement on COCO. We further investigate our efficacy on stronger teachers who e backbones are replaced by stronger ResNeXts. As in Table 2, student detectors achieve more enhancement on b...
Mar 11, 2024 · Our MasKD comprises two stages: the mask learning and the conventional knowledge distillation stages. In the mask learning stage, we learn the masks from a trained teacher, then adopt the learned masks ...
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MasKD[14] involves pixel-wise attention to generate distillation mask and trains student model by pixel-wise reconstruction. Mask generative distillation has achieved promising performance in various tasks, and it has...
May 29, 2022 · Our method dubbed MasKD is simple and practical, and needs no priors of tasks in application.
