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Hui-Lin Ai

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Sep 2026

Revisiting Pixel Erasure: A Simple Method for Weakly Supervised Video Instance Segmentation.

We aim to develop a simple framework for weakly supervised video instance segmentation (VIS) without pixelwise video annotations that can match or outperform fully supervised counterparts. To this end, we revisit pixel erasure, which is a common data augmentation strategy, and reveal that it can be naturally used to re...

Gui-Xun Luo, Hui-Lin Ai, Zhong-Wei Ren et al. · 0 citations

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