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Xiaomeng Xin

5 papers hereh-index 4212 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedMemory-Free Generative Replay For Class-Incremental Learning

3 citations · 4 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 1 cited

Auxiliary Loss Reweighting for Image Inpainting

Siqi Hui, Sanping Zhou, Ye Deng +2

Image Inpainting is a task that aims to fill in missing regions of corrupted images with plausible contents. Recent inpainting methods have introduced perceptual and style losses a…

cs.CV2021★ 3 cited

Memory-Free Generative Replay For Class-Incremental Learning

Xiaomeng Xin, Yiran Zhong, Yunzhong Hou +2

Regularization-based methods are beneficial to alleviate the catastrophic forgetting problem in class-incremental learning. With the absence of old task images, they often assume t…

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