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researcher

Weijia Guo

3 papers hereh-index 313 citations8 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedTowards Personalized Federated Learning via Comprehensive Knowledge Distillation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 1 cited

Towards Personalized Federated Learning via Comprehensive Knowledge Distillation

Pengju Wang, Bochao Liu, Weijia Guo +2

Federated learning is a distributed machine learning paradigm designed to protect data privacy. However, data heterogeneity across various clients results in catastrophic forgettin…

cs.CV2024

Distilling Generative-Discriminative Representations for Very Low-Resolution Face Recognition

Junzheng Zhang, Weijia Guo, Bochao Liu +3

Very low-resolution face recognition is challenging due to the serious loss of informative facial details in resolution degradation. In this paper, we propose a generative-discrimi…

cs.CV2024

Low-Resolution Face Recognition via Adaptable Instance-Relation Distillation

Ruixin Shi, Weijia Guo, Shiming Ge

Low-resolution face recognition is a challenging task due to the missing of informative details. Recent approaches based on knowledge distillation have proven that high-resolution…

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