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Gongfan Fang

National University of Singapore

46 papers hereh-index 243.6k citations55 works total

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

author position
  • first author11
  • middle author31

Across the 42 of 46 papers where every author was matched, so the position is known.

fields
  • cs.CV17
  • cs.CL11
  • cs.LG8
  • cs.AI7
  • cs.CR1
  • cs.SD1
affiliations
  • National University of Singapore
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedData-Free Adversarial Distillation

103 citations · 278 across the 43 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

math.GR2021

A further generalization of the Glauberman-Thompson p-nilpotency criterion in fusion systems

Zhencai Shen, Baoyu Zhang

Let p be a prime and F be a saturated fusion system over a finite p-group P. The fusion system F is said to be nilpotent if $\mathcal{F}=\mathcal{F}_{…

cs.LG2021★ 7 cited

Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data

Gongfan Fang, Yifan Bao, Jie Song +4

Knowledge distillation~(KD) aims to craft a compact student model that imitates the behavior of a pre-trained teacher in a target domain. Prior KD approaches, despite their gratify…

cs.AI2021★ 31 cited

Contrastive Model Inversion for Data-Free Knowledge Distillation

Gongfan Fang, Jie Song, Xinchao Wang +3

Model inversion, whose goal is to recover training data from a pre-trained model, has been recently proved feasible. However, existing inversion methods usually suffer from the mod…

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