A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification

Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu

Abstract: Highlights•Focus on pseudo-labeling methods for Unsupervised Domain Adaptive Re-Identification.•Theoretical view on pseudo-labeling with a new upper-bound on performance.•Deduction of general good practices for any pseudo-labeling method.•Experiments showing that implementing all good practices increases performance.

External IDs:doi:10.1016/j.cviu.2022.103527