François Bremond

2 accepted papers

2021

ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification

Hao Chen, Benoit Lagadec, François Bremond

ICCV 2021poster

Unsupervised person re-identification (ReID) aims at learning discriminative identity features without annotations. Recently, self-supervised contrastive learning has gained increasing attention for its effectiveness in unsupervised representation learning. The main idea of instance contrastive lear…

Cited by 266 PDF ↗code ↗Scholar ↗

2021

Learning an Augmented RGB Representation With Cross-Modal Knowledge Distillation for Action Detection

Rui Dai, Srijan Das, François Bremond

ICCV 2021poster

In video understanding, most cross-modal knowledge distillation (KD) methods are tailored for classification tasks, focusing on the discriminative representation of the trimmed videos. However, action detection requires not only categorizing actions, but also localizing them in untrimmed videos. The…

Cited by 49 PDF ↗Scholar ↗