no code implementations • 19 Sep 2023 • Clement Laroudie, Andrei Bursuc, Mai Lan Ha, Gianni Franchi
This paper examines the robustness of a multi-modal computer vision model, CLIP (Contrastive Language-Image Pretraining), in the context of unsupervised learning.
1 code implementation • 2 Aug 2021 • Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao
Along with predictive performance and runtime speed, reliability is a key requirement for real-world semantic segmentation.
no code implementations • 13 Jul 2021 • Mai Lan Ha, Gianni Franchi, Emanuel Aldea, Volker Blanz
NDA transforms deep features to become more discriminative and, therefore, improves the performances in various tasks.
no code implementations • 13 Jul 2021 • Mai Lan Ha, Volker Blanz
We propose a simple modification from a fixed margin triplet loss to an adaptive margin triplet loss.