1 code implementation • 8 Mar 2024 • Thang M. Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Totti Nguyen
CLIP-based classifiers rely on the prompt containing a {class name} that is known to the text encoder.
1 code implementation • 6 Nov 2023 • Hai Phan, Cindy Le, Vu Le, Yihui He, Anh Totti Nguyen
DeepFace-EMD (Phan et al. 2022) reaches state-of-the-art accuracy on out-of-distribution data by first comparing two images at the image level, and then at the patch level.
no code implementations • 25 Aug 2023 • Giang Nguyen, Valerie Chen, Mohammad Reza Taesiri, Anh Totti Nguyen
Nearest neighbors (NN) are traditionally used to compute final decisions, e. g., in Support Vector Machines or k-NN classifiers, and to provide users with explanations for the model's decision.