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.
no code implementations • 25 May 2022 • Mehdi Nourelahi, Lars Kotthoff, Peijie Chen, Anh Nguyen
Here, we perform the first, large-scale evaluation of the relations of the three criteria using 9 feature-importance methods and 12 ImageNet-trained CNNs that are of 3 training algorithms and 5 CNN architectures.
1 code implementation • 16 Jun 2020 • Peijie Chen, Chirag Agarwal, Anh Nguyen
Increasingly more similarities between human vision and convolutional neural networks (CNNs) have been revealed in the past few years.
no code implementations • 14 May 2019 • Longwei Wang, Peijie Chen
In this work, the entropy analysis is leveraged to study the neurons activation behavior of the fully connected layers of DNNs.