13 citations · 13 across the 1 of their papers we have counts for
3 papers
Feature Evolution and Migration during Vision Transformer Training
Joonas Järve, Halil Ibrahim Aysel, Tarun Khajuria +1
We present a novel view on feature evolution in Vision Transformers (ViTs) by visualizing the training process over two dimensions -- network depth (layer) and training time (epoch…
Concept-Based Explainable Artificial Intelligence: Metrics and Benchmarks
Halil Ibrahim Aysel, Xiaohao Cai, Adam Prugel-Bennett
Concept-based explanation methods, such as concept bottleneck models (CBMs), aim to improve the interpretability of machine learning models by linking their decisions to human-unde…
RNNs, CNNs and Transformers in Human Action Recognition: A Survey and a Hybrid Model
Khaled Alomar, Halil Ibrahim Aysel, Xiaohao Cai
Human Action Recognition (HAR) encompasses the task of monitoring human activities across various domains, including but not limited to medical, educational, entertainment, visual…