no code implementations • 28 Jul 2023 • Amir Samadi, Amir Shirian, Konstantinos Koufos, Kurt Debattista, Mehrdad Dianati
A CF explainer identifies the minimum modifications in the input that would alter the model's output to its complement.
1 code implementation • 5 Mar 2023 • Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha
Heterogeneous graphs provide a compact, efficient, and scalable way to model data involving multiple disparate modalities.
1 code implementation • 16 Jul 2022 • Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha
In contrast, we employ heterogeneous graphs to explicitly capture the spatial and temporal relationships between the modalities and represent detailed information about the underlying signal.
1 code implementation • 31 Jan 2022 • Amir Shirian, Krishna Somandepalli, Tanaya Guha
Large scale databases with high-quality manual annotations are scarce in audio domain.