Gaussian Switch Sampling: A Second Order Approach to Active LearningIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 |
Stochastic Surprisal: An inferential measurement of Free Energy in
Neural NetworksFrontiers in Neuroscience (Front. Neurosci.), 2023 |
Open-Set Recognition with Gradient-Based RepresentationsInternational Conference on Information Photonics (ICIP), 2021 |
Explanatory Paradigms in Neural NetworksIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2022 |
Robust Explainability: A Tutorial on Gradient-Based Attribution Methods
for Deep Neural NetworksIEEE Signal Processing Magazine (IEEE SPM), 2021 |
Extracting Causal Visual Features for Limited label ClassificationInternational Conference on Information Photonics (ICIP), 2021 |
Contrastive Explanations in Neural NetworksInternational Conference on Information Photonics (ICIP), 2020 |
Backpropagated Gradient Representations for Anomaly DetectionEuropean Conference on Computer Vision (ECCV), 2020 |