Improving Deep Learning Interpretability by Saliency Guided Training

von Ismail, Aya Abdelsalam
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 32 of 36 (2022)

BENCHMARKING DEEP LEARNING INTERPRETABILITY IN TIME SERIES PREDICTIONS

von Ismail, Aya Abdelsalam
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 8 of 27 (2021)

INPUT-CELL ATTENTION REDUCES VANISHING SALIENCY OF RECURRENT NEURAL NETWORKS

von Ismail, Aya Abdelsalam
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 14 of 20 (2020)