Aya Abdelsalam Ismail
5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
📈
Trend Setter
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
saliency method
(2)
neural network
(2)
feature attribution
(1)
model interpretability
(1)
time series
(1)
saliency map
(1)
recurrent neural network
(1)
fmri datum
(1)
saliency guided training
(1)
gradient noise reduction
(1)
backpropagation modification
(1)
interpretability benchmark
(1)
neural network training
(1)
input attention
(1)
feature importance
(1)
Papers
Concept Bottleneck Language Models For Protein Design
ICLR 2025
Concept Bottleneck Generative Models
ICLR 2024
Improving Deep Learning Interpretability by Saliency Guided Training
NIPS 2021
Benchmarking Deep Learning Interpretability in Time Series Predictions
NIPS 2020
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks
NIPS 2019