Ameen Ali

5 papers · 2021–2023 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AAAI (1) ACML (1) ICML (1) MIDL (1) WACV (1)

Top co-authors

Lior Wolf (5) Grégoire Montavon (1) Oliver Eberle (1) Shir Gur (1) Tal Shaharabany (1) Tamir Hazan (1) Klaus-Robert Müller (1) Hakan Cevikalp (1) Thomas Schnake (1) Idan Schwartz (1)

Research topics

Artificial Intelligence (4) Deep Learning (4) Machine Learning (4) Core AI (4) Architectures (2) Core Methods (2) Learning Types · Machine Learning (2) Techniques (2) Application Areas (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (1) self-supervised learning (1) cross-modal retrieval (1) feature attribution (1) neural network visualization (1) gradient-based method (1) weight sharing (1) semantic information (1) node classification (1) attention head (1) multimodal representation (1) skip connection (1) layer normalization (1) gradient propagation (1) attribution method (1) explainable artificial intelligence (1) covid-19 detection (1) video-guided translation (1) class activation mapping (1) graph node classification (1)

Papers

Degree-based stratification of nodes in Graph Neural Networks ACML 2023 Explainability Guided COVID-19 Detection in CT Scans MIDL 2022 Video and Text Matching With Conditioned Embeddings WACV 2022 XAI for Transformers: Better Explanations through Conservative Propagation ICML 2022 Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021