Roy Assaf

3 papers · 2019–2024 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

IJCAI (3)

Top co-authors

Anika Schumann (2) Ioana Giurgiu (2) Cezary Skura (1) Andrej Simeski (1) Yagmur G. Cinar (1) Florian Scheidegger (1) Takayuki Katsuki (1) Brown Ebouky (1) Filip M. Janicki (1) Cristiano Malossi (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Processing (1)

Keywords

multivariate time series (2) image segmentation (1) anomaly detection (1) optimal transport (1) feature matching (1) feature importance (1) time series prediction (1) saliency map (1) convolutional neural network (1) foundation model (1) visual prompting (1) interactive segmentation (1) explainable artificial intelligence (1) convolutional autoencoder (1) explainable neural network (1) semantic segmentation (1) data storage system (1)

Papers

Probabilistic Feature Matching for Fast Scalable Visual Prompting IJCAI 2024 An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems IJCAI 2020 Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019