Mariette Awad

2 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) EMNLP (1)

Top co-authors

Julia El-Zini (1) Boulos El-Asmar (1) Jimmy Tekli (1) Julia El Zini (1) Morgane Ayle (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Core Methods (2) Learning Types (2) Computer Vision (1) Reinforcement Learning (1) Analysis (1) Methods (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) adversarial robustness (1) sentiment analysis (1) object detection (1) deep learning (1) model interpretability (1) adversarial attack (1) contextual bandit (1) bounding box (1) textual data (1) intersection over union (1) contrastive explanation (1) offline training method (1) bounding box refinement (1) semantic adversarial attack (1)

Papers

Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations EMNLP 2022 BAR — A Reinforcement Learning Agent for Bounding-Box Automated Refinement AAAI 2020