Vipin Pillai

4 papers · 2019–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICCV (2) AAAI (1) CVPR (1)

Top co-authors

Hamed Pirsiavash (4) Soroush Abbasi Koohpayegani (2) Akshayvarun Subramanya (1) Paolo Favaro (1) Ajinkya Tejankar (1) Ashley Ouligian (1) Dennis Fong (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (3) Artificial Intelligence (2) Core AI · Artificial Intelligence (2) Core Methods (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Core AI · Computer Vision (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

contrastive learning (2) self-supervised learning (2) image classification (2) saliency map (1) semantic similarity (1) adversarial attack (1) deep neural network (1) model explanation (1) model interpretation (1) attribution method (1) adversarial patch (1) explanation consistency (1) teacher student (1) network interpretation (1) similarity distillation (1) consistent explanation (1) consistent interpretation (1) computer vision (1) interpretable machine learning (1)

Papers

Consistent Explanations by Contrastive Learning CVPR 2022 Explainable Models with Consistent Interpretations AAAI 2021 ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021 Fooling Network Interpretation in Image Classification ICCV 2019