Itamar Friedman

7 papers · 2019–2022 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)

Venues

CVPR (2) ICCV (2) AISTATS (1) NeurIPS (1) WACV (1)

Top co-authors

Tal Ridnik (5) Asaf Noy (5) Nadav Zamir (4) Lihi Zelnik-Manor (4) Emanuel Ben-Baruch (3) Avi Ben-Cohen (2) Gilad Sharir (2) Lihi Zelnik (2) Niv Nayman (2) Matan Protter (1)

Research topics

Machine Learning (7) Deep Learning (3) Core Methods (3) Learning Types (3) Computer Vision (2) Analysis (2) Application Areas (2) Architectures (2) Optimization & Theory · Deep Learning (2) Optimization & Theory · Machine Learning (2) Techniques (2)

Keywords

multi-label classification (3) object detection (2) asymmetric loss (2) neural architecture search (2) image classification (2) pose estimation (1) cluster analysis (1) image retrieval (1) gradient-based optimization (1) model architecture (1) network pruning (1) human pose estimation (1) label noise (1) graph embedding (1) model pruning (1) expert advice (1) partial annotation (1) regret bound (1) memory footprint (1) vision dataset (1)

Papers

Multi-Label Classification With Partial Annotations Using Class-Aware Selective Loss CVPR 2022 Asymmetric Loss for Multi-Label Classification ICCV 2021 Semantic Diversity Learning for Zero-Shot Multi-Label Classification ICCV 2021 TResNet: High Performance GPU-Dedicated Architecture WACV 2021 ASAP: Architecture Search, Anneal and Prune AISTATS 2020 Graph Embedded Pose Clustering for Anomaly Detection CVPR 2020 XNAS: Neural Architecture Search with Expert Advice NeurIPS 2019