Saurabh Sharma

5 papers · 2012–2024 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🚀 Conference Pioneer

Venues

COLING (1) CVPR (1) ICCV (1) IJCAI (1) MICCAI (1)

Top co-authors

Yongqin Xian (2) Atul Kumar (1) Ambuj Singh (1) Joydeep Chandra (1) Arjun Jain (1) Vishal Gupta (1) Bernt Schiele (1) Pavan Teja Varigonda (1) Zeynep Akata (1) Ning Yu (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Application Areas (1) Clinical (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1)

Keywords

generative model (2) variational autoencoder (2) zero-shot learning (1) few-shot learning (1) uncertainty quantification (1) knowledge distillation (1) medical image classification (1) feature generation (1) generative adversarial network (1) 3d human pose (1) long-tailed recognition (1) pose lifting (1) ordinal ranking (1) depth ordering (1) prototype classifier (1) nearest class mean (1) channel-dependent temperature (1) representation learning (1) any-shot learning (1) contrastive learning (1)

Papers

Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation MICCAI 2024 Learning Prototype Classifiers for Long-Tailed Recognition IJCAI 2023 F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning CVPR 2019 Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking ICCV 2019 Domain Based Punjabi Text Document Clustering COLING 2012