Kalin Stefanov

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

WACV (2) CVPR (1) NAACL (1)

Top co-authors

Abhinav Dhall (2) Zhixi Cai (2) Hrishav Bakul Barua (2) Jianfei Cai (1) Trang Tran (1) Leili Tavabi (1) KokSheik Wong (1) Stefan Scherer (1) Mohammad Soleymani (1) Shreya Ghosh (1)

Research topics

Computer Vision (3) Machine Learning (3) Deep Learning (2) Analysis (2) Learning Types · Deep Learning (2) Processing (2) Artificial Intelligence (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Generation (1) Learning Types · Machine Learning (1)

Keywords

representation learning (1) image restoration (1) natural language processing (1) self-supervised learning (1) image reconstruction (1) video understanding (1) hand pose estimation (1) 3d pose estimation (1) monocular video (1) masked autoencoder (1) high dynamic range (1) synthetic dataset (1) video representation (1) facial expression recognition (1) sign language (1) motivational interviewing (1) body pose estimation (1) hdr imaging (1) transformer embedding (1) facial analysis (1)

Papers

DexAvatar: 3D Sign Language Reconstruction with Hand and Body Pose Priors WACV 2026 GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction WACV 2025 MARLIN: Masked Autoencoder for Facial Video Representation LearnINg CVPR 2023 Analysis of Behavior Classification in Motivational Interviewing NAACL 2021