Alina Kuznetsova

5 papers · 2014–2025 · 3 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (16)

🧭 Keyword Pioneer 📈 Trend Setter

Venues

CVPR (2) WACV (2) ICCV (1)

Top co-authors

Bodo Rosenhahn (2) Vittorio Ferrari (2) Pauline Luc (1) Sung Ju Hwang (1) joseph heyward (1) Laura Leal-Taixé (1) Liliane Momeni (1) Aakrati Talati (1) Etienne Pot (1) Keith Simmons (1)

Research topics

Computer Vision (5) Machine Learning (5) Analysis (4) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

domain adaptation (2) video understanding (2) representation learning (1) domain generalization (1) transfer learning (1) object detection (1) prototype learning (1) incremental learning (1) multi-object tracking (1) video annotation (1) frame selection (1) visual tracking (1) bounding box (1) random forest (1) spatiotemporal model (1) generic object tracking (1) joint tracking (1) video foundation model (1) scientific video (1) video object detection (1)

Papers

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications ICCV 2025 Beyond SOT: Tracking Multiple Generic Objects at Once WACV 2024 Efficient Video Annotation With Visual Interpolation and Frame Selection Guidance WACV 2021 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Learning an Image-based Motion Context for Multiple People Tracking CVPR 2014