Theodore P. Pavlic

3 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

WACV (2) AAAI (1)

Top co-authors

Jinyung Hong (2) Keun Hee Park (2) Juergen Liebig (1) Yearim Kim (1) Taeyeong Choi (1) Nojun Kwak (1) Sangyu Han (1) Benjamin Pyenson (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Core AI · Artificial Intelligence (2) Core Methods (2) Learning Types (2) Analysis (1) Architectures (1) Core AI · Computer Vision (1)

Keywords

concept learning (2) transformer architecture (1) image classification (1) anomaly detection (1) model interpretability (1) video analysis (1) one-class classification (1) transformer model (1) bidirectional interaction (1) inner interpretability (1) algorithmic interpretability (1) deep support vector data description (1) global workspace (1) human-understandable concept (1) interpretable framework (1) time series analysis (1) social insect (1)

Papers

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings WACV 2026 Concept-Centric Transformers: Enhancing Model Interpretability Through Object-Centric Concept Learning Within a Shared Global Workspace WACV 2024 Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change AAAI 2021