Otniel-Bogdan Mercea

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

CVPR (2) CoRL (1) ECCV (1)

Top co-authors

Zeynep Akata (3) A. Sophia Koepke (3) Andreas Geiger (1) Cordelia Schmid (1) Thomas Hummel (1) Kashyap Chitta (1) Alexey Gritsenko (1) Katrin Renz (1) Anurag Arnab (1) Lukas Riesch (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Application Areas (1) Architectures (1) Core Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

transformer architecture (1) zero-shot learning (1) vision transformer (1) imitation learning (1) video classification (1) multimodal learning (1) autonomous driving (1) audio-visual learning (1) model adaptation (1) training efficiency (1) memory efficiency (1) foundation model (1) parameter-efficient tuning (1) parameter efficiency (1) efficient fine-tuning (1) trajectory planning (1) model interpretation (1) cross-modal attention (1) generalized zero-shot learning (1) pretrained backbone (1)

Papers

Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024 Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022 PlanT: Explainable Planning Transformers via Object-Level Representations CoRL 2022 Temporal and Cross-Modal Attention for Audio-Visual Zero-Shot Learning ECCV 2022