Publications

Equal contribution denoted by *

2024

Time-Memory-and Parameter-Efficient Visual Adaptation

Otniel-Bogdan Mercea, Alexey Gritsenko, Cordelia Schmid, and 1 more author

HIGHLIGHT @ CVPR, 2024
Seattle, USA
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Harvard, University of Cambridge, Google DeepMind, Stanford, Chinese Academy of Sciences
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models

David Kurzendörfer^*, Otniel-Bogdan Mercea^*, A Koepke, and 1 more author

CVPRW, 2024
Seattle, USA
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Tsinghua University
Towards Optimal Adapter Placement for Efficient Transfer Learning

Aleksandra I Nowak, Otniel-Bogdan Mercea, Anurag Arnab, and 3 more authors

arXiv preprint arXiv:2410.15858, 2024

PDF

2023

Video-adverb retrieval with compositional adverb-action embeddings

Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, and 1 more author

ORAL @ BMVC, 2023
Aberdeen, UK
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University of Edinburgh
Text-to-feature diffusion for audio-visual few-shot learning

Otniel-Bogdan Mercea, Thomas Hummel, A Sophia Koepke, and 1 more author

DAGM GCPR, 2023
Heidelberg, Germany
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Technical University of Munich, Chinese Academy of Sciences

2022

PlanT: Explainable Planning Transformers via Object-Level Representations

Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, and 3 more authors

CoRL, 2022
Auckland, New Zealand
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University of Oxford, Harvard, Google, Stanford, Nvidia
Temporal and cross-modal attention for audio-visual zero-shot learning

Otniel-Bogdan Mercea^*, Thomas Hummel^*, A Sophia Koepke, and 1 more author

ECCV, 2022
Tel Aviv, Israel
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Carnegie Mellon University, Amazon, Australian National University, Technical University of Munich, Tsinghua University
Audio-visual generalised zero-shot learning with cross-modal attention and language

Otniel-Bogdan Mercea, Lukas Riesch, A Koepke, and 1 more author

CVPR, 2022
New Orleans, USA
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Google Research, Carnegie Mellon University, Amazon, Mila, Cornell University