• Preprint 2024 (Under review): Towards Optimal Adapter Placement for Efficient Transfer Learning”. Aleksandra I. Nowak, Otniel-Bogdan Mercea, Anurag Arnab, Jonas Pfeiffer, Yann Dauphin, Utku Evci.

• CVPRw 2024 (L3D-IVU): “Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models”. David Kurzendörfer *, Otniel-Bogdan Mercea *, A. Sophia Koepke, Zeynep Akata (Seattle, USA).

• CVPR 2024 (Highlight - Top 3.60%): “Time-, Memory- and Parameter-Efficient Visual Adaptation”. Otniel-Bogdan Mercea, Alexey Gritsenko, Cordelia Schmid, Anurag Arnab (Seattle, USA)

• BMVC 2023 (ORAL): “Video-adverb retrieval with compositional adverb-action embeddings”. Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata. (Aberdeen, UK)

• DAGM GCPR 2023: “Text-to-feature diffusion for audio-visual few-shot learning”. Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata. (Heidelberg, Germany)

• CoRL 2022: “PlanT: Explainable Planning Transformers via Object-Level Representations” Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger. (Auckland, New Zealand)

• ECCV 2022: “Temporal and cross-modal attention for audio-visual zero-shot learning”. Otniel-Bogdan Mercea *, Thomas Hummel *, A. Sophia Koepke, Zeynep Akata. (Tel Aviv, Israel)

• CVPR 2022: “Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language”. Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata. (New Orleans, USA)