PlanT: Explainable Planning Transformers via Object-Level Representations. - Katrin Renz; Kashyap Chitta; Otniel-Bogdan Mercea; A. Sophia Koepke; Zeynep Akata; Andreas Geiger 001 (CoRL, 2022)

Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. - Otniel-Bogdan Mercea; Lukas Riesch; A. Sophia Koepke; Zeynep Akata (CVPR, 2022)

Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. - Otniel-Bogdan Mercea; Thomas Hummel 001; A. Sophia Koepke; Zeynep Akata (ECCV (20), 2022)

Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. - Otniel-Bogdan Mercea; Lukas Riesch; A. Sophia Koepke; Zeynep Akata (CoRR, 2022)

Video-adverb retrieval with compositional adverb-action embeddings. - Thomas Hummel 001; Otniel-Bogdan Mercea; A. Sophia Koepke; Zeynep Akata (BMVC, 2023)

Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. - Otniel-Bogdan Mercea; Thomas Hummel 001; A. Sophia Koepke; Zeynep Akata (DAGM, 2023)

Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. - David Kurzendörfer; Otniel-Bogdan Mercea; A. Sophia Koepke; Zeynep Akata (CVPR Workshops, 2024)

Time-, Memory- and Parameter-Efficient Visual Adaptation. - Otniel-Bogdan Mercea; Alexey A. Gritsenko; Cordelia Schmid; Anurag Arnab (CVPR, 2024)

Towards Optimal Adapter Placement for Efficient Transfer Learning. - Aleksandra Irena Nowak; Otniel-Bogdan Mercea; Anurag Arnab; Jonas Pfeiffer; Yann N. Dauphin; Utku Evci (CoRR, 2024)