Otniel-Bogdan Mercea

Google (United States) — United States

Computer Science · Physical Sciences

5h-index128citations13works3.02yr avg
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Research Topics

Music and Audio Processing(6), Speech and Audio Processing(5), Domain Adaptation and Few-Shot Learning(5), Multimodal Machine Learning Applications(4), Speech Recognition and Synthesis(2)

Publications13 total

Towards Optimal Adapter Placement for Efficient Transfer Learning
arXiv (Cornell University)·2024Open Access
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models
2024· 5 cited
Time-, Memory- and Parameter-Efficient Visual Adaptation
2024· 9 cited
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models
arXiv (Cornell University)·2024Open Access
Time-, Memory- and Parameter-Efficient Visual Adaptation
arXiv (Cornell University)·2024Open Access
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning
Lecture notes in computer science·2024· 4 cited
Video-adverb retrieval with compositional adverb-action embeddings
arXiv (Cornell University)·2023Open Access
Text-to-feature diffusion for audio-visual few-shot learning
arXiv (Cornell University)·2023Open Access
PlanT: Explainable Planning Transformers via Object-Level Representations
arXiv (Cornell University)·2022· 21 citedOpen Access
Temporal and cross-modal attention for audio-visual zero-shot learning
arXiv (Cornell University)·2022· 2 citedOpen Access
Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 51 cited
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language
arXiv (Cornell University)·2022· 4 citedOpen Access
Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning
Lecture notes in computer science·2022· 32 cited

Frequent Co-authors

A. Sophia Koepke(10), Zeynep Akata(10), Thomas Hummel(4), Anurag Arnab(3), Lukas Riesch(2), Alexey A. Gritsenko(2), Cordelia Schmid(2), David Kurzendörfer(2), Katrin Renz(1), Kashyap Chitta(1), Andreas Geiger(1), Thomas Hummel(1), Aleksandra Nowak(1), Jonas Pfeiffer(1), Yann Dauphin(1), Utku Evci(1)