A. Sophia Koepke

According to our database, A. Sophia Koepke authored at least 26 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dissecting Temporal Understanding in Text-to-Audio Retrieval.

Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model.

Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Sound Approach: Using Large Language Models to Generate Audio Descriptions for Egocentric Text-Audio Retrieval.

Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke

Proceedings of the IEEE International Conference on Acoustics, 2024

Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models.

David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Audio Retrieval With Natural Language Queries: A Benchmark Study.

A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie

IEEE Trans. Multim., 2023

Addressing caveats of neural persistence with deep graph persistence.

Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke

Trans. Mach. Learn. Res., 2023

Zero-shot audio captioning with audio-language model guidance and audio context keywords.

Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata

CoRR, 2023

Waffling around for Performance: Visual Classification with Random Words and Broad Concepts.

Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Image-free Classifier Injection for Zero-Shot Classification.

Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language.

Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning.

Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval.

Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Video-adverb retrieval with compositional adverb-action embeddings.

Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata

Proceedings of the 34th British Machine Vision Conference 2023, 2023

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

Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning.

Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata

Proceedings of the Computer Vision - ECCV 2022, 2022

Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language.

Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

PlanT: Explainable Planning Transformers via Object-Level Representations.

Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger

Proceedings of the Conference on Robot Learning, 2022

2021

Where and When: Space-Time Attention for Audio-Visual Explanations.

Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata

CoRR, 2021

Audio Retrieval with Natural Language Queries.

Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning.

Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations.

Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata

Proceedings of the xxAI - Beyond Explainable AI, 2020

Sight to Sound: An End-to-End Approach for Visual Piano Transcription.

A. Sophia Koepke, Olivia Wiles, Yael Moses, Andrew Zisserman

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Self-Supervised Learning of Class Embeddings from Video.

Olivia Wiles, A. Sophia Koepke, Andrew Zisserman

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

X2Face: A network for controlling face generation by using images, audio, and pose codes.

Olivia Wiles, A. Sophia Koepke, Andrew Zisserman

CoRR, 2018

X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes.

Olivia Wiles, A. Sophia Koepke, Andrew Zisserman

Proceedings of the Computer Vision - ECCV 2018, 2018

Self-supervised learning of a facial attribute embedding from video.

A. Sophia Koepke, Olivia Wiles, Andrew Zisserman

Proceedings of the British Machine Vision Conference 2018, 2018