Self-supervised learning of a facial attribute embedding from video. - A. Sophia Koepke; Olivia Wiles; Andrew Zisserman (BMVC, 2018)

X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes. - Olivia Wiles; A. Sophia Koepke; Andrew Zisserman (ECCV (13), 2018)

X2Face: A network for controlling face generation by using images, audio, and pose codes. - Olivia Wiles; A. Sophia Koepke; Andrew Zisserman (CoRR, 2018)

Self-Supervised Learning of Class Embeddings from Video. - Olivia Wiles; A. Sophia Koepke; Andrew Zisserman (ICCV Workshops, 2019)

Sight to Sound: An End-to-End Approach for Visual Piano Transcription. - A. Sophia Koepke; Olivia Wiles; Yael Moses; Andrew Zisserman (ICASSP, 2020)

CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. - Leonard Salewski; A. Sophia Koepke; Hendrik P. A. Lensch; Zeynep Akata (xxAI@ICML, 2020)

Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. - Yanbei Chen; Yongqin Xian; A. Sophia Koepke; Ying Shan; Zeynep Akata (CVPR, 2021)

Audio Retrieval with Natural Language Queries. - Andreea-Maria Oncescu; A. Sophia Koepke; João F. Henriques; Zeynep Akata; Samuel Albanie (Interspeech, 2021)

Where and When: Space-Time Attention for Audio-Visual Explanations. - Yanbei Chen; Thomas Hummel 001; A. Sophia Koepke; Zeynep Akata (CoRR, 2021)

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)

Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. - Jae-Myung Kim; A. Sophia Koepke; Cordelia Schmid; Zeynep Akata (CVPR Workshops, 2023)

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

Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language. - Leonard Salewski; A. Sophia Koepke; Hendrik P. A. Lensch; Zeynep Akata (DAGM, 2023)

Image-free Classifier Injection for Zero-Shot Classification. - Anders Christensen; Massimiliano Mancini; A. Sophia Koepke; Ole Winther; Zeynep Akata (ICCV, 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 (ICCV, 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)

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)

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)

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)

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 (ICASSP, 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 (ICLR, 2024)

Dissecting Temporal Understanding in Text-to-Audio Retrieval. - Andreea-Maria Oncescu; João F. Henriques; A. Sophia Koepke (ACM Multimedia, 2024)

VGGSounder: Audio-Visual Evaluations for Foundation Models. - Daniil Zverev; Thaddäus Wiedemer; Ameya Prabhu; Matthias Bethge; Wieland Brendel; A. Sophia Koepke (CoRR, 2025)