A. Sophia Koepke

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Natural Language

Top Venues

Publications

Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke
A Sound Approach: Using Large Language Models to Generate Audio Descriptions for Egocentric Text-Audio Retrieval. ICASSP (2024)
Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. ICLR (2024)
David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CoRR (2024)
Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval. CoRR (2024)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language. CoRR (2023)
Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR (2023)
Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
Addressing caveats of neural persistence with deep graph persistence. CoRR (2023)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language. DAGM (2023)
Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata
Zero-shot audio captioning with audio-language model guidance and audio context keywords. CoRR (2023)
Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
Addressing caveats of neural persistence with deep graph persistence. Trans. Mach. Learn. Res. 2023 (2023)
Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. CoRR (2023)
Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. ICCV (2023)
A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie
Audio Retrieval With Natural Language Queries: A Benchmark Study. IEEE Trans. Multim. 25 (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. ICCV (2023)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. DAGM (2023)
Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Video-adverb retrieval with compositional adverb-action embeddings. BMVC (2023)
Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Video-adverb retrieval with compositional adverb-action embeddings. CoRR (2023)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Text-to-feature diffusion for audio-visual few-shot learning. CoRR (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. CoRR (2023)
Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops (2023)
Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRL (2022)
Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRR (2022)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Temporal and cross-modal attention for audio-visual zero-shot learning. CoRR (2022)
Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. CoRR (2022)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. CoRR (2022)
Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. CVPR (2022)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. ECCV (20) (2022)
Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie
Audio Retrieval with Natural Language Queries. Interspeech (2021)
Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie
Audio Retrieval with Natural Language Queries. CoRR (2021)
Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CoRR (2021)
Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CVPR (2021)
Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Where and When: Space-Time Attention for Audio-Visual Explanations. CoRR (2021)
A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie
Audio Retrieval with Natural Language Queries: A Benchmark Study. CoRR (2021)
A. Sophia Koepke, Olivia Wiles, Yael Moses, Andrew Zisserman
Sight to Sound: An End-to-End Approach for Visual Piano Transcription. ICASSP (2020)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. xxAI@ICML (2020)
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
Self-supervised learning of class embeddings from video. CoRR (2019)
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
Self-Supervised Learning of Class Embeddings from Video. ICCV Workshops (2019)
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
Self-supervised learning of a facial attribute embedding from video. CoRR (2018)
A. Sophia Koepke, Olivia Wiles, Andrew Zisserman
Self-supervised learning of a facial attribute embedding from video. BMVC (2018)
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
X2Face: A network for controlling face generation by using images, audio, and pose codes. CoRR (2018)
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes. ECCV (13) (2018)