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Journal Articles
- 2023
[j2]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)- [j1]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: 2675-2685 (2023)
Conference and Workshop Papers
- 2024
- [c20]David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CVPR Workshops 2024: 2627-2638 - [c19]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: 7300-7304 - [c18]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 - [c17]Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke:
Dissecting Temporal Understanding in Text-to-Audio Retrieval. ACM Multimedia 2024: 9535-9543 - 2023
- [c16]Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Video-adverb retrieval with compositional adverb-action embeddings. BMVC 2023: 581-588 - [c15]Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops 2023: 2585-2595 - [c14]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: 378-393 - [c13]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. DAGM 2023: 491-507 - [c12]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: 15700-15711 - [c11]Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata:
Image-free Classifier Injection for Zero-Shot Classification. ICCV 2023: 19026-19035 - 2022
- [c10]Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger:
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRL 2022: 459-470 - [c9]Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata:
Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. CVPR 2022: 10543-10553 - [c8]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. ECCV (20) 2022: 488-505 - 2021
- [c7]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CVPR 2021: 7016-7025 - [c6]Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries. Interspeech 2021: 2411-2415 - 2020
- [c5]A. Sophia Koepke, Olivia Wiles, Yael Moses, Andrew Zisserman:
Sight to Sound: An End-to-End Approach for Visual Piano Transcription. ICASSP 2020: 1838-1842 - [c4]Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata:
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. xxAI@ICML 2020: 69-88 - 2019
- [c3]Olivia Wiles, A. Sophia Koepke, Andrew Zisserman:
Self-Supervised Learning of Class Embeddings from Video. ICCV Workshops 2019: 3019-3027 - 2018
- [c2]A. Sophia Koepke, Olivia Wiles, Andrew Zisserman:
Self-supervised learning of a facial attribute embedding from video. BMVC 2018: 302 - [c1]Olivia Wiles, A. Sophia Koepke, Andrew Zisserman:
X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes. ECCV (13) 2018: 690-706
Informal and Other Publications
- 2024
- [i23]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 abs/2402.19106 (2024) - [i22]David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CoRR abs/2404.06309 (2024) - [i21]Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke:
Dissecting Temporal Understanding in Text-to-Audio Retrieval. CoRR abs/2409.00851 (2024) - 2023
- [i20]Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR abs/2304.03391 (2023) - [i19]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 abs/2306.07282 (2023) - [i18]Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke:
Addressing caveats of neural persistence with deep graph persistence. CoRR abs/2307.10865 (2023) - [i17]Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata:
Image-free Classifier Injection for Zero-Shot Classification. CoRR abs/2308.10599 (2023) - [i16]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Text-to-feature diffusion for audio-visual few-shot learning. CoRR abs/2309.03869 (2023) - [i15]Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Video-adverb retrieval with compositional adverb-action embeddings. CoRR abs/2309.15086 (2023) - [i14]Karsten Roth, Lukas Thede, Almut 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. CoRR abs/2310.17653 (2023) - [i13]Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata:
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language. CoRR abs/2311.05043 (2023) - [i12]Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata:
Zero-shot audio captioning with audio-language model guidance and audio context keywords. CoRR abs/2311.08396 (2023) - 2022
- [i11]Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata:
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. CoRR abs/2203.03598 (2022) - [i10]Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata:
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. CoRR abs/2204.02380 (2022) - [i9]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Temporal and cross-modal attention for audio-visual zero-shot learning. CoRR abs/2207.09966 (2022) - [i8]Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger:
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRR abs/2210.14222 (2022) - 2021
- [i7]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CoRR abs/2104.10955 (2021) - [i6]Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Where and When: Space-Time Attention for Audio-Visual Explanations. CoRR abs/2105.01517 (2021) - [i5]Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries. CoRR abs/2105.02192 (2021) - [i4]A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries: A Benchmark Study. CoRR abs/2112.09418 (2021) - 2019
- [i3]Olivia Wiles, A. Sophia Koepke, Andrew Zisserman:
Self-supervised learning of class embeddings from video. CoRR abs/1910.12699 (2019) - 2018
- [i2]Olivia Wiles, A. Sophia Koepke, Andrew Zisserman:
X2Face: A network for controlling face generation by using images, audio, and pose codes. CoRR abs/1807.10550 (2018) - [i1]Olivia Wiles, A. Sophia Koepke, Andrew Zisserman:
Self-supervised learning of a facial attribute embedding from video. CoRR abs/1808.06882 (2018)
Coauthor Index
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