A. Sophia Koepke

João F. Henriques

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.

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[DOI]

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.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

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

2023

Audio Retrieval With Natural Language Queries: A Benchmark Study.

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[DOI]

João F. Henriques

Zeynep Akata

Samuel Albanie

IEEE Trans. Multim., 2023

Addressing caveats of neural persistence with deep graph persistence.

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[DOI]

Trans. Mach. Learn. Res., 2023

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

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[DOI]

CoRR, 2023

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

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[DOI]

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

Image-free Classifier Injection for Zero-Shot Classification.

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[DOI]

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

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

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[DOI]

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

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

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[DOI]

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

Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval.

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[DOI]

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

Video-adverb retrieval with compositional adverb-action embeddings.

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[DOI]

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

2022

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

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[DOI]

CoRR, 2022

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

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[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

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

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[DOI]

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

PlanT: Explainable Planning Transformers via Object-Level Representations.

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[DOI]

Proceedings of the Conference on Robot Learning, 2022

2021

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

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[DOI]

CoRR, 2021

Audio Retrieval with Natural Language Queries.

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[DOI]

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.

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[DOI]

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

2020

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

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[DOI]

Proceedings of the xxAI - Beyond Explainable AI, 2020

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

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[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Self-Supervised Learning of Class Embeddings from Video.

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[DOI]

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.

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[DOI]

CoRR, 2018

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

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[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

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

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[DOI]