Acoustic and Visual Knowledge Distillation for Contrastive Audio-Visual Localization

Author:

Yaghoubi Ehsan1ORCID,Kelm Andre Peter1ORCID,Gerkmann Timo1ORCID,Frintrop Simone1ORCID

Affiliation:

1. universität hamburg, Germany

Funder

Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)

National Science Foundation of China

Publisher

ACM

Reference40 articles.

1. Triantafyllos Afouras , Andrew Owens , Joon Son Chung , and Andrew Zisserman . 2020 . Self-supervised learning of audio-visual objects from video. In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020 , Proceedings, Part XVIII 16 . Springer, Cham, 208–224. Triantafyllos Afouras, Andrew Owens, Joon Son Chung, and Andrew Zisserman. 2020. Self-supervised learning of audio-visual objects from video. In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVIII 16. Springer, Cham, 208–224.

2. Objects that Sound

3. Yusuf Aytar , Carl Vondrick , and Antonio Torralba . 2016. SoundNet: Learning Sound Representations from Unlabeled Video . In Advances in Neural Information Processing Systems (Barcelona, Spain) (NIPS’16) . Curran Associates Inc., Red Hook, NY, USA , 892–900. Yusuf Aytar, Carl Vondrick, and Antonio Torralba. 2016. SoundNet: Learning Sound Representations from Unlabeled Video. In Advances in Neural Information Processing Systems (Barcelona, Spain) (NIPS’16). Curran Associates Inc., Red Hook, NY, USA, 892–900.

4. Nicolas Carion , Francisco Massa , Gabriel Synnaeve , Nicolas Usunier , Alexander Kirillov , and Sergey Zagoruyko . 2020 . End-to-end object detection with transformers. In Computer Vision–ECCV 2020: 16th European Conference, August 23–28, 2020 , Proceedings, Part I 16 . Springer, Glasgow, UK, 213–229. Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko. 2020. End-to-end object detection with transformers. In Computer Vision–ECCV 2020: 16th European Conference, August 23–28, 2020, Proceedings, Part I 16. Springer, Glasgow, UK, 213–229.

5. Audio-visual localization with hierarchical topographic maps: Modeling the superior colliculus

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