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05/30/2023
A Unified Audio-Visual Learning Framework for Localization, Separation, and Recognition
The ability to accurately recognize, localize and separate sound sources...
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08/30/2022
A Closer Look at Weakly-Supervised Audio-Visual Source Localization
Audio-visual source localization is a challenging task that aims to pred...
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03/17/2022
Localizing Visual Sounds the Easy Way
Unsupervised audio-visual source localization aims at localizing visible...
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03/29/2021
Robust Audio-Visual Instance Discrimination
We present a self-supervised learning method to learn audio and video re...
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11/03/2020
Learning Representations from Audio-Visual Spatial Alignment
We introduce a novel self-supervised pretext task for learning represent...
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07/27/2020
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings
Image hash codes are produced by binarizing the embeddings of convolutio...
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07/20/2020
Solving Long-tailed Recognition with Deep Realistic Taxonomic Classifier
Long-tail recognition tackles the natural non-uniformly distributed data...
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04/27/2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement
We present a self-supervised learning approach to learn audio-visual rep...
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06/29/2019
NetTailor: Tuning the Architecture, Not Just the Weights
Real-world applications of object recognition often require the solution...
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09/07/2018
Self-Supervised Generation of Spatial Audio for 360 Video
We introduce an approach to convert mono audio recorded by a 360 video c...
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04/10/2017