BIGDATA 2023, IEEE International Conference on Big Data, 15-18 December 2023, Sorrento, Italy
Multi-view observations potentially offer a more comprehensive understanding of real-world phenomena compared to observations acquired from a single viewpoint. Existing models that utilize multi-view data often consider that all views are available during inference, but this assumption may not hold in practical scenarios. To address this limitation, we introduce MVLD, a novel method that, by employing a deterministic autoencoder and a score-based diffusion model, is capable of imputing missing views. We finally envision MVLD being used in a communication system for image transmission.
Type:
Conférence
City:
Sorrento
Date:
2023-12-15
Department:
Sécurité numérique
Eurecom Ref:
7568
Copyright:
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