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Florian Schiffers

2 accepted papers

2022

Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes

ICASSP 2022accepted

Generative Adversarial Networks (GANs) have shown promise in augmenting datasets and boosting convolutional neural network (CNN) performance on image classification tasks. But they introduce more hyperparameters to tune as well as the need for additional time and computational power to train, supple…

Cited by 0SourceScholar
2021

SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video

ICCV 2021poster

Light-field (LF) imaging is appealing to the mobile devices market because of its capability for intuitive post-capture processing. Acquiring LF data with high angular, spatial and temporal resolution poses significant challenges, especially with space constraints preventing bulky optics. At the sam…

Cited by 8PDFcodeScholar