Time-multiplexed Neural Holography: A flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators

no code implementations • 5 May 2022 • Suyeon Choi, Manu Gopakumar, YiFan, Peng, Jonghyun Kim, Matthew O'Toole, Gordon Wetzstein

Holographic near-eye displays offer unprecedented capabilities for virtual and augmented reality systems, including perceptually important focus cues.

Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data

1 code implementation • 17 Feb 2020 • Charles H. Martin, Tongsu, Peng, Michael W. Mahoney

We find that norm based metrics correlate well with reported test accuracies for well-trained models, but that they often cannot distinguish well-trained versus poorly-trained models.

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

1 code implementation • 10 Jun 2019 • Peng, Daifeng; Zhang, Yongjun; Guan, Haiyan.

To address the above-mentioned issues, a novel end-to-end CD method is proposed based on an effective encoder-decoder architecture for semantic segmentation named UNet++, where change maps could be learned from scratch using available annotated datasets.

Change Detection Change detection for remote sensing images +2