Search Results for author: Yixiao Yang

Found 5 papers, 2 papers with code

Single-shot Phase Retrieval from a Fractional Fourier Transform Perspective

no code implementations18 Nov 2023 Yixiao Yang, Ran Tao, Kaixuan Wei, Jun Shi

The realm of classical phase retrieval concerns itself with the arduous task of recovering a signal from its Fourier magnitude measurements, which are fraught with inherent ambiguities.

Retrieval

Dynamic Proximal Unrolling Network for Compressive Imaging

no code implementations23 Jul 2021 Yixiao Yang, Ran Tao, Kaixuan Wei, Ying Fu

In this paper, a dynamic proximal unrolling network (dubbed DPUNet) was proposed, which can handle a variety of measurement matrices via one single model without retraining.

Compressive Sensing Rolling Shutter Correction

Integrating Large Circular Kernels into CNNs through Neural Architecture Search

1 code implementation6 Jul 2021 Kun He, Chao Li, Yixiao Yang, Gao Huang, John E. Hopcroft

We first propose a simple yet efficient implementation of the convolution using circular kernels, and empirically show the significant advantages of large circular kernels over the counterpart square kernels.

Data Augmentation Neural Architecture Search

Single Image Reflection Removal through Cascaded Refinement

2 code implementations CVPR 2020 Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft

IBCLN is a cascaded network that iteratively refines the estimates of transmission and reflection layers in a manner that they can boost the prediction quality to each other, and information across steps of the cascade is transferred using an LSTM.

Community Detection Reflection Removal

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