Search Results for author: Xuemei Hu

Found 8 papers, 1 papers with code

Reconstruction-free Cascaded Adaptive Compressive Sensing

no code implementations CVPR 2024 Chenxi Qiu, Tao Yue, Xuemei Hu

A lightweight Score Network (ScoreNet) is proposed to directly determine the ACS allocation with previous CS measurements and a differentiable adaptive sampling module is proposed for end-to-end training.

Compressive Sensing Image Reconstruction

Adaptive and Cascaded Compressive Sensing

no code implementations21 Mar 2022 Chenxi Qiu, Tao Yue, Xuemei Hu

Scene-dependent adaptive compressive sensing (CS) has been a long pursuing goal which has huge potential in significantly improving the performance of CS.

Compressive Sensing

Fisher Information Guidance for Learned Time-of-Flight Imaging

no code implementations CVPR 2022 Jiaqu Li, Tao Yue, Sijie Zhao, Xuemei Hu

Indirect Time-of-Flight (ToF) imaging is widely applied in practice for its superiorities on cost and spatial resolution.

Distribution-Aware Adaptive Multi-Bit Quantization

no code implementations CVPR 2021 Sijie Zhao, Tao Yue, Xuemei Hu

In this paper, we explore the compression of deep neural networks by quantizing the weights and activations into multi-bit binary networks (MBNs).

Image Classification Quantization

Controlling the Rain: From Removal to Rendering

no code implementations CVPR 2021 Siqi Ni, Xueyun Cao, Tao Yue, Xuemei Hu

Existing rain image editing methods focus on either removing rain from rain images or rendering rain on rain-free images.

Continuous Control Rain Removal

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