Search Results for author: Ce Wang

Found 7 papers, 2 papers with code

FHDe²Net: Full High Definition Demoireing Network

no code implementations ECCV 2020 Bin He, Ce Wang, Boxin Shi, Ling-Yu Duan

Frequency aliasing in the digital capture of display screens leads to the moir´e pattern, appearing as stripe-shaped distortions in images.

Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation

no code implementations9 Mar 2021 Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou

More importantly, we show that using such a sinogram extrapolation module significantly improves the generalization capability of the model on unseen datasets (e. g., COVID-19 and LIDC datasets) when compared to existing approaches.

Computed Tomography (CT)

Recursive Training for Zero-Shot Semantic Segmentation

no code implementations26 Feb 2021 Ce Wang, Moshiur Farazi, Nick Barnes

We propose a recursive training scheme to supervise the retraining of a semantic segmentation model for a zero-shot setting using a pseudo-feature representation.

Semantic Segmentation

First image then video: A two-stage network for spatiotemporal video denoising

1 code implementation2 Jan 2020 Ce Wang, S. Kevin Zhou, Zhiwei Cheng

This two-stage network, when trained in an end-to-end fashion, yields the state-of-the-art performances on the video denoising benchmark Vimeo90K dataset in terms of both denoising quality and computation.

Image Denoising Optical Flow Estimation +1

Label-Removed Generative Adversarial Networks Incorporating with K-Means

no code implementations19 Feb 2019 Ce Wang, Zhangling Chen, Kun Shang

Generative Adversarial Networks (GANs) have achieved great success in generating realistic images.

Metric Learning

Emergent Quantum Mechanics in an Introspective Machine Learning Architecture

no code implementations30 Jan 2019 Ce Wang, Hui Zhai, Yi-Zhuang You

Can physical concepts and laws emerge in a neural network as it learns to predict the observation data of physical systems?

Disordered Systems and Neural Networks Quantum Physics

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