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04/13/2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising
Transformer-based image denoising methods have achieved encouraging resu...
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03/24/2023
PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution
Stereo image super-resolution aims to boost the performance of image sup...
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02/21/2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN
In the past decade, convolutional neural networks (CNNs) have shown prom...
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12/29/2022
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network
Recently, great progress has been made in single-image super-resolution ...
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07/06/2022
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution
With the development of deep learning, single image super-resolution (SI...
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06/26/2022
A C^0 finite element approximation of planar oblique derivative problems in non-divergence form
This paper proposes a C^0 (non-Lagrange) primal finite element approxima...
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04/29/2022
Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation
Single image denoising (SID) has achieved significant breakthroughs with...
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04/28/2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer
Single-image super-resolution (SISR) has achieved significant breakthrou...
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04/19/2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution
Recently, deep convolution neural networks (CNNs) steered face super-res...
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12/16/2021
Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution
Convolutional neural networks based single-image super-resolution (SISR)...
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09/02/2021
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation
Real-time semantic segmentation, which can be visually understood as the...
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08/11/2021
Auxiliary Space Preconditioners for C^0 Finite Element Approximation of Hamilton–Jacobi–Bellman Equations with Cordes Coefficients
In the past decade, there are many works on the finite element methods f...
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03/26/2021
Leaning Compact and Representative Features for Cross-Modality Person Re-Identification
This paper pays close attention to the cross-modality visible-infrared p...
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03/25/2021
Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition
Cross-resolution face recognition (CRFR), which is important in intellig...
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03/25/2021
JDSR-GAN: Constructing A Joint and Collaborative Learning Network for Masked Face Super-Resolution
With the growing importance of preventing the COVID-19 virus, face image...
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03/24/2021
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation
In recent years, how to strike a good trade-off between accuracy and inf...
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03/24/2021
Lightweight Image Super-Resolution with Multi-scale Feature Interaction Network
Recently, the single image super-resolution (SISR) approaches with deep ...
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07/20/2020
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Learning to generate natural scenes has always been a daunting task in c...
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05/07/2019