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04/26/2023
PVP: Pre-trained Visual Parameter-Efficient Tuning
Large-scale pre-trained transformers have demonstrated remarkable succes...
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01/29/2023
Towards Vision Transformer Unrolling Fixed-Point Algorithm: a Case Study on Image Restoration
The great success of Deep Neural Networks (DNNs) has inspired the algori...
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08/27/2022
Multi-Outputs Is All You Need For Deblur
Image deblurring task is an ill-posed one, where exists infinite feasibl...
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06/04/2019
Visual Tree Convolutional Neural Network in Image Classification
In image classification, Convolutional Neural Network(CNN) models have a...
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02/26/2019
IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition
Effective spatiotemporal feature representation is crucial to the video-...
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02/14/2019
Exploring Frame Segmentation Networks for Temporal Action Localization
Temporal action localization is an important task of computer vision. Th...
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07/17/2018
Learning Generic Diffusion Processes for Image Restoration
Image restoration problems are typical ill-posed problems where the regu...
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08/10/2017
Exploring Temporal Preservation Networks for Precise Temporal Action Localization
Temporal action localization is an important task of computer vision. Th...
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02/24/2017
Learning Non-local Image Diffusion for Image Denoising
Image diffusion plays a fundamental role for the task of image denoising...
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09/21/2016