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08/10/2023
A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement
Underwater images often suffer from color distortion and low contrast re...
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08/10/2023
Towards General and Fast Video Derain via Knowledge Distillation
As a common natural weather condition, rain can obscure video frames and...
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08/09/2023
Histogram-guided Video Colorization Structure with Spatial-Temporal Connection
Video colorization, aiming at obtaining colorful and plausible results f...
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08/09/2023
Transmission and Color-guided Network for Underwater Image Enhancement
In recent years, with the continuous development of the marine industry,...
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11/08/2021
Triple-level Model Inferred Collaborative Network Architecture for Video Deraining
Video deraining is an important issue for outdoor vision systems and has...
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02/16/2021
A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization
In recent years, gradient-based methods for solving bi-level optimizatio...
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12/10/2020
Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision
In recent years, building deep learning models from optimization perspec...
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06/07/2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton
In recent years, a variety of gradient-based first-order methods have be...
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10/18/2019
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling
Properly modeling the latent image distributions always plays a key role...
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09/24/2019