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Vision & Optimization Group (VOG) 's Projects

bda icon bda

Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton"

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Bi-level Optimization for Advanced Deep Learning

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Bilevel Optimization Library in Python for Multi-Task and Meta Learning

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Code Repository for "GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining"

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Code Repository for NeurIPS 2021 accepted paper, named "Torwards Gradient-based Bilevel Optimization with non-convex Followers and Beyond"

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Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy

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PyTorch implementation of Optimistic Adam proposed in Training GANs with Optimism (https://arxiv.org/pdf/1711.00141.pdf)

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README文件语法解读,即Github Flavored Markdown语法介绍

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This is the official code for the paper "Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision"

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[CVPR 2022] This is the official code for the paper "Toward Fast, Flexible, and Robust Low-Light Image Enhancement".

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Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis

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Code for paper named "Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity"

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