Name: Vision & Optimization Group (VOG)
Type: User
Company: Dalian University of Technology
Bio: This is the Vision & Optimization Group (VOG) led by Prof. Risheng Liu of Dalian University of Technology.
Location: Dalian 116024, China.
Blog: https://vis-opt-group.github.io/People.html
Vision & Optimization Group (VOG) 's Projects
Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton"
Bi-level Optimization for Advanced Deep Learning
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
Code Repository for "GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining"
Code Repository for NeurIPS 2021 accepted paper, named "Torwards Gradient-based Bilevel Optimization with non-convex Followers and Beyond"
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy
PyTorch implementation of Optimistic Adam proposed in Training GANs with Optimism (https://arxiv.org/pdf/1711.00141.pdf)
README文件语法解读,即Github Flavored Markdown语法介绍
This is the official code for the paper "Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision"
[CVPR 2022] This is the official code for the paper "Toward Fast, Flexible, and Robust Low-Light Image Enhancement".
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis
Code for paper named "Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity"