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Hi there 👋

  • 🏫 I’m currently a 4th-year Ph.D. student at Harbin Institute of Technology. Supervised by Prof. Junjun Jiang.
  • 📔 I’m working on low-level vision problems, and representation learning.

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Research

  • 🚀 Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration AAAI`24

  • A Practical Contrastive Learning Framework for Single-Image Super-Resolution IEEE Transactions on Neural Networks and Learning Systems

  • Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution arXiv preprint

  • Fully 1x1 Convolutional Network for Lightweight Image Super-Resolution MIR 24

  • Exploring the Self-Supervised Constraints in Image Super-Resolution ICME 24 Oral

  • GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting CVPRW'22

  • No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML'23

  • Zero-Mean Regularized Spectral Contrastive Learning ICLR'24

Award

ICRA`23: RoboDepth: Robust Out-of-Distribution Depth Estimation, the 3rd in Track1, Innovative Prize in Track 2 Report

Academic Services

  • Conference Reviewer

    • ICML 2022
    • ICASSP 2022, 2023, 2024
    • ICME 2022, 2023, 2024
    • ICLR 2024
  • Journal Reviewer

    • TNNLS
    • TMM
    • TIP
    • TCSVT
    • Information Fusion

Gang Wu's Projects

active-passive-losses icon active-passive-losses

Code for ICML2020 paper [“Normalized Loss Functions for Deep Learning with Noisy Labels"] https://arxiv.org/abs/2006.13554

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

bilibilitool icon bilibilitool

.Net 5 编写的跨平台的B站(哔哩哔哩)任务工具,通过GitHub Actions实现每日线上自动运行任务:每日自动登录、观看、分享、投币视频,获取每日任务的满额经验,轻松升级Level 6,实现自动领取大会员权益、月底自动为自己充电等功能。

cfsr icon cfsr

Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

edsr-pytorch icon edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

mailtip icon mailtip

使用python自动发送邮件提交组会汇报、日常记录和作为备份

mclir icon mclir

[AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration

mmcv icon mmcv

Open MMLab Computer Vision Foundation

nmnet icon nmnet

A simple implementation of DL framework using numpy

pcl-sisr icon pcl-sisr

[TNNLS'23] A Practical Contrastive Learning Framework for Single Image Super-Resolution

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

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