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mclir's Introduction

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.

Hits WeChat

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

mclir's People

Contributors

aitical avatar

Stargazers

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Watchers

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mclir's Issues

代码

请问什么时候会提供完整的训练代码呢

ema更新

负模型的更新是指在模型权重上进行加权融合吗?还是负模型的生成样本上进行加权融合

Settings of the hyperparameters

would you plz tell me the settings of the hyperparameters lambdaupdate_setps and the updating weight of EMA?

thx for ur contribution!

开源

很棒的工作,期待作者尽快开源代码!

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