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Aitical/README.md

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

  • Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration ACM MM 24

  • 🚀 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

Pinned Loading

  1. Art Art Public

    [ACM MM 24] Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration

    Python

  2. MCLIR MCLIR Public

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

    32 3

  3. SSCSR SSCSR Public

    [ICME 24 Oral] Exploiting Self-Supervised Constraints in Image Super-Resolution

    6 1

  4. SCNet SCNet Public

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

    Python 64 7

  5. PCL-SISR PCL-SISR Public

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

    Python 25 2

  6. CFSR CFSR Public

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

    37 1