Repositories list

• PyGRANSO

  Public
  PyGRANSO: A PyTorch-enabled port of GRANSO with auto-differentiation

  data-sciencemachine-learningcomputer-vision+ 3

  data-sciencemachine-learningcomputer-visiondeep-learningnumerical-optimizationmathematical-software

  Python

  •

  GNU Affero General Public License v3.0

  •6•42•7•1•Updated Feb 27, 2026Feb 27, 2026

• DMO

  Public
  Official implementation of "Exact Reformulation and Optimization for Binary Imbalanced Classification"

  Python

  •

  MIT License

  •0•4•1•0•Updated Jan 24, 2026Jan 24, 2026

• DMPlug

  Public
  This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).

  Python

  •7•75•3•0•Updated Sep 20, 2025Sep 20, 2025

• DIP_Watermark_Evasion_TMLR

  Public
  Python

  •0•3•0•0•Updated Jul 2, 2025Jul 2, 2025

• NCVX-Foundry

  Public
  Repository that will explore new aspects of our NCVX research

  Python

  •0•2•0•0•Updated Jun 9, 2025Jun 9, 2025

• NCVX_Documentation

  Public
  NCVX documentation page: https://ncvx.org

  Python

  •0•2•0•0•Updated Apr 17, 2025Apr 17, 2025

• Temporal-Consistent-Video-Restoration

  Public
  0•0•0•0•Updated Apr 8, 2025Apr 8, 2025

• dip_evasion_watermark

  Public
  0•0•0•0•Updated Feb 19, 2025Feb 19, 2025

• NCVX-Neural-Structural-Optimization

  Public
  Jupyter Notebook

  •0•5•0•1•Updated Dec 6, 2024Dec 6, 2024

• Deeplifting

  Public
  This repository delves into a research field we refer to as "deeplifting". Deeplifting merges the domains of deep learning and optimization, proposing a novel a…

  Jupyter Notebook

  •0•9•0•0•Updated Jul 28, 2024Jul 28, 2024

• Const_FL

  Public
  Offical git repo for "Federated Learning with Convex Global and Local Constraints" at TMLR'2024

  Python

  •

  MIT License

  •0•0•0•0•Updated Jun 12, 2024Jun 12, 2024

• TTL

  Public
  [BMVC'23 Oral] Offical repository of "Rethinking Transfer Learning for Medical Image Classification"

  Python

  •

  MIT License

  •0•1•1•0•Updated May 27, 2024May 27, 2024

• Early_Stopping_for_DIP

  Public
  Official Implementation of Early Stopping for Deep Image Prior (TMLR)

  Jupyter Notebook

  •

  MIT License

  •6•28•0•0•Updated May 19, 2024May 19, 2024

• sc_with_distshift

  Public
  Python

  •1•2•0•0•Updated May 10, 2024May 10, 2024

• Constrained-Deep-Learning-Survey

  Public
  Discover algorithms for deep learning under constraints.

  Jupyter Notebook

  •0•1•0•0•Updated Feb 8, 2024Feb 8, 2024

• federated-multi-modality-learning

  Public
  A multi-modality learning system for healthcare using federated learning

  Python

  •0•3•0•0•Updated Nov 25, 2023Nov 25, 2023

• PyGRANSO_adv_robustness

  Public
  This repo provides the implementation of the min- and max- form constrained optimziation problems in our paper [paper]

  Python

  •0•0•0•0•Updated Sep 4, 2023Sep 4, 2023

• Self-Validation

  Public
  Self-Validation: Early Stopping for Single-Instance Deep Generative Priors

  Python

  •

  MIT License

  •2•3•0•0•Updated Jun 20, 2023Jun 20, 2023

• Deep-Random-Projector

  Public
  Deep Random Projector: Accelerated Deep Image Prior

  Python

  •

  MIT License

  •2•17•1•0•Updated Jun 9, 2023Jun 9, 2023

• Blind-Image-Deblurring

  Public
  Blind Image Deblurring

  MIT License

  •1•4•5•0•Updated Aug 9, 2022Aug 9, 2022

• NCVX

  Public
  NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning

  data-sciencemachine-learningcomputer-vision+ 3

  data-sciencemachine-learningcomputer-visiondeep-learningoptimizationmathematical-software

  GNU Affero General Public License v3.0

  •2•37•0•0•Updated Jul 27, 2022Jul 27, 2022