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Wuziyi616 avatar

Wuziyi616/IF-Defense

0
View on GitHub↗
67 stars·12 forks·Python·MIT·12 views

IF Defense

This repository is the official PyTorch implementation of IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration, where we study adversarial defense in 3D point cloud and propose an deep implicit function based defense method that achieves state-of-the-art (SOTA)…

Features

  • 3D Shape Analysis - Adversarial defense for point clouds using implicit functions.

Star history

Star history chart for wuziyi616/if-defenseStar history chart for wuziyi616/if-defense

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Frequently asked questions

What does wuziyi616/if-defense do?

This repository is the official PyTorch implementation of IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration, where we study adversarial defense in 3D point cloud and propose an deep implicit function based defense method that achieves state-of-the-art (SOTA)…

What are the main features of wuziyi616/if-defense?

The main features of wuziyi616/if-defense are: 3D Shape Analysis.

Which projects share features with wuziyi616/if-defense?

Projects with overlapping indexed features include: fpthink/pdgn — by Le Hui, Rui Xu, Jin Xie, Jianjun Qian, and Jian Yang, details are in paper. hansen7/occo — This repository is the official implementation of paper: "Unsupervised Point Cloud Pre-training via Occlusion… itailang/samplenet — Created by Itai Lang, Asaf Manor, and Shai Avidan from Tel Aviv University. lorenmt/shape-adaptor — This repository contains the source code to support the paper: Shape Adaptor: A Learnable Resizing Module, by Shikun… luost26/dmrdenoise — [Project Page] [Paper] [Code]. a2zadeh/variational-autodecoder.

Projects sharing features with IF Defense

These projects share indexed features with IF Defense. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • fpthink/pdgnfpthink avatar

    fpthink/PDGN

    28View on GitHub↗

    by Le Hui, Rui Xu, Jin Xie, Jianjun Qian, and Jian Yang, details are in paper.

    Python
    View on GitHub↗28
  • hansen7/occohansen7 avatar

    hansen7/OcCo

    239View on GitHub↗

    This repository is the official implementation of paper: "Unsupervised Point Cloud Pre-training via Occlusion Completion"

    Python
    View on GitHub↗239
  • itailang/samplenetitailang avatar

    itailang/SampleNet

    392View on GitHub↗

    Created by Itai Lang, Asaf Manor, and Shai Avidan from Tel Aviv University.

    Python
    View on GitHub↗392
  • a2zadeh/variational-autodecoderA

    A2Zadeh/Variational-Autodecoder

    0View on GitHub↗
    View on GitHub↗0
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