RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Last update: Dec 12, 2022

Related tags

Deep Learning ripsnet

Overview

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

This repository contains the code asscoiated to this arXiv article.

tutorial.ipynb is a jupyter-notebook to run a small version of our experiments on a synthetic data set. It has been tested with Tensorflow version 2.5.0.
expes_synth_ucr.zip contains code and instructions for reproducing the full experiments on synthetic and UCR time series data sets.
expes_3Dshape.zip contains code and instructions for reproducing the full experiments on 3D shape data sets.

Owner

Felix Hensel

Postdoc in Machine Learning and TDA PhD in Mathematics

GitHub Repository

Video Frame Interpolation with Transformer (CVPR2022)

VFIformer Official PyTorch implementation of our CVPR2022 paper Video Frame Interpolation with Transformer Dependencies python = 3.8 pytorch = 1.8.0

63 Dec 16, 2022

Another pytorch implementation of FCN (Fully Convolutional Networks)

FCN-pytorch-easiest Trying to be the easiest FCN pytorch implementation and just in a get and use fashion Here I use a handbag semantic segmentation f

158 Dec 21, 2022

Learn about quantum computing and algorithm on quantum computing

quantum_computing this repo contains everything i learn about quantum computing and algorithm on quantum computing what is aquantum computing quantum

8 Dec 25, 2022

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily Abstract Graph Neural Networks (GNNs) are widely used on a

10 Dec 20, 2022

Bib-parser - Convenient script to parse .bib files with the ACM Digital Library like metadata

Bib Parser Convenient script to parse .bib files with the ACM Digital Library li

1 Jan 26, 2022

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Progressive Growing of GANs for Improved Quality, Stability, and Variation — Official TensorFlow implementation of the ICLR 2018 paper Tero Karras (NV

5.9k Jan 05, 2023

Adversarial Learning for Modeling Human Motion

Adversarial Learning for Modeling Human Motion This repository contains the open source code which reproduces the results for the paper: Adversarial l

6 Jun 15, 2021

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context This Repository contains the code on AVA of our ACM MM 2021 paper: LSTC: Boosting

9 Oct 11, 2022

Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"

Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models Abstract Many applications of generative models rely on the marginali

9 Jun 06, 2022

Deep Unsupervised 3D SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment.

(ACMMM 2021 Oral) SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment This repository shows two tasks: Face landmark detection and Fac

51 Dec 13, 2022

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

Bayesian Deep Learning for Manufacturing 2.0 (dlmfg) Object Shape Error Response (OSER) Digital Lifecycle Management - In Process Quality Improvement

30 Oct 31, 2022

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Related tags

Overview

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Owner

Felix Hensel

Video Frame Interpolation with Transformer (CVPR2022)

Another pytorch implementation of FCN (Fully Convolutional Networks)

Learn about quantum computing and algorithm on quantum computing

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Bib-parser - Convenient script to parse .bib files with the ACM Digital Library like metadata

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Adversarial Learning for Modeling Human Motion

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context

Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"

Deep Unsupervised 3D SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment.

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

SigOpt wrappers for scikit-learn methods

The challenge for Quantum Coalition Hackathon 2021

The personal repository of the work: DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer.

WRENCH: Weak supeRvision bENCHmark

Collect super-resolution related papers, data, repositories

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region

Unofficial implementation of PatchCore anomaly detection

Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.

Original Implementation of Prompt Tuning from Lester, et al, 2021

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Related tags

Overview

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

Owner

Felix Hensel

Video Frame Interpolation with Transformer (CVPR2022)

Another pytorch implementation of FCN (Fully Convolutional Networks)

Learn about quantum computing and algorithm on quantum computing

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Bib-parser - Convenient script to parse .bib files with the ACM Digital Library like metadata

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Adversarial Learning for Modeling Human Motion

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context

Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"

Deep Unsupervised 3D SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment.

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

SigOpt wrappers for scikit-learn methods

The challenge for Quantum Coalition Hackathon 2021

The personal repository of the work: *DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer*.

WRENCH: Weak supeRvision bENCHmark

Collect super-resolution related papers, data, repositories

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region

Unofficial implementation of PatchCore anomaly detection

Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.

Original Implementation of Prompt Tuning from Lester, et al, 2021

The personal repository of the work: DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer.