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#

auto-encoder

Here are 82 public repositories matching this topic...

Deep_White_Balance

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

  • UpdatedDec 26, 2023
  • Python

Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

  • UpdatedJun 27, 2024
  • Jupyter Notebook

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

  • UpdatedDec 8, 2022
  • Python

Anomaly detection tutorial on univariate time series with an auto-encoder

  • UpdatedMar 19, 2021
  • Jupyter Notebook

Experiments on unsupervised point cloud reconstruction.

  • UpdatedJun 11, 2022
  • Python

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

  • UpdatedMar 24, 2023
  • Python

Implementation of a 3D Face Generative Model

  • UpdatedOct 17, 2023
  • Python

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

  • UpdatedOct 29, 2022
  • Python

由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类st-dbscan做异常检测

  • UpdatedOct 23, 2019
  • Python

A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.

  • UpdatedOct 19, 2024
  • Python

Face enhancer‏ - Denoising Auto Encoder by Tensorflow and Keras and skimage

  • UpdatedMar 8, 2022
  • Jupyter Notebook

[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

  • UpdatedNov 22, 2024
  • Jupyter Notebook
monkey_caput

Custom PyTorch model (VGG-16 Auto-Encoder) and custom criterion (Local Aggregation) for image clustering. The repo contains elaborated creation of fungi image data using factory method.

  • UpdatedApr 7, 2021
  • Python

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation

  • UpdatedSep 15, 2020
  • Python

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)

  • UpdatedApr 8, 2019
  • Python

A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.

  • UpdatedMay 2, 2024
  • Jupyter Notebook

Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.

  • UpdatedApr 3, 2023
  • Jupyter Notebook

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

  • UpdatedMay 24, 2021
  • Python

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.

  • UpdatedSep 14, 2022
  • Jupyter Notebook

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