auto-encoder
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Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
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Jul 5, 2023 - Python
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…
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Dec 26, 2023 - Python
Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
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Jun 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.
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Dec 8, 2022 - Python
Anomaly detection tutorial on univariate time series with an auto-encoder
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Mar 19, 2021 - Jupyter Notebook
Experiments on unsupervised point cloud reconstruction.
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Jun 11, 2022 - Python
CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description
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Mar 24, 2023 - Python
Implementation of a 3D Face Generative Model
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Oct 17, 2023 - Python
Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
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Oct 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
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Oct 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.
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Oct 19, 2024 - Python
Face enhancer - Denoising Auto Encoder by Tensorflow and Keras and skimage
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Mar 8, 2022 - Jupyter Notebook
[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
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Nov 22, 2024 - Jupyter Notebook
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.
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Apr 7, 2021 - Python
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
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Sep 15, 2020 - Python
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)
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Apr 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.
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May 2, 2024 - Jupyter Notebook
Programming assignments and labs from the TensorFlow Advanced Techniques Specialization offered by deeplearning.ai on Coursera.
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Apr 3, 2023 - Jupyter Notebook
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
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May 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.
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Sep 14, 2022 - Jupyter Notebook
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