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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
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
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
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
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
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Oct 29, 2022
Python
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
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
Implementation of a 3D Face Generative Model
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Oct 17, 2023
Python
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)
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Apr 8, 2019
Python
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation
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Sep 15, 2020
Python
2020 Spring Fudan University Machine Learning Course HW by prof. Chen Qin. 复旦大学大数据学院2020年春季课程-人工智能与机器学习(DATA620006)
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Feb 3, 2023
Python
Face enhancer - Denoising Auto Encoder by Tensorflow and Keras and skimage
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Mar 8, 2022
Jupyter Notebook
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
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Aug 30, 2020
Python
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
PyTorch Implementation of Self-Supervised Learning models
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Apr 25, 2021
Jupyter Notebook
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
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May 24, 2021
Python
A simple document and image search engine implemented in keras
Updated
Feb 22, 2018
Python
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