Xincheng Yao's Projects
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
PyTorch implementation of CNNs for CIFAR dataset (97.71% on cifar10)
Pytorch Implementation for ICCV2023 paper: Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection
The code for the ECCV 2024 paper: Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection
Image augmentation for machine learning experiments.
This if for Medical 3D Voxel Classification in EE228
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A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
Pytorch Implementation for AAAI2023 paper: One-for-All: Proposal Masked Cross-Class Anomaly Detection
This is a repository for restoring my course-projects in sjtu EE courses.