ralphc1212 Goto Github PK
Type: User
Company: McGill University
Bio: Postdoc in CS. Probabilistic deep learning for medical images, embedded AI, data engineering, etc.
Type: User
Company: McGill University
Bio: Postdoc in CS. Probabilistic deep learning for medical images, embedded AI, data engineering, etc.
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Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.
Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023
Pytorch implementation of Block Neural Autoregressive Flow
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.
Autoencoder for Point Clouds
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
A Collection of Variational Autoencoders (VAE) in PyTorch.
PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
Code for Retrieval-Augmented Multiple Instance Learning (RAM-MIL).
PyTorch (0.40) implementation of SiamFC
1-D Toy Diffusion model written in pure Pytorch
Minimalist implementation of VQ-VAE in Pytorch
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Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.