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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

amortized-approximation-of-induced-distribution

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

bagan

Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.

bayes-mil

Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023

bits_ensemble

bitsensemble

bnaf

Pytorch implementation of Block Neural Autoregressive Flow

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

csrnet-pytorch

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

pointnet-autoencoder

Autoencoder for Point Clouds

probabilistic-unet-pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

quantorch

PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"

ram-mil

Code for Retrieval-Augmented Multiple Instance Learning (RAM-MIL).

siamfc-pytorch

PyTorch (0.40) implementation of SiamFC

starter-academic

starter-blog

toydiffusion

1-D Toy Diffusion model written in pure Pytorch

variational_nested_dropout

vq-vae

Minimalist implementation of VQ-VAE in Pytorch