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A Collection of Variational Autoencoders (VAE) in PyTorch.
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
[CVPR2020] Adversarial Latent Autoencoders
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
State-of-the-art, simple, fast unbounded / large-scale NeRFs.
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
LibCity: An Open Library for Urban Spatial-temporal Data Mining
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Stable Diffusion implemented from scratch in PyTorch
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
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