maxjcohen / vqvaeLinks
VQ-VAE implementation in pytorch, supporting EMA and Gumbel trainings. Applicable for images and time series.
☆11Updated 3 years ago
Alternatives and similar repositories for vqvae
Users that are interested in vqvae are comparing it to the libraries listed below
Sorting:
- Categorical Variational Auto-encoders in PyTorch☆22Updated 4 years ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆20Updated 6 months ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆12Updated 5 years ago
- Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).☆31Updated 3 years ago
- Official code for ICML 2020 paper "Variational Bayesian Quantization"☆24Updated 2 years ago
- Public repository for "DCT-Former: Efficient Self-Attention withDiscrete Cosine Transform"☆19Updated 2 years ago
- ☆17Updated 2 years ago
- Noise Contrastive Estimation (NCE) in PyTorch☆31Updated 7 months ago
- Featurized Density Ratio Estimation☆20Updated 4 years ago
- VAE with Attention Mechanism for a more powerful representation of interactions☆21Updated 6 years ago
- PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution☆211Updated 7 years ago
- Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"☆39Updated 5 years ago
- Deep Learning Model for Signal Data☆91Updated 5 years ago
- A Pytorch Lightning WGAN-gp to generate faces☆11Updated 4 years ago
- A PyTorch Implementation of Density Estimation Using Real NVP☆78Updated 4 years ago
- A collection of easy to understand diffusion model implementations in Pytorch.☆11Updated 2 years ago
- ☆13Updated last year
- [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…☆15Updated 3 years ago
- Some teaching materials about MIMO in Communications.☆19Updated 4 years ago
- A Tensorflow implementation of the paper https://arxiv.org/pdf/1803.07710.pdf☆14Updated 6 years ago
- Mutual Information Neural Entropic Estimation☆26Updated 2 years ago
- ☆32Updated 3 years ago
- Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent☆19Updated last year
- Low-rank Matrix Completion using Alternating Minimization☆23Updated 7 years ago
- An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"☆22Updated 2 years ago
- Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises☆15Updated 11 months ago
- [Not Official] Implementation Deep Comple Networks and Plug-in module (e.g. Neural Preprocessing Layer, ICLR 2018)☆64Updated last year
- (FTML 2021) Official implementation of Dynamical VAEs☆232Updated 2 years ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆31Updated last month
- Code for the paper "Disentangled Generative Models for Robust Prediction of System Dynamics"☆14Updated 2 years ago