JunwenBai / C-GMVAELinks
C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification
☆55Updated 2 years ago
Alternatives and similar repositories for C-GMVAE
Users that are interested in C-GMVAE are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation for Gromov-Wasserstein Autoencoders (GWAE)☆42Updated 2 years ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆121Updated last year
- Keypoint-Guided Optimal Transport (NeurIPS 2022)☆25Updated 2 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆83Updated 4 years ago
- Papers, codes, datasets, researchers on information bottleneck☆55Updated last year
- Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering☆52Updated 2 years ago
- Self-Supervised Learning for Deep Clustering (TPAMI 2022)☆112Updated 2 years ago
- Weakly Supervised Contrastive Learning☆43Updated 3 years ago
- MLTI for ICLR 2022☆30Updated 3 years ago
- Linxiao Yang, Ngai-Man Cheung, Jiaying Li, and Jun Fang, "Deep Clustering by Gaussian Mixture Variational Autoencoders with Graph Embeddi…☆52Updated 5 years ago
- A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)☆39Updated 4 years ago
- A PyTorch implementation of the Variational approach for PU learning☆30Updated 4 years ago
- Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"☆230Updated 2 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆37Updated 2 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆46Updated 3 years ago
- This repository holds the code for the paper "Deep Conditional Gaussian Mixture Model forConstrained Clustering".☆34Updated 3 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 2 years ago
- Implementation of Multi-View Information Bottleneck☆132Updated 5 years ago
- InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models☆34Updated 6 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Updated 2 years ago
- Learning Autoencoders with Relational Regularization☆46Updated 4 years ago
- PyTorch implementation of Dist-PU (CVPR 2022)☆27Updated 3 years ago
- ☆32Updated 4 years ago
- C-Mixup for NeurIPS 2022☆73Updated last year
- [ICLR 2023 (Spotlight)] Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation☆39Updated last year
- Evidential Deep Learning in PyTorch