Alternatives and similar repositories for mmvaeplus:

Users that are interested in mmvaeplus are comparing it to the libraries listed below

• gabinsane / multimodal-vae-comparison
  Code for comparison of multimodal VAE models
  ☆28Updated 11 months ago
• pliang279 / FactorCL
  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
  ☆66Updated last year
• imantdaunhawer / multimodal-contrastive-learning
  [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"
  ☆31Updated last year
• pliang279 / PID
  [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
  ☆70Updated 4 months ago
• iffsid / mmvae
  Multimodal Mixture-of-Experts VAE
  ☆198Updated last year
• mhw32 / multimodal-vae-public
  A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)
  ☆157Updated 6 years ago
• mengmenm / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆99Updated 2 years ago
• thomassutter / mmjsd
  Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence
  ☆18Updated 2 years ago
• chl8856 / DeepIMV
  A Variational Information Bottleneck Approach to Multi-Omics Data Integration
  ☆22Updated 3 years ago
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆28Updated 2 months ago
• JakobHavtorn / hvae-oodd
  Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"
  ☆30Updated 3 years ago
• JunwenBai / C-GMVAE
  C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification
  ☆48Updated last year
• connorlee77 / pytorch-mutual-information
  Mutual Information in Pytorch
  ☆108Updated last year
• isjakewong / InfoDiffusion
  InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
  ☆25Updated this week
• alawryaguila / multi-view-AE
  Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.
  ☆50Updated 7 months ago
• vios-s / Diff-SCM
  Code for Diff-SCM paper
  ☆94Updated last year
• CherBass / ICAM
  ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
  ☆53Updated 2 years ago
• mfederici / Multi-View-Information-Bottleneck
  Implementation of Multi-View Information Bottleneck
  ☆131Updated 4 years ago
• TencentAILabHealthcare / mmdynamics
  ☆66Updated 3 months ago
• marksgraham / ddpm-ood
  Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"
  ☆48Updated 9 months ago
• thomassutter / MoPoE
  Code release for ICLR 2021 paper "Generalised Multimodal ELBO"
  ☆37Updated 2 years ago
• han-liu / awesome-missing-modality-for-medical-images
  A comprehensive review of techniques to address the missing-modality problem for medical images
  ☆41Updated 2 months ago
• nyukat / greedy_multimodal_learning
  Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
  ☆27Updated 2 years ago
• martinmamql / relative_predictive_coding
  Project page for paper Self-supervised Representation Learning with Relative Predictive Coding
  ☆17Updated 3 years ago
• claying / OTK
  A Pytorch implementation of the optimal transport kernel embedding
  ☆114Updated 4 years ago
• davidsvy / hard-negative-mixing
  An unofficial PyTorch implementation of the NeurIPS 2020 paper Hard Negative Mixing for Contrastive Learning.
  ☆14Updated 2 years ago
• danielgreenfeld3 / XIC
  Robust Learning with the Hilbert-Schmidt Independence Criterion
  ☆44Updated 4 years ago
• ysharma1126 / ssl_identifiability
  Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
  ☆51Updated 3 years ago
• nerdslab / myow
  PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
  ☆31Updated 3 years ago
• pliang279 / factorized
  [ICLR 2019] Learning Factorized Multimodal Representations
  ☆67Updated 4 years ago