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
  ☆29Updated last year
• pliang279 / FactorCL
  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
  ☆66Updated last year
• vios-s / Diff-SCM
  Code for Diff-SCM paper
  ☆96Updated last year
• ysharma1126 / ssl_identifiability
  Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
  ☆51Updated 3 years ago
• iffsid / mmvae
  Multimodal Mixture-of-Experts VAE
  ☆202Updated last year
• danielgreenfeld3 / XIC
  Robust Learning with the Hilbert-Schmidt Independence Criterion
  ☆46Updated 4 years ago
• imantdaunhawer / multimodal-contrastive-learning
  [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"
  ☆32Updated 2 years ago
• namratadeka / circe
  Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)
  ☆21Updated 2 years ago
• thomassutter / mmjsd
  Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence
  ☆18Updated 2 years 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
• connorlee77 / pytorch-mutual-information
  Mutual Information in Pytorch
  ☆111Updated last year
• pliang279 / PID
  [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
  ☆73Updated 6 months ago
• chl8856 / DeepIMV
  A Variational Information Bottleneck Approach to Multi-Omics Data Integration
  ☆22Updated 4 years ago
• isjakewong / InfoDiffusion
  InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
  ☆27Updated 2 months ago
• JunwenBai / C-GMVAE
  C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification
  ☆49Updated last year
• marksgraham / ddpm-ood
  Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"
  ☆50Updated 11 months ago
• mhw32 / multimodal-vae-public
  A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)
  ☆159Updated 6 years ago
• alawryaguila / multi-view-AE
  Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.
  ☆52Updated 9 months ago
• nyukat / greedy_multimodal_learning
  Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
  ☆28Updated 2 years ago
• kaiwenzha / Rank-N-Contrast
  [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression
  ☆112Updated last year
• facebookresearch / directclr
  Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.
  ☆77Updated 2 years ago
• arobey1 / mbdg
  ☆36Updated 3 years ago
• chingyaoc / InfoOT
  [ICML2023] InfoOT: Information Maximizing Optimal Transport
  ☆40Updated 2 years ago
• MaHuanAAA / MoNIG
  Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.
  ☆41Updated last year
• boschresearch / GMM_DAE
  ☆20Updated 3 years ago
• gulnazaki / counterfactual-benchmark
  Benchmark study of quality and faithfulness of counterfactual image generation
  ☆23Updated last week
• MehdiZouitine / Learning-Disentangled-Representations-via-Mutual-Information-Estimation
  Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)
  ☆78Updated 3 years ago
• is0383kk / Dirichlet-VAE
  Dirichlet-Variational Auto-Encoder by PyTorch
  ☆22Updated 2 years ago
• addtt / ladder-vae-pytorch
  Ladder Variational Autoencoders (LVAE) in PyTorch
  ☆91Updated 4 years ago
• Ending2015a / toy_gradlogp
  Some toy examples of score matching algorithms written in PyTorch
  ☆48Updated 3 years ago