Alternatives and similar repositories for CML

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

• QingyangZhang / QMF
  [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data
  ☆115Updated 6 months ago
• GeWu-Lab / Valuate-and-Enhance-Multimodal-Cooperation
  The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024
  ☆59Updated last year
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆54Updated last year
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆50Updated last year
• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆43Updated 2 years ago
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆226Updated 2 years ago
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆29Updated 5 months ago
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆16Updated last year
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆34Updated 2 years ago
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆25Updated 2 months ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆44Updated last year
• jiajunsi / RCML
  Reliable Conflictive Multi-view Learning
  ☆94Updated last year
• njustkmg / NeurIPS24-LFM
  ☆19Updated 11 months ago
• dorothy-yao / drfuse
  DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)
  ☆59Updated last year
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆64Updated last year
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆118Updated 3 years ago
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆121Updated 2 years ago
• Harvard-Ophthalmology-AI-Lab / FairCLIP
  [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
  ☆96Updated 5 months ago
• Hzzone / TCL
  Twin Contrastive Learning with Noisy Labels (CVPR 2023)
  ☆73Updated 2 years ago
• UNITES-Lab / Flex-MoE
  [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"
  ☆69Updated 7 months ago
• GeWu-Lab / Diagnosing_Relearning_ECCV2024
  The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024
  ☆28Updated last year
• Raina-Xin / I2MoE
  [ICML 2025] I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts.
  ☆56Updated 7 months ago
• Han-Zongbo / TMC
  The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]
  ☆274Updated last year
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆59Updated 2 years ago
• lihongcs / AGM
  [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".
  ☆27Updated last year
• Vincent-ZHQ / UniS-MMC
  Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)
  ☆38Updated last year
• taco-group / DecAlign
  A novel cross-modal decoupling and alignment framework for multimodal representation learning.
  ☆41Updated last week
• shicaiwei123 / MMANet-CVPR2023
  offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning
  ☆45Updated last year
• hbzju / SoLar
  Source code for NeurIPS 2022 paper SoLar
  ☆30Updated 2 years ago
• zihuixue / MFH
  [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
  ☆46Updated 2 years ago