Alternatives and similar repositories for CML

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

• GeWu-Lab / Valuate-and-Enhance-Multimodal-Cooperation
  The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024
  ☆58Updated last year
• QingyangZhang / QMF
  [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data
  ☆113Updated 5 months ago
• 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
  ☆42Updated 2 years ago
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆53Updated 11 months ago
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆226Updated 2 years ago
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆16Updated last year
• jiajunsi / RCML
  Reliable Conflictive Multi-view Learning
  ☆91Updated last year
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆33Updated 2 years ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆44Updated 11 months ago
• njustkmg / NeurIPS24-LFM
  ☆19Updated 10 months ago
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆29Updated 5 months ago
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆25Updated last month
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆21Updated last year
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆63Updated last year
• Hzzone / TCL
  Twin Contrastive Learning with Noisy Labels (CVPR 2023)
  ☆72Updated 2 years ago
• SY-Xuan / DSCL
  AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition
  ☆30Updated last year
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆59Updated 2 years ago
• GeWu-Lab / Diagnosing_Relearning_ECCV2024
  The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024
  ☆28Updated last year
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆118Updated 3 years ago
• Harvard-Ophthalmology-AI-Lab / FairCLIP
  [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
  ☆96Updated 4 months ago
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆121Updated 2 years ago
• gaojingsheng / LAMM
  Code and Dataset for the paper "LAMM: Label Alignment for Multi-Modal Prompt Learning" AAAI 2024
  ☆33Updated last year
• hbzju / SoLar
  Source code for NeurIPS 2022 paper SoLar
  ☆29Updated last year
• ShikunLi / Sel-CL
  CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels
  ☆95Updated 3 years ago
• richard-peng-xia / HGCLIP
  [COLING'25] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
  ☆43Updated last year
• MarcLafon / gallop
  Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.
  ☆49Updated 5 months ago
• wxxv / MoMKE
  Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024
  ☆37Updated 11 months ago
• changchunli / PLSP
  ☆12Updated 3 years ago
• shicaiwei123 / MMANet-CVPR2023
  offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning
  ☆45Updated last year