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
  ☆54Updated 9 months ago
• QingyangZhang / QMF
  Quality-aware multimodal fusion on ICML 2023
  ☆110Updated 2 months ago
• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆39Updated 2 years ago
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆214Updated last year
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆26Updated last month
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆47Updated 7 months ago
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆31Updated last year
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆44Updated last year
• jiajunsi / RCML
  Reliable Conflictive Multi-view Learning
  ☆85Updated last year
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆17Updated last year
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆114Updated 2 years ago
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆20Updated 4 months ago
• Hzzone / TCL
  Twin Contrastive Learning with Noisy Labels (CVPR 2023)
  ☆70Updated 2 years ago
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆54Updated last year
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆37Updated 8 months ago
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆113Updated 3 years ago
• Gank0078 / ACR
  Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)
  ☆71Updated 2 years ago
• njustkmg / NeurIPS24-LFM
  ☆13Updated 7 months ago
• Vincent-ZHQ / UniS-MMC
  Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)
  ☆36Updated last year
• GingL / CMPA
  ☆15Updated 2 years ago
• Harvard-Ophthalmology-AI-Lab / FairCLIP
  [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
  ☆88Updated last month
• UNITES-Lab / Flex-MoE
  [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"
  ☆58Updated 2 months ago
• hbzju / SoLar
  Source code for NeurIPS 2022 paper SoLar
  ☆29Updated last year
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆56Updated last year
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆20Updated 10 months ago
• MarcLafon / gallop
  Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.
  ☆47Updated last month
• GeWu-Lab / Diagnosing_Relearning_ECCV2024
  The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024
  ☆26Updated last year
• SY-Xuan / DSCL
  AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition
  ☆32Updated last year
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆28Updated 7 months ago
• zihuixue / MFH
  [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
  ☆45Updated 2 years ago