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
  ☆59Updated last year
• QingyangZhang / QMF
  [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data
  ☆116Updated 7 months ago
• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆45Updated 2 years ago
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆226Updated 2 years ago
• 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
  ☆53Updated last year
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆18Updated 2 years ago
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆25Updated 2 months ago
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆34Updated 2 years ago
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆29Updated 6 months ago
• jiajunsi / RCML
  Reliable Conflictive Multi-view Learning
  ☆94Updated 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
  ☆98Updated 6 months ago
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆60Updated 2 years ago
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆64Updated last year
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆122Updated 2 years ago
• njustkmg / NeurIPS24-LFM
  ☆19Updated last year
• SY-Xuan / DSCL
  AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition
  ☆30Updated last year
• hbzju / SoLar
  Source code for NeurIPS 2022 paper SoLar
  ☆30Updated 2 years ago
• lihongcs / AGM
  [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".
  ☆28Updated 2 years ago
• wang-zhanyu / MSAT
  Source code for the paper "A Medical Semantic-Assisted Transformer for Radiographic Report Generation"
  ☆25Updated 2 years ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆44Updated last year
• Hzzone / TCL
  Twin Contrastive Learning with Noisy Labels (CVPR 2023)
  ☆74Updated 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"
  ☆70Updated 7 months ago
• GeWu-Lab / Certifiable-Robust-Multi-modal-Training
  A python implement for Certifiable Robust Multi-modal Training
  ☆19Updated 7 months ago
• xiemk / awesome-weakly-supervised-multi-label-learning
  ☆62Updated last year
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆21Updated last year
• konpanousis / ConceptDiscoveryModels
  This is the official implementation of the Concept Discovery Models paper.
  ☆15Updated 2 years ago
• pliang279 / PID
  [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
  ☆86Updated last year
• eddiexia98 / PaPi
  Code for "Towards Effective Visual Representations for Partial-Label Learning" in CVPR 2023.
  ☆24Updated 2 years ago