Alternatives and similar repositories for CML

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

• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆42Updated 2 years ago
• GeWu-Lab / Valuate-and-Enhance-Multimodal-Cooperation
  The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024
  ☆57Updated last year
• QingyangZhang / QMF
  [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data
  ☆112Updated 4 months ago
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆52Updated 10 months ago
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆48Updated last year
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆223Updated last year
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆33Updated 2 years ago
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆16Updated last year
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆24Updated last week
• hbzju / SoLar
  Source code for NeurIPS 2022 paper SoLar
  ☆29Updated last year
• jiajunsi / RCML
  Reliable Conflictive Multi-view Learning
  ☆89Updated last year
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆29Updated 4 months ago
• njustkmg / NeurIPS24-LFM
  ☆18Updated 9 months ago
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆115Updated 3 years ago
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆117Updated 2 years ago
• Harvard-Ophthalmology-AI-Lab / FairCLIP
  [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
  ☆92Updated 4 months ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆44Updated 10 months ago
• GeWu-Lab / Diagnosing_Relearning_ECCV2024
  The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024
  ☆27Updated last year
• Yikai-Wang / SPR-LNL
  This is the official repo for our CVPR22 paper: Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels.
  ☆19Updated last year
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆59Updated last year
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆21Updated last year
• ShikunLi / Sel-CL
  CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels
  ☆95Updated 3 years ago
• Han-Zongbo / TMC
  The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]
  ☆270Updated last year
• UNITES-Lab / Flex-MoE
  [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"
  ☆67Updated 5 months ago
• Hzzone / TCL
  Twin Contrastive Learning with Noisy Labels (CVPR 2023)
  ☆71Updated 2 years ago
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆28Updated 10 months ago
• wang-zhanyu / MSAT
  Source code for the paper "A Medical Semantic-Assisted Transformer for Radiographic Report Generation"
  ☆25Updated 2 years ago
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆61Updated last year
• GeWu-Lab / Certifiable-Robust-Multi-modal-Training
  A python implement for Certifiable Robust Multi-modal Training
  ☆18Updated 4 months ago
• TencentAILabHealthcare / mmdynamics
  ☆74Updated 11 months ago