Alternatives and similar repositories for Modal-Imbalance-PMR

Users that are interested in Modal-Imbalance-PMR 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
• YiLunLee / missing_aware_prompts
  Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23
  ☆214Updated last year
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆44Updated last year
• GeWu-Lab / Diagnosing_Relearning_ECCV2024
  The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024
  ☆26Updated last year
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆26Updated last month
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆31Updated last year
• GeWu-Lab / Certifiable-Robust-Multi-modal-Training
  A python implement for Certifiable Robust Multi-modal Training
  ☆18Updated 2 months ago
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆54Updated last year
• QingyangZhang / QMF
  Quality-aware multimodal fusion on ICML 2023
  ☆110Updated 2 months ago
• XLearning-SCU / 2024-ICLR-READ
  Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".
  ☆37Updated 8 months ago
• zihuixue / DynMM
  Code for the paper 'Dynamic Multimodal Fusion'
  ☆114Updated 2 years ago
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆56Updated last year
• GeWu-Lab / OGM-GE_CVPR2022
  The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)
  ☆279Updated 7 months ago
• njustkmg / NeurIPS24-LFM
  ☆13Updated 7 months ago
• lihongcs / AGM
  [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".
  ☆26Updated last year
• xu5zhao / BiCro
  ☆27Updated 2 years ago
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆113Updated 3 years ago
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆47Updated 7 months ago
• BaiShuanghao / Prompt-based-Distribution-Alignment
  [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation
  ☆71Updated 10 months ago
• QingyangZhang / CML
  offical implementation of "Calibrating Multimodal Learning" on ICML 2023
  ☆20Updated 2 years ago
• GeWu-Lab / awesome-balanced-multimodal-learning
  A curated list of balanced multimodal learning methods.
  ☆98Updated 3 weeks ago
• MarcLafon / gallop
  Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.
  ☆47Updated last month
• CFM-MSG / Code_URMF
  ☆34Updated 4 months ago
• huacong / ReconBoost
  ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement
  ☆25Updated 3 months ago
• HaoWang420 / Gradient-guided-Modality-Decoupling
  ☆20Updated 4 months ago
• Yinan-Xia / PDF
  [ICML 2024] Official implementation for "Predictive Dynamic Fusion."
  ☆62Updated 7 months ago
• wxxv / MoMKE
  Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024
  ☆31Updated 7 months ago
• MengShen0709 / bmmal
  [ACMMM 2023] BMMAL: Towards Balanced Active Learning for Multimodal Classification
  ☆15Updated last year
• shicaiwei123 / MMANet-CVPR2023
  offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning
  ☆39Updated last year
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆17Updated last year