Alternatives and similar repositories for PID

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

• pliang279 / FactorCL
  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
  ☆74Updated 2 years ago
• pliang279 / MultiViz
  [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models
  ☆99Updated last year
• nyukat / greedy_multimodal_learning
  Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
  ☆30Updated 3 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
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆28Updated last year
• xiaobai1217 / Unseen-Modality-Interaction
  This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"
  ☆18Updated 2 years ago
• Trustworthy-ML-Lab / Label-free-CBM
  [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…
  ☆129Updated last year
• ys-zong / awesome-self-supervised-multimodal-learning
  [T-PAMI] A curated list of self-supervised multimodal learning resources.
  ☆274Updated last year
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆64Updated last year
• mertyg / post-hoc-cbm
  Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
  ☆89Updated last year
• zihuixue / MFH
  [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
  ☆46Updated 2 years ago
• YueYANG1996 / LaBo
  CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
  ☆105Updated last year
• deep-real / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆118Updated 3 years ago
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆53Updated last year
• DDVD233 / CLIMB
  ☆73Updated 6 months ago
• rajesh-lab / symile
  Symile is a flexible, architecture-agnostic contrastive loss that enables training modality-specific representations for any number of mo…
  ☆46Updated 10 months ago
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆60Updated 2 years ago
• aaronhan223 / FuseMoE
  Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24
  ☆31Updated 3 months ago
• Weixin-Liang / Modality-Gap
  Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
  ☆168Updated 3 years ago
• Harvard-Ophthalmology-AI-Lab / FairCLIP
  [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning
  ☆98Updated 6 months ago
• QingyangZhang / CML
  offical implementation of "Calibrating Multimodal Learning" on ICML 2023
  ☆20Updated 2 years ago
• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆45Updated 2 years ago
• divyam3897 / I2M2
  I2M2: Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning (NeurIPS 2024)
  ☆22Updated last year
• GeWu-Lab / Certifiable-Robust-Multi-modal-Training
  A python implement for Certifiable Robust Multi-modal Training
  ☆19Updated 7 months ago
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆34Updated 2 years ago
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆54Updated last year
• shicaiwei123 / ECCV2024-DMRNet
  Code for dmrnet
  ☆29Updated 6 months ago
• GeWu-Lab / Valuate-and-Enhance-Multimodal-Cooperation
  The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024
  ☆59Updated last year
• TencentAILabHealthcare / mmdynamics
  ☆72Updated last year
• mogvision / regbn
  ☆12Updated 2 years ago