pliang279 / PID

Related projects ⓘ

Alternatives and complementary repositories for PID

• pliang279 / FactorCL
  [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
  ☆60Updated 11 months ago
• pliang279 / MultiViz
  [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models
  ☆90Updated 2 months ago
• miguelsvasco / gmc
  Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)
  ☆26Updated 2 years ago
• nyukat / greedy_multimodal_learning
  Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
  ☆27Updated 2 years ago
• GeWu-Lab / MMPareto_ICML2024
  The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024
  ☆34Updated 4 months ago
• Weixin-Liang / Modality-Gap
  Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
  ☆123Updated 2 years ago
• YingWANGG / M2IB
  Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution
  ☆37Updated 7 months ago
• mogvision / regbn
  ☆10Updated 10 months ago
• Annusha / temperature_schedules
  Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)
  ☆18Updated last year
• PKU-ML / CLIP-Help-SimCLR
  Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning
  ☆25Updated 11 months ago
• fanyunfeng-bit / Modal-Imbalance-PMR
  PMR: Prototypical Modal Rebalance for Multimodal Learning
  ☆30Updated last year
• YueYANG1996 / LaBo
  CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
  ☆80Updated 5 months ago
• GeWu-Lab / Valuate-and-Enhance-Multimodal-Cooperation
  The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024
  ☆39Updated this week
• mdswyz / IMDer
  An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)
  ☆43Updated 11 months ago
• mengmenm / SMIL
  Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)
  ☆91Updated 2 years ago
• richard-peng-xia / CARES
  [NeurIPS'24 & ICMLW'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
  ☆56Updated last month
• huaxiuyao / LISA
  LISA for ICML 2022
  ☆47Updated last year
• PKU-ML / non_neg
  Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning
  ☆36Updated 6 months ago
• Wuyxin / DISC
  Discover and Cure: Concept-aware Mitigation of Spurious Correlation (ICML 2023)
  ☆40Updated 6 months ago
• QingyangZhang / awesome-low-quality-multimodal-learning
  ☆30Updated 6 months ago
• young-geng / m3ae_public
  Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation
  ☆100Updated 7 months ago
• QingyangZhang / CML
  offical implementation of "Calibrating Multimodal Learning" on ICML 2023
  ☆19Updated last year
• changdaeoh / multimodal-mixup
  Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"
  ☆28Updated last month
• pliang279 / HighMMT
  [TMLR 2022] High-Modality Multimodal Transformer
  ☆107Updated last week
• yuhui-zh15 / drml
  Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
  ☆32Updated last year
• YugeTen / adios
  ☆63Updated 2 years ago
• konpanousis / ConceptDiscoveryModels
  This is the official implementation of the Concept Discovery Models paper.
  ☆11Updated last year
• jyansir / tp-berta
  [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction
  ☆47Updated 3 months ago
• lihong2303 / AGM
  [ICCV2023] The repo for "Boosting Multi-modal Model Performance with Adaptive Gradient Modulation".
  ☆24Updated 9 months ago
• mdswyz / DiCMoR
  An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)
  ☆25Updated last year