Sparse Causal Latent Features for Robust Multimodal Learning under Distribution Shifts

This publication has 12 references indexed in Scilit:

• Why is a Bird's Caption a Good Demonstration? Towards Effective Multimodal In-Context Learning without Dedicated Data
  2025
• CAFA: Cross-Modal Attentive Feature Alignment for Cross-Domain Urban Scene Segmentation
  IEEE Transactions on Industrial Informatics, 2024
• Transferring Multi-Modal Domain Knowledge to Uni-Modal Domain for Urban Scene Segmentation
  IEEE Transactions on Intelligent Transportation Systems, 2024
• Attention is not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion
  2021
• Toward Causal Representation Learning
  Proceedings of the IEEE, 2021
• Shortcut learning in deep neural networks
  Nature Machine Intelligence, 2020
• Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
  2018
• Deep CORAL: Correlation Alignment for Deep Domain Adaptation
  2016
• Causal Inference by using Invariant Prediction: Identification and Confidence Intervals
  Journal of the Royal Statistical Society Series B: Statistical Methodology, 2016
• Regression Shrinkage and Selection Via the Lasso
  Journal of the Royal Statistical Society Series B: Statistical Methodology, 1996