Causal Inference in Vision
- Elements of Causal Inference (2017)
- Causal Inference: What If (2019)
- 인과추론의 데이터과학 - Youtube
- Causal effect inference with deep latent-variable models (2017) [pdf]
- Discovering Causal Signals in Images [pdf]
- Towards Robust Classification Model by Counterfactual and Invariant Data Generation 2021 [pdf]
- Distilling Causal Effect of Data in Class-Incremental Learning 2021 [pdf]
- Causal Interventional Training for Image Recognition 2015 [pdf]
- (Causality in Vision CVPRW 2021)[https://openaccess.thecvf.com/CVPR2021_workshops/CiV]
- (Causal Inference and Stable Learning)[https://icml.cc/media/Slides/icml/2019/104(10-09-15)-10-15-45-4348-causal_inferenc.pdf]
- (Causality in Medical Image Computing)[https://sites.google.com/view/causemic/]
- (correlation vs casuality)[https://deepai.org/publication/on-image-classification-correlation-v-s-causality]
- (dowhy)[https://github.com/py-why/dowhy]
- (causalml)[https://github.com/uber/causalml]
- (스타트업에서의 인과추론)[https://www.slideshare.net/choibokyung/causal-inference-kr-250571261]
- (Causal Inference : Primer)[https://www.slideshare.net/lumiamitie/causal-inference-primer-20190601]
- (Awesome Causlity in Computer Vision)[https://github.com/Wangt-CN/Awesome-Causality-in-CV]