awesome-AI-visualization
Interesting AI model visualization resources
Papers
- Selvaraju, Ramprasaath R., et al. "Grad-cam: Visual explanations from deep networks via gradient-based localization." Proceedings of the IEEE international conference on computer vision. 2017. (http://openaccess.thecvf.com/content_iccv_2017/html/Selvaraju_Grad-CAM_Visual_Explanations_ICCV_2017_paper.html) - Grad-CAM
- Sundararajan, Mukund, Ankur Taly, and Qiqi Yan. "Axiomatic attribution for deep networks." International conference on machine learning. PMLR, 2017. (http://proceedings.mlr.press/v70/sundararajan17a.html) - Integrated Gradients
Other papers
- Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Baobao Chang, and Furu Wei. Knowledge neurons in pretrained transformers. arXiv preprint arxiv:2104.08696, 2022. (https://arxiv.org/abs/2104.08696)