Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization
Weijia Zhang, Xuanhui Zhang, Hanwen Deng, Min-Ling ZhangOctober, 2022
Learning causal representation from multi-instance bags significantly improves performances of both MIL and OOD tasks.
(NeurIPS-2022) Advances in Neural Information Processing Systems 35
Xuanhui Zhang is an Assistant Professor at Nanjing University.