Publications

You can also find my articles on my Google Scholar profile.

Conference

Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model
Yihong Sun, Adam Kortylewski, Alan Yuille
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[arXiv] [PDF] [Code] [Poster] [Supplementary]

Robust Instance Segmentation through Reasoning about Multi-Object Occlusion
Xiaoding Yuan, Adam Kortylewski, Yihong Sun, Alan Yuille
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[arXiv] [PDF] [Code]

Robust Object Detection Under Occlusion With Context-Aware CompositionalNets
Angtian Wang(*), Yihong Sun(*), Adam Kortylewski, Alan Yuille
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[arXiv] [PDF] [Video]
(*) indicates joint first authors

Journal

Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition under Occlusion
Adam Kortylewski, Qing Liu, Angtian Wang, Yihong Sun, Alan Yuille
International Journal of Computer Vision (IJCV), 2020
[arXiv] [PDF] [Code]