Abousamra, Shahira

9 publications

NeurIPS 2025 MATCH: Multi-Faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation Meilong Xu, Xiaoling Hu, Shahira Abousamra, Chen Li, Chao Chen

CVPR 2025 TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen

ECCV 2024 Semi-Supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

CVPRW 2024 Uncertainty Estimation for Tumor Prediction with Unlabeled Data Juyoung Yun, Shahira Abousamra, Chen Li, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Alison L. Van Dyke, Joel H. Saltz, Chao Chen

ICCV 2023 Calibrating Uncertainty for Semi-Supervised Crowd Counting Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen

CVPR 2023 Topology-Guided Multi-Class Cell Context Generation for Digital Pathology Shahira Abousamra, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

AAAI 2021 Localization in the Crowd with Topological Constraints Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

ICCV 2021 Multi-Class Cell Detection Using Spatial Context Representation Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

CVPRW 2018 Localization and Tracking in 4D Fluorescence Microscopy Imagery Shahira Abousamra, Shai Adar, Natalie Elia, Roy Shilkrot