Student Rohit Jena CIS, PhD Work + Faculty + Publications Beyond mAP: Towards better evaluation of instance segmentation Publisher CVPR James Gee Associate Professor, Radiology; Director, Penn Image Computing and Science Lab; PhD, CIS '96 Jianbo Shi Professor, CIS