3 papers
cs.CV2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances
Aditya Arun, C. V. Jawahar, M. Pawan Kumar
Recent approaches for weakly supervised instance segmentations depend on two components: (i) a pseudo label generation model that provides instances which are consistent with a giv…
cs.CV2018
Dissimilarity Coefficient based Weakly Supervised Object Detection
Aditya Arun, C. V. Jawahar, M. Pawan Kumar
We consider the problem of weakly supervised object detection, where the training samples are annotated using only image-level labels that indicate the presence or absence of an ob…
cs.CV2018
Learning Human Poses from Actions
Aditya Arun, C. V. Jawahar, M. Pawan Kumar
We consider the task of learning to estimate human pose in still images. In order to avoid the high cost of full supervision, we propose to use a diverse data set, which consists o…