85 citations · 88 across the 4 of their papers we have counts for
4 papers
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation
Harsh Maheshwari, Yen-Cheng Liu, Zsolt Kira
Using multiple spatial modalities has been proven helpful in improving semantic segmentation performance. However, there are several real-world challenges that have yet to be addre…
Performance degradation of ImageNet trained models by simple image transformations
Harsh Maheshwari
ImageNet trained PyTorch models are generally preferred as the off-the-shelf models for direct use or for initialisation in most computer vision tasks. In this paper, we simply tes…
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation
Vidit Goel, Jiachen Li, Shubhika Garg +2
In this work we present a novel solution for Video Instance Segmentation(VIS), that is automatically generating instance level segmentation masks along with object class and tracki…
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses
Zhiqiang Shen, Harsh Maheshwari, Weichen Yao +1
Unsupervised domain adaptive object detection aims to learn a robust detector in the domain shift circumstance, where the training (source) domain is label-rich with bounding box a…