481 citations · 1.3k across the 30 of their papers we have counts for
4 papers · 1 filter
AccSS3D: Accelerator for Spatially Sparse 3D DNNs
Om Ji Omer, Prashant Laddha, Gurpreet S Kalsi +6
Semantic understanding and completion of real world scenes is a foundational primitive of 3D Visual perception widely used in high-level applications such as robotics, medical imag…
LID 2020: The Learning from Imperfect Data Challenge Results
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng +32
Learning from imperfect data becomes an issue in many industrial applications after the research community has made profound progress in supervised learning from perfectly annotate…
CASNet: Common Attribute Support Network for image instance and panoptic segmentation
Xiaolong Liu, Yuqing Hou, Anbang Yao +2
Instance segmentation and panoptic segmentation is being paid more and more attention in recent years. In comparison with bounding box based object detection and semantic segmentat…
On Connections between Regularizations for Improving DNN Robustness
Yiwen Guo, Long Chen, Yurong Chen +1
This paper analyzes regularization terms proposed recently for improving the adversarial robustness of deep neural networks (DNNs), from a theoretical point of view. Specifically,…