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Ralph R. Martin

2 accepted papers

2023

Long Range Pooling for 3D Large-Scale Scene Understanding

CVPR 2023poster

Inspired by the success of recent vision transformers and large kernel design in convolutional neural networks (CNNs), in this paper, we analyze and explore essential reasons for their success. We claim two factors that are critical for 3D large-scale scene understanding: a larger receptive field an…

2018

Associating Inter-Image Salient Instances for Weakly Supervised Semantic Segmentation

ECCV 2018poster

Effectively bridging between image level keyword annotations and corresponding image pixels is one of the main challenges in weakly supervised semantic segmentation. In this paper, we use an instance-level salient object detector to automatically generate salient instances (candidate objects) for tr…

Cited by 120SourcePDFScholar