https://deepai.org/publication/semantic-instance-segmentation-with-a-discriminative-loss-function
08/08/17 - Semantic instance segmentation remains a challenging task. In this work we propose to tackle the problem with a discriminative los...
instance segmentationloss functionsemanticdeepai
https://www.arxiv.org/abs/2505.13817
Abstract page for arXiv paper 2505.13817: InstanceBEV: Unifying Instance and BEV Representation for 3D Panoptic Segmentation
instancebevrepresentation
https://openreview.net/forum?id=lr69PmF2Ov&referrer=%5Bthe%20profile%20of%20Zhiliang%20Peng%5D(%2Fprofile%3Fid%3D~Zhiliang_Peng1)
The self-attention mechanism of vision transformer has demonstrated potential for instance segmentation even using a single point as supervision. However, when...
instance segmentationmatchedparttokenssupervised
https://www.amazon.science/publications/estimating-uncertainty-in-instance-segmentation-using-dropout-sampling
Vision is an integral part of many robotic systems, and especially so when a robot must interact with its environment. In such cases, decisions made based on...
instance segmentationamazon scienceestimatinguncertaintyusing
https://evidentscientific.com/en/insights/instance-segmentation-of-cells-and-nuclei-made-simple-using-deep-learning
We updated our TruAI deep-learning technology to dramatically simplify instance segmentation of cells and nuclei. Learn how this feature works in this post.
instance segmentationmade simplecellsnucleiusing