ascal voc 2012
Learnable Tree Filter for Structure-preserving Feature Transform
Lin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng
Neural Information Processing Systems http://nips.cc/
- North America > Canada (0.04)
- Asia > China > Shaanxi Province > Xi'an (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation
Our experimental evaluations demonstrate that this simple modification significantly improves the quality of localization maps on both the P ASCAL VOC 2012 and MS COCO 2014 datasets, exhibiting a new state-of-the-art performance for weakly supervised semantic segmentation.
- Asia > China > Guangdong Province > Shenzhen (0.04)
- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)
- North America > Canada (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
Learnable Tree Filter for Structure-preserving Feature Transform
Lin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng
Learning discriminative global features plays a vital role in semantic segmentation.
- North America > Canada (0.04)
- Asia > China > Shaanxi Province > Xi'an (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
Appendix for " Causal Intervention for Weakly-Supervised Semantic Segmentation "
The input image was cropped into a fix size of 512 512 using zero padding if needed.
- North America > Canada (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
Causal Intervention for Weakly-Supervised Semantic Segmentation
Specifically, we aim to generate better pixel-level pseudo-masks by using only image-level labels -- the most crucial step in WSSS.
- North America > Canada (0.04)
- Asia > Singapore (0.04)
- Asia > China > Jiangsu Province > Nanjing (0.04)
- Asia > China > Guangxi Province > Nanning (0.04)
- Research Report > Experimental Study (0.93)
- Research Report > Strength High (0.68)
- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Anonymous Author(s) Affiliation Address email A Appendix 1 A.1 Additional Analysis 2
We conduct an ablative study that we allow these weights to be updated as well.