Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Weakly-Supervised Semantic Segmentation via Sub-category Exploration	Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung	2020	arxiv 2008.01183
Grid Saliency for Context Explanations of Semantic Segmentation	Lukas Hoyer, Mauricio Munoz, Prateek Katiyar	2019	arxiv 1907.13054
FasterSeg: Searching for Faster Real-time Semantic Segmentation	Wuyang Chen, Xinyu Gong, Xianming Liu	2019	arxiv 1912.10917
Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation	Zhiyuan Liang, Tiancai Wang, Xiangyu Zhang	2022	arxiv 2203.10739
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation	Dayan Guan, Jiaxing Huang, Aoran Xiao	2022	arxiv 2203.10026
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation	Zhengkai Jiang, Yuxi Li, Ceyuan Yang	2022	arxiv 2207.06654
Universal Organizer of SAM for Unsupervised Semantic Segmentation	Tingting Li, Gensheng Pei, Xinhao Cai	2024	arxiv 2405.11742
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation	Pratima Upretee, Bishesh Khanal	2022	arxiv 2208.00400
SATR: Zero-Shot Semantic Segmentation of 3D Shapes	Ahmed Abdelreheem, Ivan Skorokhodov, Maks Ovsjanikov	2023	arxiv 2304.04909
A survey of loss functions for semantic segmentation	Shruti Jadon	2020	arxiv 2006.14822
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models	Chen Liang, Wenguan Wang, Jiaxu Miao	2022	arxiv 2210.02025
Self corrective Perturbations for Semantic Segmentation and Classification	Swami Sankaranarayanan, Arpit Jain, Ser Nam Lim	2017	arxiv 1703.07928
Guided Upsampling Network for Real-Time Semantic Segmentation	Davide Mazzini	2018	arxiv 1807.07466
Interpreting a Semantic Segmentation Model for Coastline Detection	Conor O'Sullivan, Seamus Coveney, Xavier Monteys	2024	arxiv 2405.11500
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection	Kai Yao, Alberto Ortiz, Francisco Bonnin-Pascual	2020	arxiv 2010.13433
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing Images	Zili Lu, Yuexing Peng, Wei Li	2023	arxiv 2302.12420
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning	Weifeng Ge, Sibei Yang, Yizhou Yu	2018	arxiv 1802.09129
A Gift from the Integration of Discriminative and Diffusion-based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation	Hao Wang, Keyan Hu, Xin Guo	2025	arxiv 2507.01573
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation	Jiren Mai, Fei Zhang, Junjie Ye	2023	arxiv 2303.02449
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach	Bingfeng Zhang, Jimin Xiao, Yunchao Wei	2019	arxiv 1911.08039

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