Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
PlaNet-S: Automatic Semantic Segmentation of Placenta	Shinnosuke Yamamoto, Isso Saito, Eichi Takaya	2023	arxiv 2312.11580
SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation	Abderrahmene Boudiaf, Irfan Hussain, Sajid Javed	2026	arxiv 2605.17630
UnderOneFacade: Worldwide Facade Semantic Segmentation Benchmark Dataset	Yi Wang, Fan Wang, Prabin Gyawali	2026	arxiv 2607.02018
Training-Free Fine-Grained Semantic Segmentations in Low Data Regimes: A FungiTastic Baseline	Sebastian Cavada, Francesco Pelosin, Lapo Faggi	2026	arxiv 2605.22492
Attention-guided Chained Context Aggregation for Semantic Segmentation	Quan Tang, Fagui Liu, Tong Zhang	2020	arxiv 2002.12041
Instance Semantic Segmentation Benefits from Generative Adversarial Networks	Quang H. Le, Kamal Youcef-Toumi, Dzmitry Tsetserukou	2020	arxiv 2010.13757
Semantic Segmentation of Legal Documents via Rhetorical Roles	Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha	2021	arxiv 2112.01836
Exploring vision transformer layer choosing for semantic segmentation	Fangjian Lin, Yizhe Ma, Shengwei Tian	2023	arxiv 2305.01279
Efficient Uncertainty Estimation for Semantic Segmentation in Videos	Po-Yu Huang, Wan-Ting Hsu, Chun-Yueh Chiu	2018	arxiv 1807.11037
Discriminative out-of-distribution detection for semantic segmentation	Petra Bevandić, Ivan Krešo, Marin Oršić	2018	arxiv 1808.07703
Multi-Stage Pathological Image Classification using Semantic Segmentation	Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta	2019	arxiv 1910.04473
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation	Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas	2019	arxiv 1912.06683
Visual Localization Using Semantic Segmentation and Depth Prediction	Huanhuan Fan, Yuhao Zhou, Ang Li	2020	arxiv 2005.11922
Prototype Mixture Models for Few-shot Semantic Segmentation	Boyu Yang, Chang Liu, Bohao Li	2020	arxiv 2008.03898
Learning a Loopy Model For Semantic Segmentation Exactly	Andreas Christian Mueller, Sven Behnke	2013	arxiv 1309.4061
Mining Contextual Information Beyond Image for Semantic Segmentation	Zhenchao Jin, Tao Gong, Dongdong Yu	2021	arxiv 2108.11819
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty	Robby Neven, Davy Neven, Bert De Brabandere	2021	arxiv 2110.05926
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials	Maryam Hosseini, Fabio Miranda, Jianzhe Lin	2022	arxiv 2201.02260
Bidirectional Learning for Domain Adaptation of Semantic Segmentation	Yunsheng Li, Lu Yuan, Nuno Vasconcelos	2019	arxiv 1904.10620
High-level Feature Guided Decoding for Semantic Segmentation	Ye Huang, Di Kang, Shenghua Gao	2023	arxiv 2303.08646

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