Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical Documents	Taylor Archibald, Tony Martinez	2024	arxiv 2404.19259
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation	Zu-Yun Shiau, Wei-Wei Lin, Ci-Siang Lin	2021	arxiv 2112.13538
Real-time Progressive 3D Semantic Segmentation for Indoor Scene	Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen	2018	arxiv 1804.00257
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation	Bruno Artacho, Andreas Savakis	2019	arxiv 1912.03183
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation	Seokju Cho, Heeseong Shin, Sunghwan Hong	2023	arxiv 2303.11797
Uncertainty-Gated Region-Level Retrieval for Robust Semantic Segmentation	Shreshth Rajan, Raymond Liu	2025	arxiv 2512.18082
Decoupling Zero-Shot Semantic Segmentation	Jian Ding, Nan Xue, Gui-Song Xia	2021	arxiv 2112.07910
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges	Nico Catalano, Matteo Matteucci	2023	arxiv 2304.05832
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction	Yuping Hu, Xin Huang, Jiayi Li	2024	arxiv 2401.01178
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier	Haojun Yu, Di Dai, Ziwei Zhao	2025	arxiv 2501.06862
Semantic Segmentation on VSPW Dataset through Aggregation of Transformer Models	Zixuan Chen, Junhong Zou, Xiaotao Wang	2021	arxiv 2109.01316
Sensor Fusion for Joint 3D Object Detection and Semantic Segmentation	Gregory P. Meyer, Jake Charland, Darshan Hegde	2019	arxiv 1904.11466
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation	Seungju Cho, Tae Joon Jun, Byungsoo Oh	2019	arxiv 1908.05195
Unsupervised Semantic Segmentation by Distilling Feature Correspondences	Mark Hamilton, Zhoutong Zhang, Bharath Hariharan	2022	arxiv 2203.08414
Multi-source Domain Adaptation for Semantic Segmentation	Sicheng Zhao, Bo Li, Xiangyu Yue	2019	arxiv 1910.12181
Unsupervised Model Adaptation for Continual Semantic Segmentation	Serban Stan, Mohammad Rostami	2020	arxiv 2009.12518
GFF: Gated Fully Fusion for Semantic Segmentation	Xiangtai Li, Houlong Zhao, Lei Han	2019	arxiv 1904.01803
WegFormer: Transformers for Weakly Supervised Semantic Segmentation	Chunmeng Liu, Enze Xie, Wenjia Wang	2022	arxiv 2203.08421
VDD: Varied Drone Dataset for Semantic Segmentation	Wenxiao Cai, Ke Jin, Jinyan Hou	2023	arxiv 2305.13608
SSformer: A Lightweight Transformer for Semantic Segmentation	Wentao Shi, Jing Xu, Pan Gao	2022	arxiv 2208.02034

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