Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation	Hugo Porta, Emanuele Dalsasso, Diego Marcos	2024	arxiv 2409.09497
Urban Socio-Semantic Segmentation with Vision-Language Reasoning	Yu Wang, Yi Wang, Rui Dai	2026	arxiv 2601.10477
Semantic Segmentation with Scarce Data	Isay Katsman, Rohun Tripathi, Andreas Veit	2018	arxiv 1807.00911
Semantic Segmentation for Urban-Scene Images	Shorya Sharma	2021	arxiv 2110.13813
Superpixel Transformers for Efficient Semantic Segmentation	Alex Zihao Zhu, Jieru Mei, Siyuan Qiao	2023	arxiv 2309.16889
Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning	Junfeng Wu, Zhenjie Tang, Congan Xu	2020	arxiv 2005.06382
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels	Chu Han, Jiatai Lin, Jinhai Mai	2021	arxiv 2110.08048
Contrastive Learning for Label-Efficient Semantic Segmentation	Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield	2020	arxiv 2012.06985
Effects of Architectures on Continual Semantic Segmentation	Tobias Kalb, Niket Ahuja, Jingxing Zhou	2023	arxiv 2302.10718
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation	Jianbo Liu, Junjun He, Jiawei Zhang	2020	arxiv 2008.10487
CCNet: Criss-Cross Attention for Semantic Segmentation	Zilong Huang, Xinggang Wang, Yunchao Wei	2018	arxiv 1811.11721
Semantic Segmentation with Active Semi-Supervised Learning	Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman	2022	arxiv 2203.10730
OVeNet: Offset Vector Network for Semantic Segmentation	Stamatis Alexandropoulos, Christos Sakaridis, Petros Maragos	2023	arxiv 2303.14516
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation	Rui Gong, Martin Danelljan, Dengxin Dai	2021	arxiv 2109.04813
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images	Xiaowen Ma, Mengting Ma, Chenlu Hu	2023	arxiv 2303.07747
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information	Qi Lai, Chi-Man Vong	2024	arxiv 2405.04913
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation	Jianjian Yin, Zhichao Zheng, Yanhui Gu	2023	arxiv 2303.08029
Access Control of Semantic Segmentation Models Using Encrypted Feature Maps	Hiroki Ito, AprilPyone MaungMaung, Sayaka Shiota	2022	arxiv 2206.05422
Design of Real-time Semantic Segmentation Decoder for Automated Driving	Arindam Das, Saranya Kandan, Senthil Yogamani	2019	arxiv 1901.06580
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting	Shunxin Xu, Ke Sun, Dong Liu	2021	arxiv 2102.12095

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