Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semantic Segmentation of iPS Cells: Case Study on Model Complexity in Biomedical Imaging	Maoquan Zhang, Bisser Raytchev, Xiujuan Sun	2025	arxiv 2507.21608
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation	Chang Liu, Giulia Rizzoli, Pietro Zanuttigh	2024	arxiv 2407.13363
Adversarial-Prediction Guided Multi-task Adaptation for Semantic Segmentation of Electron Microscopy Images	Jiajin Yi, Zhimin Yuan, Jialin Peng	2020	arxiv 2004.02134
Zero-Parameter Geometric Gating for Temporally Stable Low-Altitude UAV Video Semantic Segmentation	Jingpu Yang, Fengxian Ji, Zhengzhao Lai	2026	arxiv 2606.09162
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds	Shuang Deng, Qiulei Dong, Bo Liu	2021	arxiv 2107.03601
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation	Binhui Xie, Shuang Li, Mingjia Li	2022	arxiv 2204.08808
Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation	Haozhi Cao, Yuecong Xu, Jianfei Yang	2023	arxiv 2303.10457
Reliability in Semantic Segmentation: Are We on the Right Track?	Pau de Jorge, Riccardo Volpi, Philip Torr	2023	arxiv 2303.11298
Multi-stream CNN based Video Semantic Segmentation for Automated Driving	Ganesh Sistu, Sumanth Chennupati, Senthil Yogamani	2019	arxiv 1901.02511
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision	Fei Pan, Inkyu Shin, Francois Rameau	2020	arxiv 2004.07703
Emerging Semantic Segmentation from Positive and Negative Coarse Label Learning	Le Zhang, Fuping Wu, Arun Thirunavukarasu	2025	arxiv 2508.18186
Data-Efficient Point Cloud Semantic Segmentation Pipeline for Unimproved Roads	Andrew Yarovoi, Christopher R. Valenta	2025	arxiv 2508.20135
Extracting Uncertainty Estimates from Mixtures of Experts for Semantic Segmentation	Svetlana Pavlitska, Beyza Keskin, Alwin Fa\ssbender	2025	arxiv 2509.04816
I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation	Jordan Sassoon, Michal Szczepanski, Martyna Poreba	2025	arxiv 2509.10334
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation	Guanglei Yang, Zhun Zhong, Hao Tang	2021	arxiv 2111.10339
Learning Local and Global Temporal Contexts for Video Semantic Segmentation	Guolei Sun, Yun Liu, Henghui Ding	2022	arxiv 2204.03330
CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation	Jingjing Xiong, Lai-Man Po, Wing-Yin Yu	2021	arxiv 2106.04400
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation	Cong Xie, Hualuo Liu, Shilei Cao	2022	arxiv 2204.11090
Test-Time Training for Semantic Segmentation with Output Contrastive Loss	Yunlong Zhang, Yuxuan Sun, Sunyi Zheng	2023	arxiv 2311.07877
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation	Longhui Yuan, Shuang Li, Zhuo He	2023	arxiv 2312.01835

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