Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation	Jie Guo, Qimeng Wang, Yan Gao	2023	arxiv 2304.06957
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	Angela Dai, Daniel Ritchie, Martin Bokeloh	2017	arxiv 1712.10215
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift	Petra Bevandić, Ivan Krešo, Marin Oršić	2019	arxiv 1908.01098
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation	Antoine Saporta, Arthur Douillard, Tuan-Hung Vu	2022	arxiv 2204.11667
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation	Dengke Zhang, Fagui Liu, Quan Tang	2024	arxiv 2411.10086
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models	Hedda Cohen Indelman, Elay Dahan, Angeles M. Perez-Agosto	2024	arxiv 2404.16325
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images	Shasvat Desai, Debasmita Ghose	2021	arxiv 2110.07782
Multiplicative Loss for Enhancing Semantic Segmentation in Medical and Cellular Images	Yuto Yokoi, Kazuhiro Hotta	2025	arxiv 2510.12258
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation	Boyuan Sun, Yuqi Yang, Le Zhang	2023	arxiv 2306.04300
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters	Julia Hindel, Rohit Mohan, Jelena Bratulic̀	2025	arxiv 2503.03299
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation	Ziyu Zhao, Xiaoguang Li, Linjia Shi	2025	arxiv 2505.11676
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation	Baran Ozaydin, Tong Zhang, Deblina Bhattacharjee	2024	arxiv 2403.06546
Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers	Raphaël Barman, Maud Ehrmann, Simon Clematide	2020	arxiv 2002.06144
Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy	Qinfeng Zhu, Jiaze Cao, Yuanzhi Cai	2024	arxiv 2410.06725
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation	Jaisidh Singh, Sonam Singh, Amit Arvind Kale	2024	arxiv 2411.10845
Exploiting Richness of Learned Compressed Representation of Images for Semantic Segmentation	Ravi Kakaiya, Rakshith Sathish, Ramanathan Sethuraman	2023	arxiv 2307.01524
Revisiting Multi-modal 3D Semantic Segmentation in Real-world Autonomous Driving	Feng Jiang, Chaoping Tu, Gang Zhang	2023	arxiv 2310.08826
Vision-Based Uncertainty-Aware Motion Planning based on Probabilistic Semantic Segmentation	Ralf Römer, Armin Lederer, Samuel Tesfazgi	2022	arxiv 2209.06936
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation	Chang Liu, Bavesh Balaji, Saad Hossain	2025	arxiv 2503.12780
BEVANet: Bilateral Efficient Visual Attention Network for Real-Time Semantic Segmentation	Ping-Mao Huang, I-Tien Chao, Ping-Chia Huang	2025	arxiv 2508.07300

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