Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
DCANet: Differential Convolution Attention Network for RGB-D Semantic Segmentation	Lizhi Bai, Jun Yang, Chunqi Tian	2022	arxiv 2210.06747
ICPC: Instance-Conditioned Prompting with Contrastive Learning for Semantic Segmentation	Chaohui Yu, Qiang Zhou, Zhibin Wang	2023	arxiv 2308.07078
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation	Jianzhong He, Xu Jia, Shuaijun Chen	2021	arxiv 2103.04717
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective	Qishuai Wen, Chun-Guang Li	2024	arxiv 2411.03033
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation	Lianghui Zhu, Yingyue Li, Jiemin Fang	2023	arxiv 2304.01184
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework	Guanfeng Tang, Zhiyuan Wu, Jiahang Li	2024	arxiv 2407.18038
Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach	Hebei Li, Yansong Peng, Jiahui Yuan	2025	arxiv 2507.03765
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos	Negin Ghamsarian, Mario Taschwer, klaus Schoeffmann	2021	arxiv 2109.05352
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering	Zisheng Chen, Hongbin Xu, Weitao Chen	2023	arxiv 2304.08965
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation	Thanh-Dat Truong, Chi Nhan Duong, Pierce Helton	2023	arxiv 2304.07372
Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation	Xin Luo, Wei Chen, Yusong Tan	2021	arxiv 2106.12123
Cross Attention Network for Semantic Segmentation	Mengyu Liu, Hujun Yin	2019	arxiv 1907.10958
Incremental Learning Techniques for Semantic Segmentation	Umberto Michieli, Pietro Zanuttigh	2019	arxiv 1907.13372
Semantic Segmentation in Learned Compressed Domain	Jinming Liu, Heming Sun, Jiro Katto	2022	arxiv 2209.01355
Semantic Segmentation-Assisted Instance Feature Fusion for Multi-Level 3D Part Instance Segmentation	Chunyu Sun, Xin Tong, Yang Liu	2022	arxiv 2208.04766
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study	Qinfeng Zhu, Yuan Fang, Yuanzhi Cai	2024	arxiv 2405.08493
Automatic universal taxonomies for multi-domain semantic segmentation	Petra Bevandić, Siniša Šegvić	2022	arxiv 2207.08445
Safety Metrics for Semantic Segmentation in Autonomous Driving	Chih-Hong Cheng, Alois Knoll, Hsuan-Cheng Liao	2021	arxiv 2105.10142
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation	Jay M. Wong, Vincent Kee, Tiffany Le	2017	arxiv 1703.01661
Uncertainty-Based Ensemble Learning in CMR Semantic Segmentation	Yiwei Liu, Liang Zhong, Lingyi Wen	2025	arxiv 2502.09269

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