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Papers for “semantic segmentation”

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

TitleAuthorsYearSource
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationReza Qorbani, Gianluca Villani, Theodoros Panagiotakopoulos2025arxiv 2503.21780
FoR-Net: Learning to Focus on Hard Regions for Efficient Semantic SegmentationSheng-Wei Chan, Hsin-Jui Pan, Chun-Po Shen2026arxiv 2605.02764
JOPP-3D: Joint Open Vocabulary Semantic Segmentation on Point Clouds and PanoramasSandeep Inuganti, Hideaki Kanayama, Kanta Shimizu2026arxiv 2603.06168
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationYe Huang, Di Kang, Wenjing Jia2021arxiv 2101.07434
Federated Incremental Semantic SegmentationJiahua Dong, Duzhen Zhang, Yang Cong2023arxiv 2304.04620
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial ImagesBilel Benjdira, Yakoub Bazi, Anis Koubaa2019arxiv 1905.03198
Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous DrivingGharbi Khamis Alshammari, Ahmad Abubakar, Nada M.O. Sid Ahmed2025arxiv 2504.18939
TransKD: Transformer Knowledge Distillation for Efficient Semantic SegmentationRuiping Liu, Kailun Yang, Alina Roitberg2022arxiv 2202.13393
Region-Enhanced Feature Learning for Scene Semantic SegmentationXin Kang, Chaoqun Wang, Xuejin Chen2023arxiv 2304.07486
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing ImageryJingru Zhu, Ya Guo, Geng Sun2024arxiv 2403.03704
Graph-based Semantic Calibration Network for Unaligned UAV RGBT Image Semantic Segmentation and A Large-scale BenchmarkFangqiang Fan, Zhicheng Zhao, Xiaoliang Ma2026arxiv 2604.26893
Self-guided Few-shot Semantic Segmentation for Remote Sensing Imagery Based on Large Vision ModelsXiyu Qi, Yifan Wu, Yongqiang Mao2023arxiv 2311.13200
Improving Semantic Segmentation through Spatio-Temporal Consistency Learned from VideosAnkita Pasad, Ariel Gordon, Tsung-Yi Lin2020arxiv 2004.05324
Sequential Ensembling for Semantic SegmentationRawal Khirodkar, Brandon Smith, Siddhartha Chandra2022arxiv 2210.05387
Semantic segmentation with coarse annotationsJort de Jong, Mike Holenderski2025arxiv 2510.15756
SynthSeg-Agents: Multi-Agent Synthetic Data Generation for Zero-Shot Weakly Supervised Semantic SegmentationWangyu Wu, Zhenhong Chen, Xiaowei Huang2025arxiv 2512.15310
Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing ImagesHaifeng Li, Yi Li, Guo Zhang2021arxiv 2106.10605
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic SegmentationJunwen Pan, Pengfei Zhu, Kaihua Zhang2022arxiv 2203.10278
Document-level Relation Extraction as Semantic SegmentationNingyu Zhang, Xiang Chen, Xin Xie2021arxiv 2106.03618
Resource Constrained Semantic Segmentation for Waste SortingElisa Cascina, Andrea Pellegrino, Lorenzo Tozzi2023arxiv 2310.19407