Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video	Shih-Po Lee, Si-Cun Chen, Wen-Hsiao Peng	2021	arxiv 2103.08834
OPTNet: Ordering Point Transformer Network for Post-disaster 3D Semantic Segmentation	Nhut Le, Ehsan Karimi, Maryam Rahnemoonfar	2026	arxiv 2605.17197
Adversarial Loss for Semantic Segmentation of Aerial Imagery	Clint Sebastian, Raffaele Imbriaco, Egor Bondarev	2020	arxiv 2001.04269
Attend and Segment: Attention Guided Active Semantic Segmentation	Soroush Seifi, Tinne Tuytelaars	2020	arxiv 2007.11548
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning	Xiang Wang, Sifei Liu, Huimin Ma	2020	arxiv 2002.08098
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels	Yuchao Wang, Haochen Wang, Yujun Shen	2022	arxiv 2203.03884
Learning Implicit Feature Alignment Function for Semantic Segmentation	Hanzhe Hu, Yinbo Chen, Jiarui Xu	2022	arxiv 2206.08655
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation	Yasser Benigmim, Mohammad Fahes, Tuan-Hung Vu	2025	arxiv 2504.10487
Multi-Anchor Active Domain Adaptation for Semantic Segmentation	Munan Ning, Donghuan Lu, Dong Wei	2021	arxiv 2108.08012
Mitigating Background Shift in Class-Incremental Semantic Segmentation	Gilhan Park, WonJun Moon, SuBeen Lee	2024	arxiv 2407.11859
Semantic Segmentation of Video Sequences with Convolutional LSTMs	Andreas Pfeuffer, Karina Schulz, Klaus Dietmayer	2019	arxiv 1905.01058
Positive-Negative Equal Contrastive Loss for Semantic Segmentation	Jing Wang, Jiangyun Li, Wei Li	2022	arxiv 2207.01417
Adversarial Examples for Semantic Segmentation and Object Detection	Cihang Xie, Jianyu Wang, Zhishuai Zhang	2017	arxiv 1703.08603
Lightweight Transformer Framework for Weakly Supervised Semantic Segmentation	Ali Torabi, Sanjog Gaihre, Yaqoob Majeed	2025	arxiv 2511.19765
Geometry-Aware Network for Domain Adaptive Semantic Segmentation	Yinghong Liao, Wending Zhou, Xu Yan	2022	arxiv 2212.00920
Frequency-Guided Fusion For RGB-Thermal Semantic Segmentation	\.Ismail Emre Can\itez, Özgür Erkent	2026	arxiv 2605.26273
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation	Licong Guan, Xue Yuan	2023	arxiv 2301.13361
RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation	Jiayi Song, Kaiyu Li, Xiangyong Cao	2025	arxiv 2506.08772
WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments	Kavisha Vidanapathirana, Joshua Knights, Stephen Hausler	2023	arxiv 2312.15364
HCNet: Hierarchical Context Network for Semantic Segmentation	Yanwen Chong, Congchong Nie, Yulong Tao	2020	arxiv 2010.04962

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