Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Privacy-Preserving Semantic Segmentation from Ultra-Low-Resolution RGB Inputs	Xuying Huang, Sicong Pan, Olga Zatsarynna	2025	arxiv 2507.16034
Joint Optical Flow and Temporally Consistent Semantic Segmentation	Junhwa Hur, Stefan Roth	2016	arxiv 1607.07716
Discovering Latent Classes for Semi-Supervised Semantic Segmentation	Olga Zatsarynna, Johann Sawatzky, Juergen Gall	2019	arxiv 1912.12936
Joint Learning of Intrinsic Images and Semantic Segmentation	Anil S. Baslamisli, Thomas T. Groenestege, Partha Das	2018	arxiv 1807.11857
DepthSeg: Depth prompting in remote sensing semantic segmentation	Ning Zhou, Shanxiong Chen, Mingting Zhou	2025	arxiv 2506.14382
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning	Shaohua Dong, Yunhe Feng, Qing Yang	2023	arxiv 2312.00360
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy	Fengbei Liu, Yaqub Jonmohamadi, Gabriel Maicas	2020	arxiv 2007.02361
Semantic Segmentation using Adversarial Networks	Pauline Luc, Camille Couprie, Soumith Chintala	2016	arxiv 1611.08408
Simple and Efficient Architectures for Semantic Segmentation	Dushyant Mehta, Andrii Skliar, Haitam Ben Yahia	2022	arxiv 2206.08236
Recursive Training for Zero-Shot Semantic Segmentation	Ce Wang, Moshiur Farazi, Nick Barnes	2021	arxiv 2103.00086
MaSS13K: A Matting-level Semantic Segmentation Benchmark	Chenxi Xie, Minghan Li, Hui Zeng	2025	arxiv 2503.18364
Annotation Free Semantic Segmentation with Vision Foundation Models	Soroush Seifi, Daniel Olmeda Reino, Fabien Despinoy	2024	arxiv 2403.09307
Pyramid Fusion Transformer for Semantic Segmentation	Zipeng Qin, Jianbo Liu, Xiaolin Zhang	2022	arxiv 2201.04019
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets	Sinem Aslan, Marcello Pelillo	2019	arxiv 1909.09414
Towards Open-Vocabulary Video Semantic Segmentation	Xinhao Li, Yun Liu, Guolei Sun	2024	arxiv 2412.09329
Language-guided Few-shot Semantic Segmentation	Jing Wang, Yuang Liu, Qiang Zhou	2023	arxiv 2311.13865
Deep Hierarchical Semantic Segmentation	Liulei Li, Tianfei Zhou, Wenguan Wang	2022	arxiv 2203.14335
Depth-guided Texture Diffusion for Image Semantic Segmentation	Wei Sun, Yuan Li, Qixiang Ye	2024	arxiv 2408.09097
Understanding Imbalanced Semantic Segmentation Through Neural Collapse	Zhisheng Zhong, Jiequan Cui, Yibo Yang	2023	arxiv 2301.01100
Self-supervised Semantic Segmentation Grounded in Visual Concepts	Wenbin He, William Surmeier, Arvind Kumar Shekar	2022	arxiv 2203.13868

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