Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection	Jianbo Liu, Sijie Ren, Yuanjie Zheng	2020	arxiv 2012.10162
Semantic Segmentation on Multiple Visual Domains	Floris Naber	2021	arxiv 2107.04326
Exploring Simple Open-Vocabulary Semantic Segmentation	Zihang Lai	2024	arxiv 2401.12217
Fully Convolutional Networks for Semantic Segmentation	Jonathan Long, Evan Shelhamer, Trevor Darrell	2014	arxiv 1411.4038
Fully Convolutional Networks for Semantic Segmentation	Evan Shelhamer, Jonathan Long, Trevor Darrell	2016	arxiv 1605.06211
Hierarchical Pyramid Representations for Semantic Segmentation	Hiroaki Aizawa, Yukihiro Domae, Kunihito Kato	2021	arxiv 2104.01792
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes	Xi Weng, Yan Yan, Si Chen	2022	arxiv 2203.04031
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation	Bruno A. Krinski, Daniel V. Ruiz, Eduardo Todt	2022	arxiv 2205.09722
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access	Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya	2021	arxiv 2107.09362
Dilated Continuous Random Field for Semantic Segmentation	Xi Mo, Xiangyu Chen, Cuncong Zhong	2022	arxiv 2202.00162
Single-Stage Semantic Segmentation from Image Labels	Nikita Araslanov, Stefan Roth	2020	arxiv 2005.08104
Multi-hypothesis contextual modeling for semantic segmentation	Hasan F. Ates, Sercan Sunetci	2018	arxiv 1812.05850
Low-Resolution Self-Attention for Semantic Segmentation	Yu-Huan Wu, Shi-Chen Zhang, Yun Liu	2023	arxiv 2310.05026
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation	Nhi Kieu, Kien Nguyen, Sridha Sridharan	2023	arxiv 2307.03388
Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation	German Ros, Simon Stent, Pablo F. Alcantarilla	2016	arxiv 1604.01545
Prompt-Matched Semantic Segmentation	Lingbo Liu, Jianlong Chang, Bruce X.B. Yu	2022	arxiv 2208.10159
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation	Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann	2017	arxiv 1708.04400
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images	Enze Zhu, Zhan Chen, Dingkai Wang	2024	arxiv 2408.11545
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow	Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata	2023	arxiv 2305.09610
Privacy-Preserving Depth-Only Open-Vocabulary 3D Semantic Segmentation Via Uncertainty-Guided Test-Time Optimization	Xuying Huang, Sicong Pan, Maren Bennewitz	2026	arxiv 2607.00978

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