Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation	Xinyu Xu, Huazhen Liu, Tao Zhang	2024	arxiv 2411.01624
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation	Rumeysa Bodur, Binod Bhattarai, Tae-Kyun Kim	2021	arxiv 2112.04603
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model	Mengde Xu, Zheng Zhang, Fangyun Wei	2021	arxiv 2112.14757
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion	Lei Sun, Kaiwei Wang, Kailun Yang	2019	arxiv 1908.05868
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation	Hanchao Li, Pengfei Xiong, Haoqiang Fan	2019	arxiv 1904.02216
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation	Yangsong Zhang, Subhankar Roy, Hongtao Lu	2022	arxiv 2210.01578
AASeg: Attention Aware Network for Real Time Semantic Segmentation	Abhinav Sagar	2021	arxiv 2108.04349
Geospatial-Reasoning-Driven Vocabulary-Agnostic Remote Sensing Semantic Segmentation	Chufeng Zhou, Jian Wang, Xinyuan Liu	2026	arxiv 2602.08206
ROSS: Radar Off-road Semantic Segmentation	Peng Jiang, Srikanth Saripalli	2023	arxiv 2310.13551
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image	Lei Su, Yang Du	2024	arxiv 2412.06129
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark	Md Jahidul Islam, Chelsey Edge, Yuyang Xiao	2020	arxiv 2004.01241
Distilling Pixel-Wise Feature Similarities for Semantic Segmentation	Yuhu Shan	2019	arxiv 1910.14226
Sparse Refinement for Efficient High-Resolution Semantic Segmentation	Zhijian Liu, Zhuoyang Zhang, Samir Khaki	2024	arxiv 2407.19014
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation	Jungbeom Lee, Jooyoung Choi, Jisoo Mok	2021	arxiv 2110.06530
Detecting and Learning the Unknown in Semantic Segmentation	Robin Chan, Svenja Uhlemeyer, Matthias Rottmann	2022	arxiv 2202.08700
Class-wise Dynamic Graph Convolution for Semantic Segmentation	Hanzhe Hu, Deyi Ji, Weihao Gan	2020	arxiv 2007.09690
Complementary Random Masking for RGB-Thermal Semantic Segmentation	Ukcheol Shin, Kyunghyun Lee, In So Kweon	2023	arxiv 2303.17386
Collaborating Foundation Models for Domain Generalized Semantic Segmentation	Yasser Benigmim, Subhankar Roy, Slim Essid	2023	arxiv 2312.09788
Continual Semantic Segmentation with Automatic Memory Sample Selection	Lanyun Zhu, Tianrun Chen, Jianxiong Yin	2023	arxiv 2304.05015
Dual-level Interaction for Domain Adaptive Semantic Segmentation	Dongyu Yao, Boheng Li	2023	arxiv 2307.07972

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