Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation	Guanglei Yang, Enrico Fini, Dan Xu	2022	arxiv 2202.00432
Striking the Right Balance: Recall Loss for Semantic Segmentation	Junjiao Tian, Niluthpol Mithun, Zach Seymour	2021	arxiv 2106.14917
COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentation	Charith Munasinghe, Fatemeh Mohammadi Amin, Davide Scaramuzza	2023	arxiv 2302.12656
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes	Yang Zhang, Philip David, Boqing Gong	2017	arxiv 1707.09465
Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation	Geon Lee, Chanho Eom, Wonkyung Lee	2022	arxiv 2207.10892
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation	Lukas Hoyer, Dengxin Dai, Luc Van Gool	2022	arxiv 2204.13132
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation	Ping Li, Junjie Chen, Li Yuan	2023	arxiv 2309.12557
Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation	Bowen Zhang, Yifan Liu, Zhi Tian	2021	arxiv 2107.14428
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	Qin Wang, Dengxin Dai, Lukas Hoyer	2021	arxiv 2104.13613
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation	Zhaochong An, Guolei Sun, Zongwei Wu	2023	arxiv 2309.08020
Progressive Feature Self-reinforcement for Weakly Supervised Semantic Segmentation	Jingxuan He, Lechao Cheng, Chaowei Fang	2023	arxiv 2312.08916
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation	Xuewei Li, Tao Wu, Zhongang Qi	2023	arxiv 2306.03403
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation	Jacob Schnell, Jieke Wang, Lu Qi	2023	arxiv 2311.17121
Deep Learning on 3D Semantic Segmentation: A Detailed Review	Thodoris Betsas, Andreas Georgopoulos, Anastasios Doulamis	2024	arxiv 2411.02104
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation	Gao Mengyu, Dong Qiulei	2022	arxiv 2210.08988
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud	Yachao Zhang, Zonghao Li, Yuan Xie	2022	arxiv 2212.04744
Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement	Zhixiang Wei, Lin Chen, Tao Tu	2023	arxiv 2307.09362
Domain generalization of 3D semantic segmentation in autonomous driving	Jules Sanchez, Jean-Emmanuel Deschaud, Francois Goulette	2022	arxiv 2212.04245
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation	Xiaojun Jia, Jindong Gu, Yihao Huang	2023	arxiv 2312.02207
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor	Mina Rezaei, Konstantin Harmuth, Willi Gierke	2017	arxiv 1708.05227

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