Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations	Zhiyi Pan, Nan Zhang, Wei Gao	2023	arxiv 2312.06259
Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion	Kaite Xiang, Kailun Yang, Kaiwei Wang	2020	arxiv 2011.13313
Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation	Chen Shi, Xiangtai Li, Yanran Wu	2021	arxiv 2105.11657
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation	Yunzhong Hou, Stephen Gould, Liang Zheng	2022	arxiv 2208.08437
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation	Baihong Lin, Zengrong Lin, Yulan Guo	2023	arxiv 2307.08536
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation	Changqian Yu, Jingbo Wang, Chao Peng	2018	arxiv 1808.00897
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation	Binghao Liu, Yao Ding, Jianbin Jiao	2021	arxiv 2106.00184
Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation	Hao Li, Chenxin Tao, Xizhou Zhu	2020	arxiv 2010.07930
Semantic Segmentation and Scene Reconstruction of RGB-D Image Frames: An End-to-End Modular Pipeline for Robotic Applications	Zhiwu Zheng, Lauren Mentzer, Berk Iskender	2024	arxiv 2410.17988
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation	Jingyun Wang, Guoliang Kang	2024	arxiv 2408.06747
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection	Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang	2024	arxiv 2412.16876
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation	Muxin Liao, Shishun Tian, Yuhang Zhang	2023	arxiv 2309.14282
Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks	Arjun D. Desai, Garry E. Gold, Brian A. Hargreaves	2019	arxiv 1902.01977
Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation	Marjan Alirezaie, Martin Längkvist, Michael Sioutis	2019	arxiv 1904.13196
Object detection via a multi-region & semantic segmentation-aware CNN model	Spyros Gidaris, Nikos Komodakis	2015	arxiv 1505.01749
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network	Dhanesh Ramachandram, Terrance DeVries	2017	arxiv 1703.03372
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud	Yuan Wang, Tianyue Shi, Peng Yun	2018	arxiv 1807.06288
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation	Huikai Wu, Junge Zhang, Kaiqi Huang	2019	arxiv 1903.11816
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation	Myeongjin Kim, Hyeran Byun	2020	arxiv 2003.00867
Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation	Jilin Mei, Huijing Zhao	2019	arxiv 1905.09533

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