Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Multi-Scale Semantic Segmentation with Modified MBConv Blocks	Xi Chen, Yang Cai, Yuan Wu	2024	arxiv 2402.04618
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation	Jhony H. Giraldo, Vincenzo Scarrica, Antonino Staiano	2022	arxiv 2210.05564
Robust Semantic Segmentation with Superpixel-Mix	Gianni Franchi, Nacim Belkhir, Mai Lan Ha	2021	arxiv 2108.00968
Bootstrapping Semantic Segmentation with Regional Contrast	Shikun Liu, Shuaifeng Zhi, Edward Johns	2021	arxiv 2104.04465
Frequency-based Matcher for Long-tailed Semantic Segmentation	Shan Li, Lu Yang, Pu Cao	2024	arxiv 2406.03917
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning	Risa Shinoda, Ryo Hayamizu, Kodai Nakashima	2023	arxiv 2309.17083
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation	Jishnu Mukhoti, Yarin Gal	2018	arxiv 1811.12709
Fine-grained Metrics for Point Cloud Semantic Segmentation	Zhuheng Lu, Ting Wu, Yuewei Dai	2024	arxiv 2407.21289
EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation	Qihang Yang, Tao Chen, Jiayuan Fan	2021	arxiv 2103.08914
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision	Danna Xue, Fei Yang, Pei Wang	2022	arxiv 2207.06242
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer	Suhyeon Lee, Junhyuk Hyun, Hongje Seong	2020	arxiv 2012.12545
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras	Muhammad Rameez Ur Rahman, Jhony H. Giraldo, Indro Spinelli	2024	arxiv 2408.09424
Affinity Space Adaptation for Semantic Segmentation Across Domains	Wei Zhou, Yukang Wang, Jiajia Chu	2020	arxiv 2009.12559
Open-world Semantic Segmentation for LIDAR Point Clouds	Jun Cen, Peng Yun, Shiwei Zhang	2022	arxiv 2207.01452
Large-scale Unsupervised Semantic Segmentation	Shanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang	2021	arxiv 2106.03149
Boosting Semantic Segmentation with Semantic Boundaries	Haruya Ishikawa, Yoshimitsu Aoki	2023	arxiv 2304.09427
Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving	Jilin Mei, Junbao Zhou, Yu Hu	2023	arxiv 2302.08785
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview	Wenqi Ren, Yang Tang, Qiyu Sun	2022	arxiv 2211.08352
ISLE: A Framework for Image Level Semantic Segmentation Ensemble	Erik Ostrowski, Muhammad Shafique	2023	arxiv 2303.07898
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges	Mennatullah Siam, Sara Elkerdawy, Martin Jagersand	2017	arxiv 1707.02432

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