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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos	Yubin Hu, Yuze He, Yanghao Li	2023	arxiv 2303.07224
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation	Qiming Zhang, Jing Zhang, Wei Liu	2019	arxiv 1910.13049
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation	Yuenan Hou, Xinge Zhu, Yuexin Ma	2022	arxiv 2206.02099
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation	Fei Zhang, Tianfei Zhou, Boyang Li	2023	arxiv 2310.19001
Improving Bird's Eye View Semantic Segmentation by Task Decomposition	Tianhao Zhao, Yongcan Chen, Yu Wu	2024	arxiv 2404.01925
IFSeg: Image-free Semantic Segmentation via Vision-Language Model	Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo	2023	arxiv 2303.14396
Geo-Tiles for Semantic Segmentation of Earth Observation Imagery	Sebastian Bullinger, Florian Fervers, Christoph Bodensteiner	2023	arxiv 2306.00823
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation	Ziqin Zhou, Bowen Zhang, Yinjie Lei	2022	arxiv 2212.03588
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation	Zewen Zheng, Guoheng Huang, Xiaochen Yuan	2023	arxiv 2305.07283
Source-Free Open Compound Domain Adaptation in Semantic Segmentation	Yuyang Zhao, Zhun Zhong, Zhiming Luo	2021	arxiv 2106.03422
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation	Chaofan Ma, Yuhuan Yang, Chen Ju	2023	arxiv 2309.00096
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation	Ruihuang Li, Shuai Li, Chenhang He	2022	arxiv 2203.09744
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation	Ruiwen Li, Zheda Mai, Chiheb Trabelsi	2022	arxiv 2203.07239
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers	Jiacong Xu, Zixiang Xiong, Shankar P. Bhattacharyya	2022	arxiv 2206.02066
Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation	Omid Hosseini Jafari, Oliver Groth, Alexander Kirillov	2017	arxiv 1702.08009
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks	Manu Goyal, Moi Hoon Yap, Saeed Hassanpour	2017	arxiv 1711.10449
Tackling the Problem of Limited Data and Annotations in Semantic Segmentation	Ahmadreza Jeddi	2020	arxiv 2007.07357
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images	Guodong Zeng, Guoyan Zheng	2018	arxiv 1812.09834
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes	Qi Wang, Junyu Gao, Xuelong Li	2019	arxiv 1904.09092
Learning to adapt class-specific features across domains for semantic segmentation	Mikel Menta, Adriana Romero, Joost van de Weijer	2020	arxiv 2001.08311

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