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Segment Anything Model 2 (SAM2) has emerged as a strong base model in various pinhole imaging segmentation tasks.
The cityscapes dataset for semantic urban scene understanding
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele · 2016
Earlier work this paper cites.
Joint 2d-3d semantic data for indoor scene understanding
I Armeni · 2017
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Cycada: Cycle-consistent adversarial domain adaptation
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei Efros, and Trevor Darrell · 2018
Earlier work this paper cites.
Learning to adapt structured output space for semantic segmentation
Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, and Manmohan Chandraker · 2018
Earlier work this paper cites.
All about structure: Adapting structural information across domains for boosting semantic segmentation
Wei-Lun Chang, Hui-Po Wang, Wen-Hsiao Peng, and Wei-Chen Chiu · 2019
Earlier work this paper cites.
Panoptic segmentation: A review
Omar Elharrouss, Somaya Al-Maadeed, Nandhini Subramanian, Najmath Ottakath, Noor Almaadeed, and Yassine Himeur · 2021
Earlier work this paper cites.
Densepass: Dense panoramic semantic segmentation via unsupervised domain adaptation with attention-augmented context exchange
Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, and Rainer Stiefelhagen · 2021
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Pyramid vision transformer: A versatile backbone for dense prediction without convolutions
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, and Ling Shao · 2021
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Segformer: Simple and efficient design for semantic segmentation with transformers
Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M Alvarez, and Ping Luo · 2021
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Deep learning for omnidirectional vision: A survey and new perspectives
Hao Ai, Zidong Cao, Jinjing Zhu, Haotian Bai, Yucheng Chen, and Lin Wang · 2022
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Review on panoramic imaging and its applications in scene understanding
Shaohua Gao, Kailun Yang, Hao Shi, Kaiwei Wang, and Jian Bai · 2022
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Masked autoencoders are scalable vision learners
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, and Ross Girshick · 2022
Cited alongside, same era.
Lora: Low-rank adaptation of large language models
Edward J Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen, et al · 2022
Cited alongside, same era.
Bending reality: Distortion-aware transformers for adapting to panoramic semantic segmentation
Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, and Rainer Stiefelhagen · 2022
Cited alongside, same era.
Sam-adapter: Adapting segment anything in underperformed scenes
Tianrun Chen, Lanyun Zhu, Chaotao Deng, Runlong Cao, Yan Wang, Shangzhan Zhang, Zejian Li, Lingyun Sun, Ying Zang, and Papa Mao · 2023
Cited alongside, same era.
Segment anything, 2023
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick · 2023
Cited alongside, same era.
CoSAM: Self-correcting SAM for domain generalization in 2D medical image segmentation
Yihang Fu, Ziyang Chen, Yiwen Ye, Xingliang Lei, Zhisong Wang, and Yong Xia · 2024
Later among the works it cites.
Deformable mamba for wide field of view segmentation
Jie Hu, Junwei Zheng, Jiale Wei, Jiaming Zhang, and Rainer Stiefelhagen · 2024
Later among the works it cites.
DB-SAM: Delving into high quality universal medical image segmentation
Chao Qin, Jiale Cao, Huazhu Fu, Fahad Shahbaz Khan, and Rao Muhammad Anwer · 2024
Later among the works it cites.
Sam 2: Segment anything in images and videos
Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloe Rolland, Laura Gustafson, et al · 2024
Later among the works it cites.
Segment anything with multiple modalities, 2024
Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Naoto Yokoya, and Shijian Lu · 2024
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Xuewei Li, Tao Wu, Zhongang Qi, Gaoang Wang, Ying Shan, and Xi Li · 2023
Cited alongside, same era.
Hiera: A hierarchical vision transformer without the bells-and-whistles
Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, et al · 2023
Cited alongside, same era.
Robustness of segment anything model (sam) for autonomous driving in adverse weather conditions
Xinru Shan and Chaoning Zhang · 2023
Cited alongside, same era.
Medical sam adapter: Adapting segment anything model for medical image segmentation
Junde Wu, Wei Ji, Yuanpei Liu, Huazhu Fu, Min Xu, Yanwu Xu, and Yueming Jin · 2023
Cited alongside, same era.
RingMo-SAM: A foundation model for segment anything in multimodal remote-sensing images
Zhiyuan Yan, Junxi Li, Xuexue Li, Ruixue Zhou, Wenkai Zhang, Yingchao Feng, Wenhui Diao, Kun Fu, and Xian Sun · 2023
Cited alongside, same era.
Tianrun Chen, Ankang Lu, Lanyun Zhu, Chaotao Ding, Chunan Yu, Deyi Ji, Zejian Li, Lingyun Sun, Papa Mao, and Ying Zang · 2024
Cited alongside, same era.
Fusionsam: Latent space driven segment anything model for multimodal fusion and segmentation
Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Jiaqing Zhang, Yunsong Li, Leyuan Fang, and Chang Xu
Cited in the paper.
Later among the works it cites.
Samurai: Adapting segment anything model for zero-shot visual tracking with motion-aware memory, 2024
Cheng-Yen Yang, Hsiang-Wei Huang, Wenhao Chai, Zhongyu Jiang, and Jenq-Neng Hwang · 2024
Later among the works it cites.
Graph-guided test-time adaptation for glaucoma diagnosis using fundus photography
Qian Zeng, Le Zhang, Yipeng Liu, Ce Zhu, and Fan Zhang · 2024
Later among the works it cites.
Customize segment anything model for multi-modal semantic segmentation with mixture of lora experts
Chenyang Zhu, Bin Xiao, Lin Shi, Shoukun Xu, and Xu Zheng · 2024
Later among the works it cites.
Multi-source domain adaptation for panoramic semantic segmentation
Jing Jiang, Sicheng Zhao, Jiankun Zhu, Wenbo Tang, Zhaopan Xu, Jidong Yang, Guoping Liu, Tengfei Xing, Pengfei Xu, and Hongxun Yao · 2025
Closest in time.
Classwise-sam-adapter: Parameter efficient fine-tuning adapts segment anything to sar domain for semantic segmentation
Xinyang Pu, Hecheng Jia, Linghao Zheng, Feng Wang, and Feng Xu · 2025
Closest in time.