Generative models for SAR-optical image translation: A systematic review.

Xiaojun Shan

Zhao Wang Zheng Zhang 0021 Xiaojun Shan Hong'an Wei Ping Tang Generative models for SAR-optical image translation: A systematic review. 105009 2026 146 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2025.105009 db/journals/aeog/aeog146.html#WangZSWT26 streams/journals/aeog

Xiaojun Shan Haoyu Shen Yucheng Mao Xiang Zhang 0015 Abhay Anand Bingnan Li Haiyang Xu 0002 Zhuowen Tu CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation in Vision Foundation Models. 2026 March abs/2603.14957 CoRR https://doi.org/10.48550/arXiv.2603.14957 db/journals/corr/corr2603.html#abs-2603-14957 streams/journals/corr

Xin Lin Shi Luo Xiaojun Shan Xiaoyu Zhou Chao Ren 0002 Lu Qi 0001 Ming-Hsuan Yang 0001 Nuno Vasconcelos HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes. 2025 ICLR https://openreview.net/forum?id=25Zlvl7JxW conf/iclr/2025 db/conf/iclr/iclr2025.html#LinLSZ0Q0V25 Yijiang Li Genpei Zhang Jiacheng Cheng Yi Li 0051 Xiaojun Shan Dashan Gao 0001 Jiancheng Lyu Yuan Li Ning Bi Nuno Vasconcelos EgoPrivacy: What Your First-Person Camera Says About You? 2025 ICML https://proceedings.mlr.press/v267/li25ds.html https://openreview.net/forum?id=aMXOX8VrNq conf/icml/2025 db/conf/icml/icml2025.html#LiZCLS0LLBV25 Guancheng Wan Zewen Liu 0005 Xiaojun Shan Max S. Y. Lau B. Aditya Prakash Wei Jin 0009 EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph. 2025 ICML https://proceedings.mlr.press/v267/wan25b.html https://openreview.net/forum?id=Cnfogmxymj conf/icml/2025 db/conf/icml/icml2025.html#Wan0SLP025

Yuelei Li Hyunjin Kim 0004 Fangneng Zhan Ri-Zhao Qiu Mazeyu Ji Xiaojun Shan Xueyan Zou Paul Liang Hanspeter Pfister Xiaolong Wang 0004 Visual Acoustic Fields. 2025 March abs/2503.24270 CoRR https://doi.org/10.48550/arXiv.2503.24270 db/journals/corr/corr2503.html#abs-2503-24270 streams/journals/corr

Xiaojun Shan Qi Cao Xing Han Haofei Yu Paul Pu Liang MINT: Multimodal Instruction Tuning with Multimodal Interaction Grouping. 2025 June abs/2506.02308 CoRR https://doi.org/10.48550/arXiv.2506.02308 db/journals/corr/corr2506.html#abs-2506-02308 streams/journals/corr

Yijiang Li Genpei Zhang Jiacheng Cheng Yi Li 0051 Xiaojun Shan Dashan Gao 0001 Jiancheng Lyu Yuan Li Ning Bi Nuno Vasconcelos EgoPrivacy: What Your First-Person Camera Says About You? 2025 June abs/2506.12258 CoRR https://doi.org/10.48550/arXiv.2506.12258 db/journals/corr/corr2506.html#abs-2506-12258 streams/journals/corr

Xiaoyuan Wang Yizhou Zhao Botao Ye Xiaojun Shan Weijie Lyu Lu Qi 0001 Kelvin C. K. Chan Yinxiao Li Ming-Hsuan Yang 0001 HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis. 2025 June abs/2506.19291 CoRR https://doi.org/10.48550/arXiv.2506.19291 db/journals/corr/corr2506.html#abs-2506-19291 streams/journals/corr

Bingnan Li Chen-Yu Wang Haiyang Xu 0002 Xiang Zhang 0015 Ethan Armand Divyansh Srivastava Xiaojun Shan Zeyuan Chen Jianwen Xie Zhuowen Tu OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps. 2025 September abs/2509.19282 CoRR https://doi.org/10.48550/arXiv.2509.19282 db/journals/corr/corr2509.html#abs-2509-19282 streams/journals/corr

Enxin Song Wenhao Chai Shusheng Yang Ethan Armand Xiaojun Shan Haiyang Xu 0002 Jianwen Xie Zhuowen Tu VideoNSA: Native Sparse Attention Scales Video Understanding. 2025 October abs/2510.02295 CoRR https://doi.org/10.48550/arXiv.2510.02295 db/journals/corr/corr2510.html#abs-2510-02295 streams/journals/corr

Xiaoyu Zhou Zhiwei Lin Xiaojun Shan Yongtao Wang Deqing Sun Ming-Hsuan Yang 0001 DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes. 21634-21643 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02044 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ZhouLSWS024 Jun Xia 0001 Shaorong Chen Jingbo Zhou Xiaojun Shan Wenjie Du 0003 Zhangyang Gao Cheng Tan 0012 Bozhen Hu Jiangbin Zheng 0002 Stan Z. Li AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/034b4a2860d4d170ce663584bc78cb32-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#0001CZSDG0HZL24

Xiaojun Shan Jingyi Zhang Does the Rational Function Model's Accuracy for GF1 and GF6 WFV Images Satisfy Practical Requirements? 2820 2023 June 15 Remote. Sens. 11 https://doi.org/10.3390/rs15112820 db/journals/remotesensing/remotesensing15.html#ShanZ23

Xiaoyu Zhou Zhiwei Lin Xiaojun Shan Yongtao Wang Deqing Sun Ming-Hsuan Yang 0001 SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image. 22773-22783 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.02087 conf/iccv/2023 db/conf/iccv/iccv2023.html#ZhouLSWS023 Qiang Gao 0003 Xiaojun Shan Yuchen Zhang Fan Zhou 0002 Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/d7b3cef7c31b94a4a533db83d01a8882-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#GaoSZ023

Xiaoyu Zhou Zhiwei Lin Xiaojun Shan Yongtao Wang Deqing Sun Ming-Hsuan Yang 0001 SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image. 2023 abs/2309.06323 CoRR https://doi.org/10.48550/arXiv.2309.06323 db/journals/corr/corr2309.html#abs-2309-06323

Bo Zhong Aixia Yang Qinhuo Liu Shanlong Wu Xiaojun Shan Xihan Mu Longfei Hu Junjun Wu Analysis Ready Data of the Chinese GaoFen Satellite Data. 1709 2021 13 Remote. Sens. 9 https://doi.org/10.3390/rs13091709 db/journals/remotesensing/remotesensing13.html#ZhongYLWSMHW21

Xiaojun Shan Jun Zhuang 0001 A game-theoretic approach to modeling attacks and defenses of smart grids at three levels. 106683 2020 195 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2019.106683 https://www.wikidata.org/entity/Q127216388 db/journals/ress/ress195.html#ShanZ20

Zhan-Ting Gao Xiaojun Shan Silei Shan Mohammad T. Khasawneh Staffing optimisation in standardised care management processes. 459-471 2019 70 J. Oper. Res. Soc. 3 https://doi.org/10.1080/01605682.2018.1447247 db/journals/jors/jors70.html#GaoSSK19

Xiaojun Shan Jun Zhuang 0001 Modeling cumulative defensive resource allocation against a strategic attacker in a multi-period multi-target sequential game. 12-26 2018 179 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2017.03.022 db/journals/ress/ress179.html#ShanZ18

Xiaojun Shan Jun Zhuang 0001 Modeling Credible Retaliation Threats in Deterring the Smuggling of Nuclear Weapons Using Partial Inspection - A Three-Stage Game. 43-62 2014 11 Decis. Anal. 1 https://doi.org/10.1287/deca.2013.0288 db/journals/da/da11.html#ShanZ14

Xiaojun Shan Jun Zhuang 0001 Subsidizing to disrupt a terrorism supply chain - a four-player game. 1108-1119 2014 65 J. Oper. Res. Soc. 7 https://doi.org/10.1057/jors.2013.53 db/journals/jors/jors65.html#ShanZ14

Chang-Miao Hu Xiaojun Shan Zheng Zhang 0021 Dehazing algorithm's high performance and parallel computing for GF-1 Satellite Images. 374-378 2014 DSAA https://doi.org/10.1109/DSAA.2014.7058099 conf/dsaa/2014 db/conf/dsaa/dsaa2014.html#HuSZ14

Xiaojun Shan Jun Zhuang 0001 Hybrid defensive resource allocations in the face of partially strategic attackers in a sequential defender-attacker game. 262-272 2013 228 Eur. J. Oper. Res. 1 https://doi.org/10.1016/j.ejor.2013.01.029 db/journals/eor/eor228.html#ShanZ13

Yongquan Zhao Xiaojun Shan Ping Tang Modis data-based spatial consistency correction of low-resolution multi-source remote sensing imagery. 2524-2527 2013 IGARSS https://doi.org/10.1109/IGARSS.2013.6723335 conf/igarss/2013 db/conf/igarss/igarss2013.html#ZhaoST13 Jun Zhuang 0001 John Coles Peiqiu Guan Fei He 0006 Xiaojun Shan Strategic interactions in disaster preparedness and relief in the face of man-made and natural disasters. 2012 ISCRAM http://idl.iscram.org/files/zhuang/2012/244_Zhuang_etal2012.pdf conf/iscram/2012 db/conf/iscram/iscram2012.html#ZhuangCGHS12 Abhay Anand Ethan Armand Ning Bi Qi Cao Wenhao Chai Kelvin C. K. Chan Shaorong Chen Zeyuan Chen Jiacheng Cheng John Coles Wenjie Du 0003 Dashan Gao 0001 Qiang Gao 0003 Zhan-Ting Gao Zhangyang Gao Peiqiu Guan Xing Han Fei He 0006 Bozhen Hu Chang-Miao Hu Longfei Hu Mazeyu Ji Wei Jin 0009 Mohammad T. Khasawneh Hyunjin Kim 0004 Max S. Y. Lau Bingnan Li Stan Z. Li Yi Li 0051 Yijiang Li Yinxiao Li Yuan Li Yuelei Li Paul Liang Paul Pu Liang Xin Lin Zhiwei Lin Qinhuo Liu Zewen Liu 0005 Shi Luo Jiancheng Lyu Weijie Lyu Yucheng Mao Xihan Mu Hanspeter Pfister B. Aditya Prakash Lu Qi 0001 Ri-Zhao Qiu Chao Ren 0002 Silei Shan Haoyu Shen Enxin Song Divyansh Srivastava Deqing Sun Cheng Tan 0012 Ping Tang Zhuowen Tu Nuno Vasconcelos Guancheng Wan Chenyu WangChen-Yu Wang Xiaolong Wang 0004 Xiaoyuan Wang Yongtao Wang Zhao Wang Hong'an Wei Junjun Wu Shanlong Wu Jun Xia 0001 Jianwen Xie Haiyang Xu 0002 Aixia Yang Ming-Hsuan Yang 0001 Shusheng Yang Botao Ye Haofei Yu Fangneng Zhan Genpei Zhang Jingyi Zhang Xiang Zhang 0015 Yuchen Zhang Zheng Zhang 0021 Yizhou Zhao Yongquan Zhao Jiangbin Zheng 0002 Bo Zhong Fan Zhou 0002 Jingbo Zhou Xiaoyu Zhou Jun Zhuang 0001 Xueyan Zou