An empirical study on the robustness of the segment anything model (SAM).

Yun Zhao 0001 赵赟 Facebook Inc., Menlo Park, CA, USA University of California, Santa Barbara, Department of Computer Science, CA, USA Tsinghua University, Department of Electronic Engineering, Beijing, China https://sites.cs.ucsb.edu/~yunzhao/ https://scholar.google.com/citations?user=30s9RtsAAAAJ https://www.linkedin.com/in/yun-zhao https://github.com/YUNZHAOUCSB https://orcid.org/0000-0002-5544-8983 Yun Zhao Yun Zhao 0002 Zhejiang University of Science and Technology, School of Information and Electronic Engineering, Hangzhou, China https://orcid.org/0000-0001-7468-890X Yun Zhao 0003 https://orcid.org/0009-0004-5214-7175 https://www.wikidata.org/entity/Q130844180 Yun Zhao 0004 https://orcid.org/0000-0003-2047-0029 Yun Zhao 0005 https://orcid.org/0009-0008-0753-9240 Yun Zhao 0006 https://orcid.org/0000-0002-9579-8275 Yun Zhao 0007 https://orcid.org/0000-0002-4563-4475 Yun Zhao 0008 https://orcid.org/0000-0002-0333-4474 Yun Zhao 0009 https://orcid.org/0000-0001-8271-4987

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold An empirical study on the robustness of the segment anything model (SAM). 110685 2024 155 Pattern Recognit. https://doi.org/10.1016/j.patcog.2024.110685 db/journals/pr/pr155.html#WangZP24

Yuqing Wang 0004 Yun Zhao 0001 TRAM: Benchmarking Temporal Reasoning for Large Language Models. 6389-6415 2024 ACL (Findings) https://doi.org/10.18653/v1/2024.findings-acl.382 https://aclanthology.org/2024.findings-acl.382 conf/acl/2024f db/conf/acl/acl2024f.html#Wang024 Yuqing Wang 0004 Malvika Pillai Yun Zhao 0001 Catherine M. Curtin Tina Hernandez-Boussard FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. 2024 MLHC https://proceedings.mlr.press/v252/wang24a.html conf/mlhc/2024 db/conf/mlhc/mlhc2024.html#WangPZCH24 streams/conf/mlhc Yuqing Wang 0004 Yun Zhao 0001 Metacognitive Prompting Improves Understanding in Large Language Models. 1914-1926 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.106 conf/naacl/2024 db/conf/naacl/naacl2024.html#Wang024 Haotian Xia Zhengbang Yang Yuqing Wang 0004 Rhys Tracy Yun Zhao 0001 Dongdong Huang Zezhi Chen Yan Zhu Yuan-Fang Wang Weining Shen SportQA: A Benchmark for Sports Understanding in Large Language Models. 5061-5081 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.283 conf/naacl/2024 db/conf/naacl/naacl2024.html#XiaYWT0HCZWS24

Yuqing Wang 0004 Malvika Pillai Yun Zhao 0001 Catherine M. Curtin Tina Hernandez-Boussard FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. 2024 abs/2402.00955 CoRR https://doi.org/10.48550/arXiv.2402.00955 db/journals/corr/corr2402.html#abs-2402-00955

Haotian Xia Zhengbang Yang Yuqing Wang 0004 Rhys Tracy Yun Zhao 0001 Dongdong Huang Zezhi Chen Yan Zhu Yuan-Fang Wang Weining Shen SportQA: A Benchmark for Sports Understanding in Large Language Models. 2024 abs/2402.15862 CoRR https://doi.org/10.48550/arXiv.2402.15862 db/journals/corr/corr2402.html#abs-2402-15862

Yuqing Wang 0004 Yun Zhao 0001 RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models. 2024 abs/2406.11020 CoRR https://doi.org/10.48550/arXiv.2406.11020 db/journals/corr/corr2406.html#abs-2406-11020 streams/journals/corr

Yuqing Wang 0004 Yun Zhao 0001 Sara Alessandra Keller Anne A. H. de Hond Marieke M. van Buchem Malvika Pillai Tina Hernandez-Boussard Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models. 2024 abs/2406.12033 CoRR https://doi.org/10.48550/arXiv.2406.12033 db/journals/corr/corr2406.html#abs-2406-12033 streams/journals/corr

Haotian Xia Zhengbang Yang Yun Zhao 0001 Yuqing Wang 0004 Jingxi Li Rhys Tracy Zhuangdi Zhu Yuan-Fang Wang Hanjie Chen Weining Shen Language and Multimodal Models in Sports: A Survey of Datasets and Applications. 2024 abs/2406.12252 CoRR https://doi.org/10.48550/arXiv.2406.12252 db/journals/corr/corr2406.html#abs-2406-12252 streams/journals/corr

Haotian Xia Rhys Tracy Yun Zhao 0001 Yuqing Wang 0004 Yuan-Fang Wang Weining Shen Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera. 1407-1416 2023 ICDM (Workshops) https://doi.org/10.1109/ICDMW60847.2023.00179 conf/icdm/2023w db/conf/icdm/icdm2023w.html#XiaT0WWS23 Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding. 804-823 2023 MLHC https://proceedings.mlr.press/v219/wang23c.html conf/mlhc/2023 db/conf/mlhc/mlhc2023.html#Wang0P23

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding. 2023 abs/2304.05368 CoRR https://doi.org/10.48550/arXiv.2304.05368 db/journals/corr/corr2304.html#abs-2304-05368

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold An Empirical Study on the Robustness of the Segment Anything Model (SAM). 2023 abs/2305.06422 CoRR https://doi.org/10.48550/arXiv.2305.06422 db/journals/corr/corr2305.html#abs-2305-06422

Yuqing Wang 0004 Yun Zhao 0001 Metacognitive Prompting Improves Understanding in Large Language Models. 2023 abs/2308.05342 CoRR https://doi.org/10.48550/arXiv.2308.05342 db/journals/corr/corr2308.html#abs-2308-05342

Haotian Xia Rhys Tracy Yun Zhao 0001 Yuqing Wang 0004 Yuan-Fang Wang Weining Shen Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera. 2023 abs/2309.14753 CoRR https://doi.org/10.48550/arXiv.2309.14753 db/journals/corr/corr2309.html#abs-2309-14753

Yuqing Wang 0004 Yun Zhao 0001 TRAM: Benchmarking Temporal Reasoning for Large Language Models. 2023 abs/2310.00835 CoRR https://doi.org/10.48550/arXiv.2310.00835 db/journals/corr/corr2310.html#abs-2310-00835

Yuqing Wang 0004 Yun Zhao 0001 Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models. 2023 abs/2312.17661 CoRR https://doi.org/10.48550/arXiv.2312.17661 db/journals/corr/corr2312.html#abs-2312-17661

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold Predicting the need for blood transfusion in intensive care units with reinforcement learning. 7:1-7:10 2022 BCB https://doi.org/10.1145/3535508.3545523 conf/bcb/2022 db/conf/bcb/bcb2022.html#Wang0P22 Haotian Xia Rhys Tracy Yun Zhao 0001 Erwan Fraisse Yuan-Fang Wang Linda R. Petzold VREN: Volleyball Rally Dataset with Expression Notation Language. 337-346 2022 ICKG https://doi.org/10.1109/ICKG55886.2022.00050 conf/icbk/2022 db/conf/icbk/ickg2022.html#XiaTZFWP22

Yuqing Wang 0004 Yun Zhao 0001 Rachael Callcut Linda R. Petzold Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis. 2022 abs/2203.14469 CoRR https://doi.org/10.48550/arXiv.2203.14469 db/journals/corr/corr2203.html#abs-2203-14469

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold Enhancing Transformer Efficiency for Multivariate Time Series Classification. 2022 abs/2203.14472 CoRR https://doi.org/10.48550/arXiv.2203.14472 db/journals/corr/corr2203.html#abs-2203-14472

Yuqing Wang 0004 Yun Zhao 0001 Linda R. Petzold Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning. 2022 abs/2206.14198 CoRR https://doi.org/10.48550/arXiv.2206.14198 db/journals/corr/corr2206.html#abs-2206-14198

Haotian Xia Rhys Tracy Yun Zhao 0001 Erwan Fraisse Yuan-Fang Wang Linda R. Petzold VREN: Volleyball Rally Dataset with Expression Notation Language. 2022 abs/2209.13846 CoRR https://doi.org/10.48550/arXiv.2209.13846 db/journals/corr/corr2209.html#abs-2209-13846

Yun Zhao 0001 Data Mining in Neuroscience and Healthcare. University of California, Santa Barbara, USA 2021 https://www.escholarship.org/uc/item/7xf4z5m6 Yun Zhao 0001 Yuqing Wang 0004 Junfeng Liu Haotian Xia Zhenni Xu Qinghang Hong Zhiyang Zhou Linda R. Petzold Empirical Quantitative Analysis of COVID-19 Forecasting Models. 517-526 2021 ICDM (Workshops) https://doi.org/10.1109/ICDMW53433.2021.00069 conf/incdm/2021w db/conf/incdm/incdm2021w.html#ZhaoWLXXHZP21

Yun Zhao 0001 Qinghang Hong Xinlu Zhang Yu Deng Yuqing Wang 0004 Linda R. Petzold BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients. 2021 abs/2103.10928 CoRR https://arxiv.org/abs/2103.10928 db/journals/corr/corr2103.html#abs-2103-10928

Yuqing Wang 0004 Yun Zhao 0001 Rachael Callcut Linda R. Petzold Empirical Analysis of Machine Learning Configurations for Prediction of Multiple Organ Failure in Trauma Patients. 2021 abs/2103.10929 CoRR https://arxiv.org/abs/2103.10929 db/journals/corr/corr2103.html#abs-2103-10929

Xinlu Zhang Yun Zhao 0001 Rachael Callcut Linda R. Petzold Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks. 2021 abs/2106.11878 CoRR https://arxiv.org/abs/2106.11878 db/journals/corr/corr2106.html#abs-2106-11878

Yun Zhao 0001 Yuqing Wang 0004 Junfeng Liu Haotian Xia Zhenni Xu Qinghang Hong Zhiyang Zhou Linda R. Petzold Empirical Quantitative Analysis of COVID-19 Forecasting Models. 2021 abs/2110.00174 CoRR https://arxiv.org/abs/2110.00174 db/journals/corr/corr2110.html#abs-2110-00174

Yun Zhao 0001 Franklin Ly Qinghang Hong Zhuowei Cheng Tyler Santander Henry T. Yang Paul K. Hansma Linda R. Petzold How Much Does It Hurt: A Deep Learning Framework for Chronic Pain Score Assessment. 651-660 2020 ICDM (Workshops) https://doi.org/10.1109/ICDMW51313.2020.00092 conf/icdm/2020w db/conf/icdm/icdm2020w.html#ZhaoLHCSYHP20

Yun Zhao 0001 Richard M. Jiang 0002 Zhenni Xu Elmer Guzman Paul K. Hansma Linda R. Petzold Scalable Bayesian Functional Connectivity Inference for Multi-Electrode Array Recordings. 2020 abs/2007.02198 CoRR https://arxiv.org/abs/2007.02198 db/journals/corr/corr2007.html#abs-2007-02198

Yun Zhao 0001 Franklin Ly Qinghang Hong Zhuowei Cheng Tyler Santander Henry T. Yang Paul K. Hansma Linda R. Petzold How Much Does It Hurt: A Deep Learning Framework for Chronic Pain Score Assessment. 2020 abs/2009.12202 CoRR https://arxiv.org/abs/2009.12202 db/journals/corr/corr2009.html#abs-2009-12202

Yun Zhao 0001 Elmer Guzman Morgane Audouard Zhuowei Cheng Paul K. Hansma Kenneth S. Kosik Linda R. Petzold A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings. 197-210 2019 ICDM (Posters) conf/incdm/2019p db/conf/incdm/incdm2019p.html#ZhaoGACHKP19

Yun Zhao 0001 Elmer Guzman Morgane Audouard Zhuowei Cheng Paul K. Hansma Kenneth S. Kosik Linda R. Petzold A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings. 2019 abs/1906.02241 CoRR http://arxiv.org/abs/1906.02241 db/journals/corr/corr1906.html#abs-1906-02241

Yun Zhao 0001 An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction. 2019 abs/1909.05370 CoRR http://arxiv.org/abs/1909.05370 db/journals/corr/corr1909.html#abs-1909-05370

Xinyi Zhang 0003 Shiliang Tang Yun Zhao 0001 Gang Wang 0011 Haitao Zheng 0001 Ben Y. Zhao Cold Hard E-Cash: Friends and Vendors in the Venmo Digital Payments System. 387-396 2017 ICWSM https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15589 conf/icwsm/2017 db/conf/icwsm/icwsm2017.html#ZhangTZWZZ17 Tianchu Zhao Sheng Zhou 0001 Xueying Guo Yun Zhao 0001 Zhisheng Niu Pricing policy and computational resource provisioning for delay-aware mobile edge computing. 1-6 2016 ICCC https://doi.org/10.1109/ICCChina.2016.7636891 conf/iccchina/2016 db/conf/iccchina/iccchina2016.html#ZhaoZGZN16 Yangtian Yan Bangcheng Sun Yun Zhao 0001 Zhenhui Huang Hui Yang 0007 Jian Song 0004 A Bi-Directional Visible Light Communication System Based on DTMB-A. 1-4 2016 VTC Spring https://doi.org/10.1109/VTCSpring.2016.7504055 conf/vtc/2016s db/conf/vtc/vtc2016s.html#YanSZH0S16 Tianchu Zhao Sheng Zhou 0001 Xueying Guo Yun Zhao 0001 Zhisheng Niu A Cooperative Scheduling Scheme of Local Cloud and Internet Cloud for Delay-Aware Mobile Cloud Computing. 1-6 2015 GLOBECOM Workshops https://doi.org/10.1109/GLOCOMW.2015.7414063 conf/globecom/2015w db/conf/globecom/globecom2015w.html#ZhaoZGZN15 Yun Zhao 0001 Sheng Zhou 0001 Tianchu Zhao Zhisheng Niu Energy-efficient task offloading for multiuser mobile cloud computing. 1-5 2015 ICCC https://doi.org/10.1109/ICCChina.2015.7448613 conf/iccchina/2015 db/conf/iccchina/iccchina2015.html#ZhaoZZN15

Tianchu Zhao Sheng Zhou 0001 Xueying Guo Yun Zhao 0001 Zhisheng Niu A Cooperative Scheduling Scheme of Local Cloud and Internet Cloud for Delay-Aware Mobile Cloud Computing. 2015 abs/1511.08540 CoRR http://arxiv.org/abs/1511.08540 db/journals/corr/corr1511.html#ZhaoZGZN15

Morgane Audouard Marieke M. van Buchem Rachael Callcut Hanjie Chen Zezhi Chen Zhuowei Cheng Catherine M. Curtin Yu Deng Erwan Fraisse Xueying Guo Elmer Guzman Paul K. Hansma Tina Hernandez-Boussard Anne De HondAnne A. H. de Hond Qinghang Hong Dongdong Huang Zhenhui Huang Richard M. Jiang 0002 Sara Alessandra Keller Kenneth S. Kosik Jingxi Li Junfeng Liu Franklin Ly Zhisheng Niu Linda R. Petzold Malvika Pillai Tyler Santander Weining Shen Jian Song 0004 Bangcheng Sun Shiliang Tang Rhys Tracy Gang Wang 0011 Yuan-Fang Wang Yuqing Wang 0004 Haotian Xia Zhenni Xu Yangtian Yan Henry T. Yang Hui Yang 0007 Zhengbang Yang Xinlu Zhang Xinyi Zhang 0003 Ben Y. Zhao Tianchu Zhao Haitao Zheng 0001 Sheng Zhou 0001 Zhiyang Zhou Yan Zhu Zhuangdi Zhu