[{"data":1,"prerenderedAt":363},["ShallowReactive",2],{"publication-2024\u002Fmtdiff-visual-anomaly-detection-with-multi-scale-diffusion-models-en":3,"publication-members":50},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"title":8,"description":7,"_hidden":6,"authors":9,"authors_orcid":13,"year":16,"doi":17,"openalex_id":18,"venue":19,"abstract_screenshot":14,"keywords":20,"body":37,"_type":43,"_id":44,"_source":45,"_file":46,"_stem":47,"_extension":48,"locale":49},"\u002Fpublications\u002F2024\u002Fmtdiff-visual-anomaly-detection-with-multi-scale-diffusion-models","2024",false,"","MTDiff: Visual anomaly detection with multi-scale diffusion models",[10,11,12],"Wang, Xubin","Li, Wenju","He, Xiangjian",[14,14,15],null,"0000-0001-8962-540X",2024,"https:\u002F\u002Fdoi.org\u002F10.1016\u002Fj.knosys.2024.112364","W4401503235","Knowledge-Based Systems",[21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],"Anomaly detection","Computer science","Robustness (evolution)","Construct (python library)","Usability","Data mining","Artificial intelligence","Pixel","Markov chain","Scale (ratio)","Pattern recognition (psychology)","Pipeline (software)","Detector","Anomaly (physics)","Machine learning","Human–computer interaction",{"type":38,"children":39,"toc":40},"root",[],{"title":7,"searchDepth":41,"depth":41,"links":42},2,[],"markdown","content:publications:2024:mtdiff-visual-anomaly-detection-with-multi-scale-diffusion-models.md","content","publications\u002F2024\u002Fmtdiff-visual-anomaly-detection-with-multi-scale-diffusion-models.md","publications\u002F2024\u002Fmtdiff-visual-anomaly-detection-with-multi-scale-diffusion-models","md","en",[51,64,69,80,87,95,101,110,117,123,128,138,145,154,160,172,181,190,196,204,209,217,223,231,235,245,252,260,265,274,280,288,294,302,307,313,323,331,337,345,350,358],{"_path":52,"title":53,"name":54,"role":55,"email":14,"image":56,"category":57,"interests":58,"order":41,"_id":63},"\u002Fmembers\u002Fstaff\u002Falain-chong","Vice President for Global Affairs and Partnerships · Professor of Information Systems and Digital Innovation","Alain Chong","Deputy Director of Lab","assets\u002F8.png","staff",[59,60,61,62],"信息系统与运作管理","计算机科学与运筹学","Information Systems and Operations Management","Computer Science and Operations Research","content:members:staff:alain-chong.md",{"_path":52,"title":65,"role":66,"interests":67,"_id":68},"全球事务与合作副校长 · 信息系统与数字创新教授","实验室副主任",[59,60],"content:members:staff:alain-chong.zh-CN.md",{"_path":70,"title":71,"name":72,"role":73,"email":14,"image":74,"category":57,"interests":75,"order":78,"_id":79},"\u002Fmembers\u002Fstaff\u002Fanthony-belloti","Professor","Anthony Belloti","Core Member","assets\u002F41.png",[76,77],"Machine Learning and Credit Risk Model","Model Risks",9,"content:members:staff:anthony-belloti.md",{"_path":70,"title":81,"role":82,"interests":83,"_id":86},"计算机科学系教授","核心成员",[84,85],"机器学习与信用风险模型","模型风险","content:members:staff:anthony-belloti.zh-CN.md",{"_path":88,"title":89,"name":89,"role":73,"email":14,"image":90,"category":57,"interests":91,"order":93,"_id":94},"\u002Fmembers\u002Fstaff\u002Fboon-giin-lee","Boon Giin Lee","assets\u002F31.jpg",[92],"Intelligent Sensor and Extended Reality",11,"content:members:staff:boon-giin-lee.md",{"_path":88,"title":96,"role":82,"interests":97,"_id":100},"人机交互实验室负责人 · 计算机科学系副教授",[98,99],"人机交互 HCI","智能传感与扩展现实技术","content:members:staff:boon-giin-lee.zh-CN.md",{"_path":102,"title":103,"name":103,"role":104,"email":14,"image":105,"category":57,"interests":106,"order":108,"_id":109},"\u002Fmembers\u002Fstaff\u002Fcong-cao","Cong Cao","Direction Leader","assets\u002FCC.png",[107],"Science and technology policy and institutional reform",7,"content:members:staff:cong-cao.md",{"_path":102,"title":111,"name":112,"role":113,"interests":114,"_id":116},"宁波诺丁汉大学商学院创新学教授","曹聪","方向带头人",[115],"科技政策与体制改革","content:members:staff:cong-cao.zh-CN.md",{"_path":118,"title":119,"name":119,"role":73,"email":14,"image":120,"category":57,"order":121,"_id":122},"\u002Fmembers\u002Fstaff\u002Fdave-towey","Dave Towey","assets\u002F32.jpg",8,"content:members:staff:dave-towey.md",{"_path":118,"title":124,"role":82,"interests":125,"_id":127},"计算机科学系教授 · 计算机科学系主任",[126],"计算机科学与语言学","content:members:staff:dave-towey.zh-CN.md",{"_path":129,"title":130,"name":130,"role":73,"email":14,"image":131,"category":57,"interests":132,"order":136,"_id":137},"\u002Fmembers\u002Fstaff\u002Ffazl-ullah-khan","Fazl Ullah Khan","assets\u002F44.png",[133,134,135],"Computer Network","Computer Architecture and Network Security","Software Engineering",12,"content:members:staff:fazl-ullah-khan.md",{"_path":129,"title":139,"role":82,"interests":140,"_id":144},"计算机科学系助理教授 · IEEE 高级会员",[141,142,143],"计算机网络","计算机和网络安全","软件工程","content:members:staff:fazl-ullah-khan.zh-CN.md",{"_path":146,"title":147,"name":148,"role":73,"email":14,"image":149,"category":57,"interests":150,"order":152,"_id":153},"\u002Fmembers\u002Fstaff\u002Fheng-yu","Associate Professor","Heng Yu","assets\u002FHENGYU.png",[151],"Embedded Systems Design",17,"content:members:staff:heng-yu.md",{"_path":146,"title":155,"name":156,"role":82,"interests":157,"_id":159},"计算机科学系副教授","于恒",[158],"嵌入式系统设计","content:members:staff:heng-yu.zh-CN.md",{"_path":161,"title":147,"name":162,"role":73,"email":14,"image":163,"category":57,"interests":164,"order":170,"_id":171},"\u002Fmembers\u002Fstaff\u002Fheshan-du","Heshan Du","assets\u002Fhesahndu.png",[165,166,167,168,169],"Logic, Knowledge Representation and Reasoning","Geographic Information Systems","Operations Research","Machine Learning","Reinforcement Learning",20,"content:members:staff:heshan-du.md",{"_path":161,"title":155,"name":173,"role":82,"interests":174,"_id":180},"杜何珊",[175,176,177,178,179],"逻辑与知识表示","地理信息系统","运筹学","机器学习","强化学习","content:members:staff:heshan-du.zh-CN.md",{"_path":182,"title":183,"name":184,"role":73,"email":14,"image":185,"category":57,"interests":186,"order":188,"_id":189},"\u002Fmembers\u002Fstaff\u002Fhuan-jin","Assistant Professor","Huan Jin","assets\u002Fhuanjin.png",[187,168],"Optimisation",21,"content:members:staff:huan-jin.md",{"_path":182,"title":191,"name":192,"role":82,"interests":193,"_id":195},"计算机科学系助理教授","靳欢",[194,178],"优化","content:members:staff:huan-jin.zh-CN.md",{"_path":197,"title":147,"name":198,"role":104,"email":14,"image":199,"category":57,"interests":200,"order":202,"_id":203},"\u002Fmembers\u002Fstaff\u002Fjianfeng-ren","Jianfeng Ren","assets\u002F42.jpg",[168,201],"Computer Vision",3,"content:members:staff:jianfeng-ren.md",{"_path":197,"title":155,"name":205,"role":113,"interests":206,"_id":208},"任剑锋",[178,207],"计算机视觉","content:members:staff:jianfeng-ren.zh-CN.md",{"_path":210,"title":211,"name":211,"role":104,"email":14,"image":212,"category":57,"interests":213,"order":215,"_id":216},"\u002Fmembers\u002Fstaff\u002Fjiawei-li","Jiawei Li","assets\u002F11.png",[214],"Computer Science and Artificial Intelligence",15,"content:members:staff:jiawei-li.md",{"_path":210,"title":218,"name":219,"role":113,"interests":220,"_id":222},"计算机科学系助理教授 · 英国诺丁汉大学博士后","李家炜",[221],"计算机与人工智能","content:members:staff:jiawei-li.zh-CN.md",{"_path":224,"title":147,"name":225,"role":73,"email":14,"image":226,"category":57,"interests":227,"order":229,"_id":230},"\u002Fmembers\u002Fstaff\u002Fmatthew-pike","Matthew Pike","assets\u002F43.jpg",[228],"Digitalised Learning",16,"content:members:staff:matthew-pike.md",{"_path":224,"title":155,"role":82,"interests":232,"_id":234},[233],"数字化学习","content:members:staff:matthew-pike.zh-CN.md",{"_path":236,"title":183,"name":237,"role":73,"email":14,"image":238,"category":57,"interests":239,"order":243,"_id":244},"\u002Fmembers\u002Fstaff\u002Fning-xue","Ning Xue","\u002Fimages\u002Fuon-logo.png",[240,241,242],"Artificial Intelligence","Computational Intelligence","Combinatorial Optimization",13,"content:members:staff:ning-xue.md",{"_path":236,"title":191,"name":246,"role":82,"interests":247,"_id":251},"薛宁",[248,249,250],"人工智能","计算智能","组合优化","content:members:staff:ning-xue.zh-CN.md",{"_path":253,"title":183,"name":254,"role":73,"email":14,"image":255,"category":57,"interests":256,"order":258,"_id":259},"\u002Fmembers\u002Fstaff\u002Fqian-zhang","Qian Zhang","assets\u002Fqz.png",[257,201,168],"Image Processing",14,"content:members:staff:qian-zhang.md",{"_path":253,"title":191,"name":261,"role":82,"interests":262,"_id":264},"张茜",[263,207,178],"图像处理","content:members:staff:qian-zhang.zh-CN.md",{"_path":266,"title":71,"name":267,"role":268,"email":14,"image":269,"category":57,"interests":270,"orcid":271,"order":272,"_id":273},"\u002Fmembers\u002Fstaff\u002Fruibin-bai","Ruibin Bai","Director of Lab","assets\u002F38.png",[62],"0000-0003-1722-568X",1,"content:members:staff:ruibin-bai.md",{"_path":266,"title":275,"name":276,"role":277,"interests":278,"_id":279},"教授","白瑞斌","实验室主任",[60],"content:members:staff:ruibin-bai.zh-CN.md",{"_path":281,"title":282,"name":282,"role":104,"email":14,"image":283,"category":57,"interests":284,"order":286,"_id":287},"\u002Fmembers\u002Fstaff\u002Fsean-he","Sean He","assets\u002F39.png",[201,285,168],"Data Analytics",5,"content:members:staff:sean-he.md",{"_path":281,"title":289,"name":290,"role":113,"interests":291,"_id":293},"计算机科学系教授 · 国家级讲席学者","何祥健",[207,292,178],"数据分析","content:members:staff:sean-he.zh-CN.md",{"_path":295,"title":296,"name":296,"role":73,"email":14,"image":297,"category":57,"interests":298,"order":300,"_id":301},"\u002Fmembers\u002Fstaff\u002Ftianxiang-cui","Tianxiang Cui","assets\u002Ftianxiangcui.png",[241,299,168,169],"Operation Research",19,"content:members:staff:tianxiang-cui.md",{"_path":295,"title":139,"name":303,"role":82,"interests":304,"_id":306},"崔天翔",[249,305,178,179],"运筹研究","content:members:staff:tianxiang-cui.zh-CN.md",{"_path":308,"title":71,"name":309,"role":73,"email":14,"image":310,"category":57,"order":311,"_id":312},"\u002Fmembers\u002Fstaff\u002Fxiuping-hua","Xiuping Hua","assets\u002FxiupignHua.png",10,"content:members:staff:xiuping-hua.md",{"_path":308,"title":314,"name":315,"role":82,"interests":316,"_id":322},"金融、会计与经济系教授","华秀萍",[317,318,319,320,321,84],"资产定价","公司金融","衍生品","金融科技","创新金融和普惠金融","content:members:staff:xiuping-hua.zh-CN.md",{"_path":324,"title":71,"name":325,"role":73,"email":14,"image":326,"category":57,"interests":327,"order":329,"_id":330},"\u002Fmembers\u002Fstaff\u002Fying-weng","Ying Weng","assets\u002Fyingweng.png",[201,257,328],"IoT",4,"content:members:staff:ying-weng.md",{"_path":324,"title":81,"name":332,"role":82,"interests":333,"_id":336},"翁莹",[207,263,334,335],"物联网 IoT","无线网络安全与服务质量","content:members:staff:ying-weng.zh-CN.md",{"_path":338,"title":183,"name":339,"role":73,"email":14,"image":340,"category":57,"interests":341,"order":343,"_id":344},"\u002Fmembers\u002Fstaff\u002Fyuan-yao","Yuan Yao","assets\u002Fyuanyao.png",[342],"Autonomous Agents and Multi-Agent Systems",18,"content:members:staff:yuan-yao.md",{"_path":338,"title":191,"name":346,"role":82,"interests":347,"_id":349},"姚远",[348],"自主智能体与多智能体系统","content:members:staff:yuan-yao.zh-CN.md",{"_path":351,"title":183,"name":352,"role":104,"email":14,"image":353,"category":57,"interests":354,"order":356,"_id":357},"\u002Fmembers\u002Fstaff\u002Fzheng-lu","Zheng Lu","assets\u002F13.png",[355],"Computer Science",6,"content:members:staff:zheng-lu.md",{"_path":351,"title":191,"name":359,"role":113,"interests":360,"_id":362},"卢正",[361],"计算机科学","content:members:staff:zheng-lu.zh-CN.md",1782639661058]