摘要
Artificial intelligence generated content(AIGC)has been a research hotspot in the field of artificial intelligence in recent years.It is expected to replace humans in performing some of the work of content generation at a low cost and a high volume,such as music,painting,multimodal content generation,news articles,summary reports,stock commentary summaries,and even content and digital people generated in the meta-universe.AIGC provides a new technical path for the development and implementation of AI in the future.
作者简介
Corresponding author:Junping ZHANG is a professor with the School of Computer Science,Fudan University.He received the BS degree in automation from Xiangtan University,China,in 1992,the MS degree in control theory and control engineering from Hunan University,China,in 2000,and the PhD degree in intelligent systems and pattern recognition from the Institution of Automation,Chinese Academy of Sciences,in 2003.He has more than 100 publications in major journals and international conferences,including IEEE TPAMI,IEEE TNNLS,IEEE TCYB,NeurIPS,ICCV,CVPR,ICML,and IJCAI.He has been an associate editor of IEEE Intell Syst since 2009.His research interests include machine learning,image processing,biometric authentication,and intelligent transportation systems.E-mail:jpzhang@fudan.edu.cn,ORCID:https://orcid.org/0000-0002-5924-3360;Lingyun SUN is a professor at Zhejiang University.He is the director of the International Design Institute,Ng Teng Fong Chaired Professor,and the director of the ZJU-SUTD Innovation,Design and Entrepreneurship Alliance.He has over 100 publications in leading academic journals and international conferences,including Des Sci,AAAI,and ACM CHI.His projects have won many awards,including the SAIL award in 2021.His research interests include design intelligence,generative AI,and information and interaction design;Cong JIN is an associate professor with the School of Information and Communication Engineering,Communication University of China.She received the BE,MAS,and PhD degrees in communication and information systems from Communication University of China in 2010,2013,and 2021,respectively.She has been presiding over an undertaking of the youth,general,and key projects of the National Natural Science Foundation,the Xiaomi Joint Fund of the Beijing Natural Science Foundation,and National Key Research and Development Projects.She has published more than 40 papers in IEEE Trans,ACM MM,and other international journals and conferences.She has served as a session chair or a program committee member for several major international conferences and as an associate editor or reviewer for several leading journals.Her research interests include hybrid man-machine performance,reinforcement learning,and music AI;Junbin GAO is a professor of big data analytics at the University of Sydney Business School,University of Sydney,and was a professor in computer science at the School of Computing and Mathematics,Charles Sturt University,Australia.He graduated from Huazhong University of Science and Technology(HUST),China,in 1982 with a BS degree in computational mathematics and obtained his PhD degree from Dalian University of Technology,China,in 1991.He was a lecturer in computer science from 2001 to 2005 at University of New England,Australia.From 1982 to 2001 he was an associate lecturer,lecturer,associate professor,and professor in the Department of Mathematics,HUST.He has published more than 160 papers in major journals and international conferences,including IEEE TPAMI,IEEE TNNLS,IEEE TCYB,NeurIPS,CVPR,ICML,AAAI,and IJCAI.His main research interests include machine learning,data analytics,Bayesian learning and inference,and image analysis;Xiaobing LI is a professor with the Central Conservatory of Music,the director of the Department of AI Music and Music Information Technology,the chair of the China Computer Federation(CCF)Computational Art Branch,the chair of the Chinese Association for Artificial Intelligence(CAAI)Art and the Artificial Intelligence Commission,a leading talent in philosophy and social sciences under the Ten Thousand Talent Program,a member of the Four-Batch Talent Project,and the Chief Expert of Major Projects of the National Social Science Foundation of China.Graduating from the Composition Department of the Central Conservatory of Music,he studied under the guide of Prof.Zuqiang WU.He has won domestic and international awards such as the Chinese Golden Bell Award for Music,the Wenhua Award of the Ministry of Culture,the Wenhua Composition Award,the First Prize of the National Opera and Dance Drama,and the National Five One Project Award.In 2008,he held the large-scale real-life concert at the Great Wall.In 2019,he held the large-scale real-life Concert of the Future at the Yan’an Luxun Academy of Fine Ar;Jiebo LUO is currently the Albert Arendt Hopeman Professor of Engineering and professor of computer science with University of Rochester,USA,which he joined in 2011 after a prolific career of 15 years with Kodak Research Laboratories.He has authored over 600 technical papers and holds more than 90 US patents.He has been involved in many technical conferences,including serving as a program cochair of ACM Multimedia 2010,IEEE CVPR 2012,ACM ICMR 2016,and IEEE ICIP 2017,and as a general co-chair of ACM Multimedia 2018 and IEEE ICME 2024.He was on the editorial boards of IEEE TPAMI,IEEE TMM,IEEE TCSVT,IEEE Trans Big Data,ACM TIST,Patt Recogn,and Intell Med.He was the Editor-in-Chief of IEEE TMM during 2020-2022.He is a fellow of NAI,ACM,AAAI,IEEE,SPIE,and IAPR.His research interests include computer vision,natural language processing,machine learning,data mining,computational social science,and digital health;Zhigeng PAN is a professor at Nanjing University of Information Science and Technology,China.He received the PhD degree in 1993.He has been a full professor with Zhejiang University since 1996.He has published more than 100 technical papers in important journals and conferences,including IEEE TPAMI,TVCG,IEEE MM,ACM MM,and IEEE VR.He is a member of ACM SIGGRAPH.He is also a program co-chair of CASA 2011,SIGGRAPH Asia 2011(Sketches and Posters),IEEE VR 2013,and SIGGRAPH Asia 2016(Symposium on Education),and a conference co-chair of VRCAI 2012,VRCAI 2013,VRCAI 2015,and CW 2016.He is the Editor-in-Chief of Metaverse.His research interests include virtual reality,computer graphics,and human-computer interaction;Ying TANG is a full professor and the Undergraduate Program Chair of Electrical and Computer Engineering at Rowan University,USA.She received the BS and MS degrees from Northeastern University,China,in 1996 and 1998,respectively,and the PhD degree from the New Jersey Institute of Technology,USA in 2001.Her work has been continuously supported by NSF,EPA,US Army,DOT,private foundations,and industry.She has three US patents,and over 230 peer-reviewed publications,including 77 journal articles,two edited books,and six book/encyclopedia chapters.She is presently an associate editor of IEEE TSMCS,IEEE TIV,IEEE TCSS,and Disc Artif Intell.Her research interests include cyber-physical social systems,extended reality,intelligent learning environments,modeling and adaptive control for computer-integrated systems,and sustainable production automation;Jingdong WANG is chief scientist for computer vision with Baidu.Before joining Baidu,he was a senior principal research manager with Microsoft Research Asia.His representative works include deep high-resolution network(HRNet),object-contextual representations for semantic segmentation(OCRNet),and neighborhood graph search(SPTAG)for large-scale vector search.He has been serving or served as an associate editor of IEEE TPAMI,IJCV,ACM TOMM,IEEE TMM,and IEEE TCSVT,and as an area chair of leading conferences in vision,multimedia,and AI,such as CVPR,ICCV,NeurIPS,ECCV,ACM MM,IJCAI,and AAAI.He was elected as an ACM distinguished member,a fellow of IAPR,and a fellow of IEEE,for his contributions to visual content understanding and retrieval.His areas of interest are computer vision,deep learning,and multimedia search.