Liqian Ma (马里千)
Algorithm Head
ZMO AI Inc.
Email: LiqianMa dot Scholar at outlook dot com
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I am the algorithm head at ZMO.AI and lead the R&D team for AIGC. I obtained my PhD degree at VISICS group of KU Leuven supervised by Prof. Luc Van Gool. Before this, I obtained my Master's and Bachelor's degree from Peking University and South China University of Technology. My research goal is to develop a creative self-learning AI system. Currently, I am working on image/video understanding and synthesis. Please contact me if you are interested in collaboration or internship/fulltime positions.
News
[2024.01] Our work "StableIdentity: Inserting Anybody into Anywhere at First Sight" is on the arXiv.
[2024.01] Our paper "PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping" is accepted by AAAI 2024.
[2023.10] Our paper "Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing" is accepted by ICCV 2023.
[2023.02] Our paper "GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images" is accepted by CVPR 2023.
[2022.08] Our paper "Controllable Radiance Fields for Dynamic Face Synthesis" is accepted by 3DV 2022.
[2022.08] Our paper "UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation" is accepted by ECCV 2022.
[2022.08] We won the Third Place Award in the WCPA Challenge Body Track of ECCV 2022.
Publications
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StableIdentity: Inserting Anybody into Anywhere at First Sight Qinghe Wang, Xu Jia, Xiaomin Li, Taiqing Li, Liqian Ma, Yunzhi Zhuge, Huchuan LuArXiv, 2024 [Project] [Code] [Paper] [BibTex] |
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PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping Luoyang Lin, Zutao Jiang, Xiaodan Liang, Liqian Ma, Michael C. Kampffmeyer, Xiaochun Cao,AAAI, 2024 [Project come soon] [Code come soon] [Paper] [BibTex] |
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Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing Lu Dai, Liqian Ma, Shenhan Qian, Hao Liu, Ziwei Liu, Hui Xiong,ICCV, 2023 [Project] [Code come soon] [Paper] [BibTex] |
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GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images Jianchuan Chen*, Wentao Yi*, Liqian Ma, Xu Jia, Huchuan Lu(*denotes equal contribution) CVPR, 2023 [Project] [Video] [Paper] [Arxiv] |
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UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation Shenhan Qian, Jiale Xu, Ziwei Liu, Liqian Ma, Shenghua GaoECCV, 2022 [Project] [Code] [Paper] |
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Pixel2ISDF: Implicit Signed Distance Fields based Human Body Model from Multi-view and Multi-pose Images Jianchuan Chen, Wentao Yi, Tiantian Wang, Xing Li, Liqian Ma, Yangyu Fan, Huchuan LuThird Place Award in WCPA Challenge Body Track, ECCV, 2022 [Paper] |
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Controllable Radiance Fields for Dynamic Face Synthesis Peiye Zhuang, Liqian Ma, Sanmi Koyejo, Alexander G. Schwing3DV, 2022 [Project] [Code] [Paper] |
Direct Dense Pose Estimation Liqian Ma, Lingjie Liu, Christian Theobalt, Luc Van Gool3DV, 2021 [Project] [Paper] [BibTex] |
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FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty Liqian Ma, Stamatios Georgoulis, Xu Jia, Luc Van GoolRA-L & ICRA, 2021 [Project] [Paper] [BibTex] |
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Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu,ECCV, 2020 [Project] [Paper] [ArXiv] [BibTex] |
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Unpaired Image Shape Translation Across Fashion Data Kaili Wang*, Liqian Ma*, José Oramas M., Luc Van Gool Tinne Tuytelaars(*denotes equal contribution) ICIP, 2020, Best Paper Awards Finalist [Paper] [BibTex] |
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A Novel BiLevel Paradigm for Image-to-Image Translation Liqian Ma, Qianru Sun, Bernt Schiele, Luc Van GoolArXiv, 2019 [Paper] [ArXiv] [BibTex] |
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Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van GoolICLR, 2019 [Project] [Code] [Paper] [ArXiv] [BibTex] |
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Customized Multi-Person Tracker Liqian Ma*, Siyu Tang*, Michael J. Black, Luc Van Gool(*denotes equal contribution) Asian Conference on Computer Vision (ACCV Oral), 2018 [Paper] [BibTex] |
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Disentangled Person Image Generation Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario FritzIn IEEE Conference on Computer Vision and Pattern Recognition (CVPR Spotlight), 2018 [Project] [Code] [Paper] [ArXiv] [BibTex] |
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Natural and Effective Obfuscation by Head Inpainting Qianru Sun*, Liqian Ma*, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz(*denotes equal contribution) In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [Code] [Paper] [ArXiv] [BibTex] |
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Pose Guided Person Image Generation Liqian Ma, Xu Jia*, Qianru Sun*, Tinne Tuytelaars, Bernt Schiele, Luc Van Gool(*denotes equal contribution) In Neural Information Processing Systems (NIPS), 2017 [Project] [Code] [Paper] [ArXiv] [Slides] [BibTex] |
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Orientation Driven Bag of Appearances for Person Re-identification Liqian Ma, Hong Liu, Liang Hu, Can Wang, Qianru SunArXiv, 2016 [Paper] [ArXiv] [BibTex] |
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A novel hierarchical Bag-of-Words model for compact action representation Qianru Sun, Hong Liu, Liqian Ma,Neurocomputing, 2016 [Paper] [BibTex] |
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Online person orientation estimation based on classifier update Hong Liu, Liqian Ma,In IEEE International Conference on Image Processing (ICIP Oral), 2015 [Paper] [BibTex] |
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Body-structure based feature representation for person re-identification Hong Liu, Liqian Ma, Can Wang,In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015 [Paper] [BibTex] |
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Depth Motion Detection—A Novel RS-Trigger Temporal Logic based Method Can Wang, Hong Liu, Liqian Ma,IEEE Signal Processing Letters (SPL), 2014 [Paper] [BibTex] |
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