Publications

I study the world in 2D and 3D, backward and forward, using deterministic and stochastic methods.
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Music Style Transfer with Time-Varying Inversion of Diffusion Models
Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu
AAAI Conference on Artificial Intelligence, accepted (AAAI 2024)
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Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
Liang Hou, Qi Cao, Yige Yuan, Songtao Zhao, Chongyang Ma, Siyuan Pan, Pengfei Wan, Zhongyuan Wang, Huawei Shen, Xueqi Cheng
NeurIPS 2023, accepted
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Towards Practical Capture of High-Fidelity Relightable Avatars
Haotian Yang, Mingwu Zheng, Wanquan Feng, Haibin Huang, Yu-Kun Lai, Pengfei Wan, Zhongyuan Wang, Chongyang Ma
ACM SIGGRAPH Asia 2023, 23:1-23:11 (conference paper track)
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ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models
Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu
ACM Transactions on Graphics, Vol 42, Issue 6, Article 244 (SIGGRAPH Asia 2023)
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Multi-Modal Face Stylization with a Generative Prior
Mengtian Li*, Yi Dong*, Minxuan Lin, Haibin Huang, Pengfei Wan, Chongyang Ma (*Joint first authors)
Computer Graphics Forum, accepted (Pacific Graphics 2023)
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3D Keypoint Estimation Using Implicit Representation Learning
Xiangyu Zhu, Dong Du, Haibin Huang, Chongyang Ma, Xiaoguang Han
Computer Graphics Forum, accepted (SGP 2023)
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A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
ACM Transactions on Graphics, Vol 42, Issue 5, Article 169
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Semi-Weakly Supervised Object Kinematic Motion Prediction
Gengxin Liu, Qian Sun, Haibin Huang, Chongyang Ma, Yulan Guo, Li Yi, Hui Huang, Ruizhen Hu
IEEE Conference on Computer Vision and Pattern Recognition, 21726--21735 (CVPR 2023)
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HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
Yujian Zheng, Zirong Jin, Moran Li, Haibin Huang, Chongyang Ma, Shuguang Cui, Xiaoguang Han
IEEE Conference on Computer Vision and Pattern Recognition, 12726--12735 (CVPR 2023, selected as a highlight)
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Inversion-Based Style Transfer with Diffusion Models
Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu
IEEE Conference on Computer Vision and Pattern Recognition, 10146--10156 (CVPR 2023)
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Emotion-Aware Music Driven Movie Montage
Wuqin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Yu Song, Weiming Dong, Changsheng Xu
Computational Visual Media, accepted (CVM)
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Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channel-wise Perspective
Xiaoyu Kong, Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Yongyong Chen, Zhenyu He, Changsheng Xu
IEEE Transactions on Neural Networks and Learning Systems, accepted (TNNLS)
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Implicit Neural Deformation for Sparse-View Face Reconstruction
Moran Li, Haibin Huang, Yi Zheng, Mengtian Li, Nong Sang, Chongyang Ma
Computer Graphics Forum, Vol 41, Issue 7, 601--610 (Pacific Graphics 2022)
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LitAR: Visually Coherent Lighting for Mobile Augmented Reality
Yiqin Zhao, Chongyang Ma, Haibin Huang, Tian Guo
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2022, Vol 6, Issue 3, 153:1--153:29 (IMWUT)
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Automatic Quantization for Physics-Based Simulation
Jiafeng Liu, Haoyang Shi, Siyuan Zhang, Yin Yang, Chongyang Ma, Weiwei Xu
ACM Transactions on Graphics, Vol 41, Issue 4, Article 51 (SIGGRAPH 2022)
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Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning
Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu
ACM SIGGRAPH 2022, 12:1--12:8 (conference paper track)
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Task-Aware Sampling Layer for Point-Wise Analysis
Yiqun Lin, Lichang Chen, Haibin Huang, Chongyang Ma, Xiaoguang Han, Shuguang Cui
IEEE Transactions on Visualization and Computer Graphics, 2022, accepted (TVCG)
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MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image
Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, Xiaoyan Guo
IEEE Conference on Computer Vision and Pattern Recognition, 20544--20554 (CVPR 2022)
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StyTr2: Image Style Transfer with Transformers
Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu
IEEE Conference on Computer Vision and Pattern Recognition, 11326--11336 (CVPR 2022)
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Point Cloud Completion on Structured Feature Map with Feedback Network
Zejia Su, Haibin Huang, Chongyang Ma, Hui Huang, Ruizhen Hu
Computational Visual Media, 2023, Vol 9, Issue 1, 71--85 (CVMJ)
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Scene Synthesis via Uncertainty-Driven Attribute Synchronization
Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma, Yi Zheng, Chandrajit Bajaj, Qixing Huang
IEEE Conference on International Conference on Computer Vision, 5630--5640 (ICCV 2021)
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HPNet: Deep Primitive Segmentation Using Hybrid Representations
Siming Yan, Zhenpei Yang, Chongyang Ma, Haibin Huang, Etienne Vouga, Qixing Huang
IEEE Conference on International Conference on Computer Vision, 2753--2762 (ICCV 2021)
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Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration
Xingyu Chen, Yufeng Liu, Chongyang Ma, Jianlong Chang, Huayan Wang, Tian Chen, Xiaoyan Guo, Pengfei Wan, Wen Zheng
IEEE Conference on Computer Vision and Pattern Recognition, 13274--13283 (CVPR 2021)
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Distribution Aligned Multimodal and Multi-Domain Image Stylization
Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Changsheng Xu, Chongyang Ma
ACM Transactions on Multimedia Computing, Communications, and Applications, 2021, Vol 17, Issue 3, 96:1--96:17 (TOMM)
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Content-Based Visual Summarization for Image Collections
Xingjia Pan, Fan Tang, Weiming Dong, Chongyang Ma, Yiping Meng, Feiyue Huang, Tong-Yee Lee, Changsheng Xu
IEEE Transactions on Visualization and Computer Graphics, 2021, Vol 27, Issue 4, 2298--2312 (TVCG)
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Arbitrary Video Style Transfer via Multi-Channel Correlation
Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu
AAAI Conference on Artificial Intelligence, 1210--1217 (AAAI 2021)
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Learning to Assess Visual Aesthetics of Food Images
Kekai Sheng, Weiming Dong, Haibin Huang, Menglei Chai, Yong Zhang, Chongyang Ma, Bao-Gang Hu
Computational Visual Media, 2021, Vol 7, Issue 1, 139--152 (CVMJ)
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Exploring the Representativity of Art Paintings
Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Feiyue Huang, Oliver Deussen, Changsheng Xu
IEEE Transactions on Multimedia, 2020, Vol 23, 2794--2805 (TMM)
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Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets
Tian Chen*, Shijie An*, Yuan Zhang, Chongyang Ma, Huayan Wang, Xiaoyan Guo, Wen Zheng (*Joint first authors)
European Conference on Computer Vision, 90--108 (ECCV 2020)
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Dynamic Refinement Network for Oriented and Densely Packed Object Detection
Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu
IEEE Conference on Computer Vision and Pattern Recognition, 11207--11216 (CVPR 2020, oral presentation)
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Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Zaiwei Zhang, Zhenpei Yang, Chongyang Ma, Linjie Luo, Alexander Huth, Etienne Vouga, Qixing Huang
ACM Transactions on Graphics, Vol 39, Issue 2, Article 17 (presented at SIGGRAPH 2020)
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Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning
Kekai Sheng, Weiming Dong, Menglei Chai, Guohui Wang, Peng Zhou, Feiyue Huang, Bao-Gang Hu, Rongrong Ji, Chongyang Ma
AAAI Conference on Artificial Intelligence, 5709--5716 (AAAI 2020, spotlight presentation)
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Image Retargetability
Fan Tang, Weiming Dong, Yiping Meng, Chongyang Ma, Fuzhang Wu, Xinrui Li, Tong-Yee Lee
IEEE Transactions on Multimedia, 2020, Vol 22, Issue 3, 641--654 (TMM)
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LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning
Huaiyu Li, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu
International Conference on Machine Learning (ICML 2019)
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Real-Time Patch-Based Stylization of Portraits Using Generative Adversarial Network
David Futschik, Menglei Chai, Chen Cao, Chongyang Ma, Aleksei Stoliar, Sergey Korolev, Sergey Tulyakov, Michal Kučera, Daniel Sýkora
ACM/EG Expressive Symposium, 33--42 (Expressive 2019)
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Improving Extreme Low-Light Image Denoising via Residual Learning
Paras Maharjan, Zhu Li, Li Li, Ning Xu, Chongyang Ma, Yue Li
IEEE International Conference on Multimedia and Expo, 916--921 (ICME 2019)
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SiCloPe: Silhouette-Based Clothed People
Ryota Natsume*, Shunsuke Saito*, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima (*Joint first authors)
IEEE Conference on Computer Vision and Pattern Recognition, 4480--4490 (CVPR 2019, oral presentation)
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End-to-End Time-Lapse Video Synthesis from a Single Outdoor Image
Seonghyeon Nam, Chongyang Ma, Menglei Chai, William Brendel, Ning Xu, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition, 1409--1418 (CVPR 2019)
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Gourmet Photography Dataset for Food Image Aesthetic Assessment
Kekai Sheng, Weiming Dong, Haibin Huang, Chongyang Ma, Bao-Gang Hu
SIGGRAPH Asia 2018 Technical Briefs, Article 20
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Shunsuke Saito, Liwen Hu, Chongyang Ma, Hikaru Ibayashi, Linjie Luo, Hao Li
ACM Transactions on Graphics, Vol 37, Issue 6, Article 208 (SIGGRAPH Asia 2018)
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Kekai Sheng, Weiming Dong, Chongyang Ma, Xing Mei, Feiyue Huang, Bao-Gang Hu
ACM Multimedia Conference, 879--886 (MM 2018)
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Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, Hao Li
European Conference on Computer Vision, 336--354 (ECCV 2018)
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Daniel Ron, Kun Duan, Chongyang Ma, Ning Xu, Shenlong Wang, Sumant Hanumante, Dhritiman Sagar
International Conference on 3D Vision, 570--577 (3DV 2018)
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Jonathan Palacios, Lawrence Roy, Prashant Kumar, Chen-Yuan Hsu, Weikai Chen, Chongyang Ma, Li-Yi Wei, Eugene Zhang
ACM Transactions on Graphics, Vol 36, Issue 6, Article 188 (SIGGRAPH Asia 2017)
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Alex Smith, Sven Pohle, Wan-Chun Ma, Chongyang Ma, Xian-Chun Wu, Yanbing Chen, Etienne Danvoye, Jorge Jimenez, Sanjit Patel, Mike Sanders, Cyrus A. Wilson
Digital Production Symposium, Article 8 (DigiPro 2017)
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Sema Berkiten, Maciej Halber, Justin Solomon, Chongyang Ma, Hao Li, Szymon Rusinkiewicz
Computer Graphics Forum, Vol 36, Issue 2, 361--373 (Eurographics 2017, Best Paper Award Honorable Mention)
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Yong Zhang, Weiming Dong, Chongyang Ma, Xing Mei, Ke Li, Feiyue Huang, Bao-Gang Hu, Oliver Deussen
IEEE Transactions on Image Processing, 2017, Vol 26, Issue 1, 464--478 (TIP)
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Tensor Field Design in Volumes
Jonathan Palacios, Chongyang Ma, Weikai Chen, Li-Yi Wei, Eugene Zhang
SIGGRAPH Asia 2016 Technical Briefs, Article 18
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Semantically-aware Blendshape Rigs from Facial Performance Measurements
Wan-Chun Ma, Mathieu Lamarre, Etienne Danvoye, Chongyang Ma, Manny Ko, Javier von der Pahlen, Cyrus Wilson
SIGGRAPH Asia 2016 Technical Briefs, Article 3
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Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwei Lyu, Feiyue Huang, Xiaopeng Zhang
IEEE Transactions on Visualization and Computer Graphics, 2016, Vol 22, Issue 12, 2564--2578 (TVCG)
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Liwen Hu, Chongyang Ma, Linjie Luo, Hao Li
ACM Transactions on Graphics, Vol 34, Issue 4, Article 125 (SIGGRAPH 2015)
Generating physically plausible 3D hair from a single photograph.
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Hao Li, Laura Trutoiu, Kyle Olszewski, Lingyu Wei, Tristan Trutna, Pei-Lun Hsieh, Aaron Nicholls, Chongyang Ma
ACM Transactions on Graphics, Vol 34, Issue 4, Article 47 (SIGGRAPH 2015)
Capturing full-face expressions while wearing a VR HMD.
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Pei-Lun Hsieh, Chongyang Ma, Jihun Yu, Hao Li
IEEE Conference on Computer Vision and Pattern Recognition, 1675--1683 (CVPR 2015)
Face tracking in the presence of occlusions.
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Liwen Hu, Chongyang Ma, Linjie Luo, Li-Yi Wei, Hao Li
ACM Transactions on Graphics, Vol 33, Issue 6, Article 225 (SIGGRAPH Asia 2014)
Capturing braids using a handheld Kinect.
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Liwen Hu, Chongyang Ma, Linjie Luo, Hao Li
ACM Transactions on Graphics, Vol 33, Issue 4, Article 126 (SIGGRAPH 2014)
Reconstructing physically plausible strands from multi-view hair capture.
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Chongyang Ma, Nicholas Vining, Sylvain Lefebvre, Alla Sheffer
Computer Graphics Forum, Vol 33, Issue 2, 95--104 (Eurographics 2014)
A technique to generate level layout from connectivity graph and room templates.
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Chongyang Ma, Haibin Huang, Alla Sheffer, Evangelos Kalogerakis, Rui Wang
Computer Graphics Forum, Vol 33, Issue 2, 175--184 (Eurographics 2014)
An analogy-driven shape synthesis technique for style transfer and scan completion.
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Chongyang Ma, Li-Yi Wei, Sylvain Lefebvre, Xin Tong
ACM Transactions on Graphics, Vol 32, Issue 4, Article 90 (SIGGRAPH 2013)
A general purpose method for analysis and synthesis of spatial and temporal repetitions.
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Chongyang Ma, Li-Yi Wei, Xin Tong
ACM Transactions on Graphics, Vol 30, Issue 4, Article 62 (SIGGRAPH 2011)
A data-driven method for synthesis of element distribution.
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Baoquan Liu, Li-Yi Wei, Xu Yang, Chongyang Ma, Ying-Qing Xu, Baining Guo, Enhua Wu
Computer Graphics Forum, 2011, Vol 30, Issue 8, 2156--2169 (CGF)

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Chongyang Ma, Li-Yi Wei, Baining Guo, Kun Zhou
ACM Transactions on Graphics, Vol 28, Issue 5, Article 110 (SIGGRAPH Asia 2009)
A technique to generate motion details from texture exemplars.

Ph.D. Thesis

Modeling Geometric and Dynamic Details Based on Texture Exemplars
Chongyang Ma
Institute for Advanced Study, Tsinghua University. June, 2012
A (more or less) trivial concatenation of my first 3 SIGGRAPH papers.