Sizhuo Ma

According to our database, Sizhuo Ma authored at least 37 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Velocity Disambiguation for Video Frame Interpolation.

Zhihang Zhong, Yiming Zhang, Wei Wang, Xiao Sun, Yu Qiao, Gurunandan Krishnan, Sizhuo Ma, Jian Wang

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

Bounded-Compute Multimodal Regression for Product-Rating Prediction.

William Leach, Ru He, Sizhuo Ma, Yizhen Jia, Min Cao, Jian Wang, Rick Cao

CoRR, May, 2026

The Fourth Challenge on Image Super-Resolution (⨉4) at NTIRE 2026: Benchmark Results and Method Overview.

Zheng Chen, Kai Liu, Jingkai Wang, Xianglong Yan, Jianze Li, Ziqing Zhang, Jue Gong, Jiatong Li, Lei Sun, Xiaoyang Liu, Radu Timofte, Yulun Zhang, Jihye Park, Yoonjin Im, Hyungju Chun, Hyunhee Park, MinKyu Park, Zheng Xie, Xiangyu Kong, Weijun Yuan, Zhan Li, Qiurong Song, Luen Zhu, Fengkai Zhang, Xinzhe Zhu, Junyang Chen, Congyu Wang, Yixin Yang, Zhaorun Zhou, Jiangxin Dong, Jinshan Pan, Shengwei Wang, Jiajie Ou, Baiang Li, Sizhuo Ma, Qiang Gao, Jusheng Zhang, Jian Wang, Keze Wang, Yijiao Liu, Yingsi Chen, Hui Li, Yu Wang, Congchao Zhu, Saeed Ahmad, Ik Hyun Lee, Jun Young Park, Ji Hwan Yoon, Kainan Yan, Zian Wang, Weibo Wang, Shihao Zou, Chao Dong, Wei Zhou, Linfeng Li, Jaeseong Lee, Jaeho Chae, Jinwoo Kim, Seonjoo Kim, Yucong Hong, Zhenming Yan, Junye Chen, Ruize Han, Song Wang, Yuxuan Jiang, Chengxi Zeng, Tianhao Peng, Fan Zhang, David Bull, Tongyao Mu, Qiong Cao, Yifan Wang, Youwei Pan, Leilei Cao, Xiaoping Peng, Wei Deng, Yifei Chen, Wenbo Xiong, Xian Hu, Yuxin Zhang, Xiaoyun Cheng, Yang Ji, Zonghao Chen, Zhihao Xue, Junqin Hu, Nihal Kumar, Snehal Singh Tomar, Klaus Mueller, Surya Vashisth, Prateek Shaily, Jayant Kumar, Hardik Sharma, Ashish Negi, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Shijun Shi, Jiangning Zhang, et al.

CoRR, April, 2026

gQIR: Generative Quanta Image Reconstruction.

Aryan Garg, Sizhuo Ma, Mohit Gupta

CoRR, February, 2026

Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars.

Eric Ming Chen, Di Liu, Sizhuo Ma, Michael Vasilkovsky, Bing Zhou, Qiang Gao, Wenzhou Wang, Jiahao Luo, Dimitris N. Metaxas, Vincent Sitzmann, Jian Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Towards Redundancy Reduction in Diffusion Models for Efficient Video Super-Resolution.

Jinpei Guo, Yifei Ji, Zheng Chen, Yufei Wang, Sizhuo Ma, Yong Guo, Yulun Zhang, Jian Wang

CoRR, September, 2025

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results.

Dasong Li, Sizhuo Ma, Hang Hua, Wenjie Li, Jian Wang, Chris Wei Zhou, Fengbin Guan, Xin Li, Zihao Yu, Yiting Lu, Ru-Ling Liao, Yan Ye, Zhibo Chen, Wei Sun, Linhan Cao, Yuqin Cao, Weixia Zhang, Wen Wen, Kaiwei Zhang, Zijian Chen, Fangfang Lu, Xiongkuo Min, Guangtao Zhai, Erjia Xiao, Lingfeng Zhang, Zhenjie Su, Hao Cheng, Yu Liu, Renjing Xu, Long Chen, Xiaoshuai Hao, Zhenpeng Zeng, Jianqin Wu, Xuxu Wang, Qian Yu, Bo Hu, Weiwei Wang, Pinxin Liu, Yunlong Tang, Luchuan Song, Jinxi He, Jiaru Wu, Hanjia Lyu

CoRR, September, 2025

DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor.

Wei-Ting Chen, Yu-Jiet Vong, Yi-Tsung Lee, Sy-Yen Kuo, Qiang Gao, Sizhuo Ma, Jian Wang

CoRR, May, 2025

Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars.

Eric M. Chen, Di Liu, Sizhuo Ma, Michael Vasilkovsky, Bing Zhou, Qiang Gao, Wenzhou Wang, Jiahao Luo, Dimitris N. Metaxas, Vincent Sitzmann, Jian Wang

CoRR, March, 2025

Privacy-Preserving Visual Localization With Event Cameras.

Junho Kim, Young Min Kim, Ramzi Zahreddine, Weston A. Welge, Gurunandan Krishnan, Sizhuo Ma, Jian Wang

IEEE Trans. Image Process., 2025

Personalized Restoration via Dual-Pivot Tuning.

Pradyumna Chari, Sizhuo Ma, Daniil Ostashev, Achuta Kadambi, Gurunandan Krishnan, Jian Wang, Kfir Aberman

IEEE Trans. Image Process., 2025

Privacy-Enabled Parallax Display.

Sizhuo Ma, Karl Bayer, Gurunandan Krishnan, Mohit Gupta, Shree K. Nayar

Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2025

InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention.

Howard Zhang, Yuval Alaluf, Sizhuo Ma, Achuta Kadambi, Jian Wang, Kfir Aberman

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results.

Sizhuo Ma, Wei-Ting Chen, Qiang Gao, Jian Wang, Chris Wei Zhou, Wei Sun, Weixia Zhang, Linhan Cao, Jun Jia, Xiangyang Zhu, Dandan Zhu, Xiongkuo Min, Guangtao Zhai, Baoying Chen, Xiongwei Xiao, Jishen Zeng, Wei Wu, Tiexuan Lou, Yuchen Tan, Chunyi Song, Zhiwei Xu, MohammadAli Hamidi, Hadi Amirpour, Mingyin Bai, Jiawang Du, Zhenyu Jiang, Zilong Lu, Ziguan Cui, Zongliang Gan, Xinpeng Li, Shiqi Jiang, Chenhui Li, Changbo Wang, Weijun Yuan, Zhan Li, Yihang Chen, Yifan Deng, Ruting Deng, Zhanglu Chen, Boyang Yao, Shuling Zheng, Feng Zhang, Zhiheng Fu, Abhishek Joshi, Aman Agarwal, Rakhil Immidisetti, Ajay Narasimha Mopidevi, Vishwajeet Shukla, Hao Yang, Ruikun Zhang, Liyuan Pan, Kaixin Deng, Hang Ouyang, Fan Yang, Zhizun Luo, Zhuohang Shi, Songning Lai, Weilin Ruan, Yutao Yue

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results.

Dasong Li, Sizhuo Ma, Hang Hua, Wenjie Li, Jian Wang, Chris Wei Zhou, Fengbin Guan, Xin Li, Zihao Yu, Yiting Lu, Ru-Ling Liao, Yan Ye, Zhibo Chen, Wei Sun, Linhan Cao, Yuqin Cao, Weixia Zhang, Wen Wen, Kaiwei Zhang, Zijian Chen, Fangfang Lu, Xiongkuo Min, Guangtao Zhai, Erjia Xiao, Lingfeng Zhang, Zhenjie Su, Hao Cheng, Yu Liu, Renjing Xu, Long Chen, Xiaoshuai Hao, Zhenpeng Zeng, Jianain Wu, Xuxu Wang, Oian Yu, Bo Hu, Weiwei Wang, Pinxin Liu, Yunlong Tang, Luchuan Song, Jinxi He, Jiaru Wu, Hanjia Lyu

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution.

Aditya Arora, Zhengzhong Tu, Yufei Wang, Ruizheng Bai, Jian Wang, Sizhuo Ma

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

DiffBody: Human Body Image Restoration with Generative Diffusion Prior.

Yiming Zhang, Lionel Z. Wang, Sizhuo Ma, Xinjie Li, Jian Ren, Zhihang Zhong, Jian Wang

Proceedings of the IEEE International Conference on Computational Photography, 2025

Exposure-Limited Image Enhancement with Generative Diffusion Prior.

Baiang Li, Sizhuo Ma, Yanhong Zeng, Xiaogang Xu, Youqing Fang, Zhao Zhang, Jian Wang, Kai Chen

Proceedings of the IEEE International Conference on Computational Photography, 2025

2024

Perspective-Aligned AR Mirror with Under-Display Camera.

Jian Wang, Sizhuo Ma, Karl Bayer, Yi Zhang, Peihao Wang, Bing Zhou, Shree K. Nayar, Gurunandan Krishnan

ACM Trans. Graph., December, 2024

DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs.

Zhixiang Wang, Yu-Lun Liu, Jia-Bin Huang, Shin'ichi Satoh, Sizhuo Ma, Gurunandan Krishnan, Jian Wang

Int. J. Comput. Vis., November, 2024

Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior.

Baiang Li, Sizhuo Ma, Yanhong Zeng, Xiaogang Xu, Youqing Fang, Zhao Zhang, Jian Wang, Kai Chen

CoRR, 2024

Clearer Frames, Anytime: Resolving Velocity Ambiguity in Video Frame Interpolation.

Zhihang Zhong, Gurunandan Krishnan, Xiao Sun, Yu Qiao, Sizhuo Ma, Jian Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Delving Deep into Engagement Prediction of Short Videos.

Dasong Li, Wenjie Li, Baili Lu, Hongsheng Li, Sizhuo Ma, Gurunandan Krishnan, Jian Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Holodepth: Programmable Depth-Varying Projection via Computer-Generated Holography.

Dorian Chan, Matthew O'Toole, Sizhuo Ma, Jian Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

RobustSAM: Segment Anything Robustly on Degraded Images.

Wei-Ting Chen, Yu-Jiet Vong, Sy-Yen Kuo, Sizhuo Ma, Jian Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer.

Wei-Ting Chen, Gurunandan Krishnan, Qiang Gao, Sy-Yen Kuo, Sizhuo Ma, Jian Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Seeing Photons in Color.

Sizhuo Ma, Varun Sundar, Paul Mos, Claudio Bruschini, Edoardo Charbon, Mohit Gupta

ACM Trans. Graph., August, 2023

Burst Vision Using Single-Photon Cameras.

Sizhuo Ma, Paul Mos, Edoardo Charbon, Mohit Gupta

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

QfaR: Location-Guided Scanning of Visual Codes from Long Distances.

Sizhuo Ma, Jian Wang, Wenzheng Chen, Suman Banerjee, Mohit Gupta, Shree K. Nayar

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Be Real in Scale: Swing for True Scale in Dual Camera Mode.

Rui Yu, Jian Wang, Sizhuo Ma, Sharon X. Huang, Gurunandan Krishnan, Yicheng Wu

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

Energy-Efficient Adaptive 3D Sensing.

Brevin Tilmon, Zhanghao Sun, Sanjeev J. Koppal, Yicheng Wu, Georgios Evangelidis, Ramzi Zahreddine, Gurunandan Krishnan, Sizhuo Ma, Jian Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Privacy-Preserving Visual Localization with Event Cameras.

Junho Kim, Young Min Kim, Yicheng Wu, Ramzi Zahreddine, Weston A. Welge, Gurunandan Krishnan, Sizhuo Ma, Jian Wang

CoRR, 2022

Single-Photon Structured Light.

Varun Sundar, Sizhuo Ma, Aswin C. Sankaranarayanan, Mohit Gupta

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Quanta burst photography.

Sizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini, Edoardo Charbon, Mohit Gupta

ACM Trans. Graph., 2020

Differential Scene Flow from Light Field Gradients.

Sizhuo Ma, Brandon M. Smith, Mohit Gupta

Int. J. Comput. Vis., 2020

Inertial Safety from Structured Light.

Sizhuo Ma, Mohit Gupta

Proceedings of the Computer Vision - ECCV 2020, 2020

2018

3D Scene Flow from 4D Light Field Gradients.

Sizhuo Ma, Brandon M. Smith, Mohit Gupta

Proceedings of the Computer Vision - ECCV 2018, 2018