Kunming Luo (罗堃铭)

Kunming Luo (罗堃铭)

About Me

I received my B.E. and M.S. degrees at the University of Electronic Science and Technology of China (UESTC), supervised by Prof. Fanman Meng in 2016 and 2019. From 2019 to 2023, I worked as a research assistant of Megvii Technology Chengdu, supervised by Prof. Shuaicheng Liu. Now I am a PhD student in the Hong Kong University of Science and Technology(HKUST), supervised by Prof. Ping Tan. My research interest includes computer vision and computer graphics.

News

  • 2023.07:   Two papers are accepted by ICCV 2023.

Publications

2024

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GenN2N: Generative NeRF2NeRF Translation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Xiangyue Liu, Han Xue, Kunming Luo, Ping Tan, Li Yi

Paper | Code | BibTex

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GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning

International Journal of Computer Vision (IJCV), 2024

Haipeng Li, Kunming Luo, Bing Zeng, Shuaicheng Liu

Paper | Code | BibTex

2023

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Ctrl-Room: Controllable Text-to-3D Room Meshes Generation with Layout Constraints

arxiv, 2023

Chuan Fang, Xiaotao Hu, Kunming Luo, Ping Tan

Paper | Code | BibTex

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Iterative Reconstruction Based on Latent Diffusion Model for Sparse Data Reconstruction

arxiv, 2023

Linchao He, Hongyu Yan, Mengting Luo, Kunming Luo, Wang Wang, Wenchao Du, Hu Chen, Hongyu Yang, Yi Zhang

Paper | Code | BibTex

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AccFlow: Backward Accumulation for Long-Range Optical Flow

International Conference on Computer Vision (ICCV), 2023

Guangyang Wu, Wenyi Wang, Kunming Luo, Xi Liu, Qingqing Zheng, Shuaicheng Liu, Xinyang Jiang, Guangtao Zhai, Xiaohong Liu

Paper | Code | BibTex

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Learning Optical Flow from Event Camera with Rendered Dataset

International Conference on Computer Vision (ICCV), 2023

Xinglong Luo, Kunming Luo, Ao Luo, Zhengning Wang, Ping Tan, Shuaicheng Liu

Paper | Code | BibTex

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The Elliptic Energy Loss for Rotated Object Detection in Aerial Images

IEEE Internation Conference on Image Processing (ICIP), 2023

Cong Zhang, Kunming Luo, Fanman Meng, Qingbo Wu

Paper | Code | BibTex

2022

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RealFlow: EM-based Realistic Optical Flow Datasets Generation from Videos

European Conference on Computer Vision (ECCV), 2022 Oral presentation

Yunhui Han, Kunming Luo, Ao Luo, Jiangyu Liu, Haoqiang Fan, Guiming Luo, Shuaicheng Liu

Paper | Code | BibTex

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Content-Aware Unsupervised Deep Homography Estimation and Its Extensions

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

Shuaicheng Liu, Nianjin Ye, Chuan Wang, Jirong Zhang, Lanpeng Jia, Kunming Luo, Jue Wang, Jian Sun

Paper | Code | BibTex

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Learning Optical Flow with Adaptive Graph Reasoning

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022

Ao Luo, Fan Fang, Kunming Luo, Xin Li, Haoqiang Fan, Shuaicheng Liu

Paper | Code | BibTex

2021

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GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning

International Conference on Computer Vision (ICCV), 2021

Haipeng Li, Kunming Luo, Shuaicheng Liu

Paper | Code | BibTex

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ASFlow: Unsupervised Optical Flow Learning with Adaptive Pyramid Sampling

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021

Shuaicheng Liu, Kunming Luo, Ao Luo, Chuan Wang, Fanman Meng, Bing Zeng

Paper | Code | BibTex

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OIFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning

IEEE Transactions on Image Processing (TIP), 2021

Shuaicheng Liu, Kunming Luo, Nianjin Ye, Chuan Wang, Jue Wang, Bing Zeng

Paper | Code | BibTex

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Semi-supervised Pixel-level Scene Text Segmentation by Mutually Guided Network

IEEE Transactions on Image Processing (TIP), 2021

Chuan Wang, Shan Zhao, Li Zhu, Kunming Luo, Yanwei Guo, Jue Wang, Shuaicheng Liu

Paper | Code | BibTex

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UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang, Jian Sun

Paper | Code | BibTex

2019

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Weakly Supervised Semantic Segmentation by a Class-Level Multiple Group Cosegmentation and Foreground Fusion Strategy

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019

Fanman Meng, Kunming Luo, Hongliang Li, Qingbo Wu, Xiaolong Xu

Paper | Code | BibTex

2018

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Weakly Supervised Semantic Segmentation by Multiple Group Cosegmentation

IEEE Visual Communications and Image Processing (VCIP), 2018

Kunming Luo, Fanman Meng, Qingbo Wu, Hongliang Li

Paper | Code | BibTex

2017

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A CNN-based segmentation model for segmenting foreground by a probability map

International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2017

Kunming Luo, Fanman Meng, Qingbo Wu, Wen Shi, Lili Guo

Paper | Code | BibTex

Education

Experience

  • 2023.06-2023.08, Intern, Light Illusions
  • 2019.07-2023.02, Research Assistant, Megvii Research
  • 2018.03-2019.07, Intern, Megvii Research

Talks

  • 2022, ACCV Tutorial, Recent Advances in Image Alignment: From Deep Homography to Optical Flow. link

Academic Services

  • Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • Conferences: Computer Vision and Pattern Recognition (CVPR); European Conference on Computer Vision (ECCV); International Conference on Computer Vision (ICCV); Pacific Graphics (PG); International Conference on Intelligent Robots and Systems (IROS)