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caiyuanhao1998/README.md

Yuanhao Cai

Personal Website Email Google scholar ZhiHu GitHub Followers

🚀 Interested in 3D Vision, Human Pose Estimation, Image Restoration, and Generative Adversarial Networks.

🎓 Now a second-year CS PhD student in Johns Hopkins University, advised by prof. Alan Yuille.

🔥 Obtained my BSE and MSE degrees from Tsinghua University in 2020 and 2023.

⚡ An active player in competitions of international top academic conferences:

🌱 My Repositories

Topic Title Badge
3D Reconstruction, 3D Gaussian Splatting, Novel View Synthesis, High Dynamic Range Imaging "HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting" (NeurIPS 2024) arXivGitHub StarsGitHub Forks
3D Reconstruction, 3D Gaussian Splatting, Novel View Synthesis, and Volume Density Rendering "Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis" (ECCV 2024) arXivGitHub StarsGitHub Forks
3D Reconstruction, NeRF, Novel View Synthesis, and Volume Density Rendering "Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024) arXivGitHub StarsGitHub Forks
Human Pose Estimation "Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) and "Res-Steps-Net for Multi-Person Pose Estimation" (ICCVW 2019 Best Paper Award & COCO 2019 Keypoint Challenge Winner) arXivGitHub StarsGitHub Forks
Hypersepctral Image Reconstruction in Snapshot Compressive Imaging "A toolbox for spectral compressive imaging reconstruction including our MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc." arXivGitHub StarsGitHub Forks
Low-light Image Enhancement "Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023 & NTIRE 2024 First Runner-Up Award) arXivGitHub StarsGitHub Forks
Hypersepctral Image Reconstruction from Single RGB Images "MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Challenge on Spectral Reconstruction from RGB) arXivGitHub StarsGitHub Forks
Binarized Neural Network for Spectral Compressive Imaging Reconstruction "Binarized Spectral Compressive Imaging" (NeurIPS 2023) arXivGitHub StarsGitHub Forks
Real-world Noise Modelling and Removal "Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021) arXivGitHub StarsGitHub Forks
Video Restoration "A toolbox for video restoration (deblurring, super-resolution, and compressed video enhancedment) including our FGST (ICML 2022) and S2SVR (ICML 2022), and so on" arXivGitHub StarsGitHub Forks
Medical Image Enhancement "RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark" (J-BHI 2022) arXivGitHub StarsGitHub Forks

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  1. Retinexformer Retinexformer Public

    "Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

    Python 942 82

  2. MST MST Public

    A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

    Python 665 76

  3. RSN RSN Public

    "Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) & (COCO 2019 Human Keypoint Detection Challenge Winner) & (COCO 2019 Best Paper Award)

    Python 493 66

  4. SAX-NeRF SAX-NeRF Public

    "Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024)

    Python 473 21

  5. X-Gaussian X-Gaussian Public

    "Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis" (ECCV 2024)

    Python 251 8

  6. HDR-GS HDR-GS Public

    "HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting" (NeurIPS 2024)

    Python 107 6