CVPR 2024 Open Access Repository

Second Workshop for Learning 3D with Multi-View Supervision

Sparse Multi-view Hand-object Reconstruction for Unseen Environments: Yik Lung Pang,

Changjae Oh,

Andrea Cavallaro; [pdf] [arXiv]
[bibtex]
@InProceedings{Pang_2024_CVPR, author = {Pang, Yik Lung and Oh, Changjae and Cavallaro, Andrea}, title = {Sparse Multi-view Hand-object Reconstruction for Unseen Environments}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {803-810} }
MIMIC: Masked Image Modeling with Image Correspondences: Kalyani Marathe,

Mahtab Bigverdi,

Nishat Khan,

Tuhin Kundu,

Patrick Howe,

Sharan Ranjit S,

Anand Bhattad,

Aniruddha Kembhavi,

Linda G. Shapiro,

Ranjay Krishna; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Marathe_2024_CVPR, author = {Marathe, Kalyani and Bigverdi, Mahtab and Khan, Nishat and Kundu, Tuhin and Howe, Patrick and S, Sharan Ranjit and Bhattad, Anand and Kembhavi, Aniruddha and Shapiro, Linda G. and Krishna, Ranjay}, title = {MIMIC: Masked Image Modeling with Image Correspondences}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {718-727} }
Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images: Jaeyoung Chung,

Jeongtaek Oh,

Kyoung Mu Lee; [pdf] [arXiv]
[bibtex]
@InProceedings{Chung_2024_CVPR, author = {Chung, Jaeyoung and Oh, Jeongtaek and Lee, Kyoung Mu}, title = {Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {811-820} }
From 2D Portraits to 3D Realities: Advancing GAN Inversion for Enhanced Image Synthesis: Wonseok Oh,

Youngjoo Jo; [pdf]
[bibtex]
@InProceedings{Oh_2024_CVPR, author = {Oh, Wonseok and Jo, Youngjoo}, title = {From 2D Portraits to 3D Realities: Advancing GAN Inversion for Enhanced Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {737-746} }
3D Clothed Human Reconstruction from Sparse Multi-view Images: Jin Gyu Hong,

Seung Young Noh,

Hee Kyung Lee,

Won Sik Cheong,

Ju Yong Chang; [pdf]
[bibtex]
@InProceedings{Hong_2024_CVPR, author = {Hong, Jin Gyu and Noh, Seung Young and Lee, Hee Kyung and Cheong, Won Sik and Chang, Ju Yong}, title = {3D Clothed Human Reconstruction from Sparse Multi-view Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {677-687} }
MonoSelfRecon: Purely Self-Supervised Explicit Generalizable 3D Reconstruction of Indoor Scenes from Monocular RGB Views: Runfa Li,

Upal Mahbub,

Vasudev Bhaskaran,

Truong Nguyen; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2024_CVPR, author = {Li, Runfa and Mahbub, Upal and Bhaskaran, Vasudev and Nguyen, Truong}, title = {MonoSelfRecon: Purely Self-Supervised Explicit Generalizable 3D Reconstruction of Indoor Scenes from Monocular RGB Views}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {656-666} }
Cross-Modal Self-Training: Aligning Images and Pointclouds to learn Classification without Labels: Amaya Dharmasiri,

Muzammal Naseer,

Salman Khan,

Fahad Shahbaz Khan; [pdf] [supp]
[bibtex]
@InProceedings{Dharmasiri_2024_CVPR, author = {Dharmasiri, Amaya and Naseer, Muzammal and Khan, Salman and Khan, Fahad Shahbaz}, title = {Cross-Modal Self-Training: Aligning Images and Pointclouds to learn Classification without Labels}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {708-717} }
Selective Multi-View Deep Model for 3D Object Classification: Mona Alzahrani,

Muhammad Usman,

Saeed Anwar,

Tarek Helmy; [pdf] [supp]
[bibtex]
@InProceedings{Alzahrani_2024_CVPR, author = {Alzahrani, Mona and Usman, Muhammad and Anwar, Saeed and Helmy, Tarek}, title = {Selective Multi-View Deep Model for 3D Object Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {728-736} }
DepthVoting: A Few-Shot Point Cloud Classification Model Incorporating a Projection-Based Voting Mechanism: Yunhui Zhu,

Jiajing Chen,

Senem Velipasalar; [pdf]
[bibtex]
@InProceedings{Zhu_2024_CVPR, author = {Zhu, Yunhui and Chen, Jiajing and Velipasalar, Senem}, title = {DepthVoting: A Few-Shot Point Cloud Classification Model Incorporating a Projection-Based Voting Mechanism}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {699-707} }
Color-cued Efficient Densification Method for 3D Gaussian Splatting: Sieun Kim,

Kyungjin Lee,

Youngki Lee; [pdf]
[bibtex]
@InProceedings{Kim_2024_CVPR, author = {Kim, Sieun and Lee, Kyungjin and Lee, Youngki}, title = {Color-cued Efficient Densification Method for 3D Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {775-783} }
DGBD: Depth Guided Branched Diffusion for Comprehensive Controllability in Multi-View Generation: Hovhannes Margaryan,

Daniil Hayrapetyan,

Wenyan Cong,

Zhangyang Wang,

Humphrey Shi; [pdf] [supp]
[bibtex]
@InProceedings{Margaryan_2024_CVPR, author = {Margaryan, Hovhannes and Hayrapetyan, Daniil and Cong, Wenyan and Wang, Zhangyang and Shi, Humphrey}, title = {DGBD: Depth Guided Branched Diffusion for Comprehensive Controllability in Multi-View Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {747-756} }
2T-UNET: A Two-Tower UNet with Depth Clues for Robust Stereo Depth Estimation: Mansi Sharma,

Rohit Choudhary,

Rithvik Anil; [pdf]
[bibtex]
@InProceedings{Sharma_2024_CVPR, author = {Sharma, Mansi and Choudhary, Rohit and Anil, Rithvik}, title = {2T-UNET: A Two-Tower UNet with Depth Clues for Robust Stereo Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {757-764} }
SACReg: Scene-Agnostic Coordinate Regression for Visual Localization: Jerome Revaud,

Yohann Cabon,

Romain Brégier,

Jongmin Lee,

Philippe Weinzaepfel; [pdf] [supp]
[bibtex]
@InProceedings{Revaud_2024_CVPR, author = {Revaud, Jerome and Cabon, Yohann and Br\'egier, Romain and Lee, Jongmin and Weinzaepfel, Philippe}, title = {SACReg: Scene-Agnostic Coordinate Regression for Visual Localization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {688-698} }
OGRMPI: An Efficient Multiview Integrated Multiplane Image based on Occlusion Guided Residuals: Dae Yeol Lee,

Guan-Ming Su,

Peng Yin; [pdf]
[bibtex]
@InProceedings{Lee_2024_CVPR, author = {Lee, Dae Yeol and Su, Guan-Ming and Yin, Peng}, title = {OGRMPI: An Efficient Multiview Integrated Multiplane Image based on Occlusion Guided Residuals}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {794-802} }
Lifting Multi-View Detection and Tracking to the Bird's Eye View: Torben Teepe,

Philipp Wolters,

Johannes Gilg,

Fabian Herzog,

Gerhard Rigoll; [pdf]
[bibtex]
@InProceedings{Teepe_2024_CVPR, author = {Teepe, Torben and Wolters, Philipp and Gilg, Johannes and Herzog, Fabian and Rigoll, Gerhard}, title = {Lifting Multi-View Detection and Tracking to the Bird's Eye View}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {667-676} }
AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning: Guoxian Song,

Hongyi Xu,

Jing Liu,

Tiancheng Zhi,

Yichun Shi,

Jianfeng Zhang,

Zihang Jiang,

Jiashi Feng,

Shen Sang,

Linjie Luo; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Song_2024_CVPR, author = {Song, Guoxian and Xu, Hongyi and Liu, Jing and Zhi, Tiancheng and Shi, Yichun and Zhang, Jianfeng and Jiang, Zihang and Feng, Jiashi and Sang, Shen and Luo, Linjie}, title = {AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {765-774} }
Semi-Stereo: A Universal Stereo Matching Framework for Imperfect Data via Semi-supervised Learning: Xin Yue,

Zongqing Lu,

Xiangru Lin,

Wenjia Ren,

Zhijing Shao,

Haonan Hu,

Yu Zhang,

Qingmin Liao; [pdf] [supp]
[bibtex]
@InProceedings{Yue_2024_CVPR, author = {Yue, Xin and Lu, Zongqing and Lin, Xiangru and Ren, Wenjia and Shao, Zhijing and Hu, Haonan and Zhang, Yu and Liao, Qingmin}, title = {Semi-Stereo: A Universal Stereo Matching Framework for Imperfect Data via Semi-supervised Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {646-655} }
PointOfView: A Multi-modal Network for Few-shot 3D Point Cloud Classification Fusing Point and Multi-view Image Features: Huantao Ren,

Jiyang Wang,

Minmin Yang,

Senem Velipasalar; [pdf]
[bibtex]
@InProceedings{Ren_2024_CVPR, author = {Ren, Huantao and Wang, Jiyang and Yang, Minmin and Velipasalar, Senem}, title = {PointOfView: A Multi-modal Network for Few-shot 3D Point Cloud Classification Fusing Point and Multi-view Image Features}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {784-793} }