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} }