Fetching the paper…
Reading the bibliography…
We present GSEdit, a pipeline for text-guided 3D object editing based on Gaussian Splatting models.
Marching cubes: A high resolution 3D surface construction algorithm
William E. Lorensen and Harvey E. Cline. 1987 · 1987
Earlier work this paper cites.
U-Net: Convolutional Networks for Biomedical Image Segmentation. In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 , Nassir Navab, Joachim Hornegger, William M. Wells, and Alejandro F. Frangi (Eds.). Springer International Publishing, Cham, 234–241
Olaf Ronneberger, Philipp Fischer, and Thomas Brox. 2015 · 2015
Earlier work this paper cites.
Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems , H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 1877–1901
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2020
Earlier work this paper cites.
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis. In Advances in Neural Information Processing Systems (NeurIPS)
Katja Schwarz, Yiyi Liao, Michael Niemeyer, and Andreas Geiger. 2020 · 2020
Earlier work this paper cites.
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis. In Proc. CVPR
Eric Chan, Marco Monteiro, Petr Kellnhofer, Jiajun Wu, and Gordon Wetzstein. 2021 · 2021
Earlier work this paper cites.
FastNeRF: High-Fidelity Neural Rendering at 200FPS
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien P. C. Valentin. 2021 · 2021
Earlier work this paper cites.
Baking Neural Radiance Fields for Real-Time View Synthesis
Peter Hedman, Pratul P. Srinivasan, Ben Mildenhall, Jonathan T. Barron, and Paul Debevec. 2021 · 2021
Earlier work this paper cites.
NeRF-VAE: A Geometry Aware 3D Scene Generative Model. In ICML . 5742–5752
Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Sona Mokrá, and Danilo Jimenez Rezende. 2021 · 2021
Earlier work this paper cites.
AutoInt: Automatic Integration for Fast Neural Volume Rendering. In Proc. CVPR
D. B.* Lindell, J. N. P.* Martel, and G. Wetzstein. 2021 · 2021
Earlier work this paper cites.
Editing Conditional Radiance Fields. In Proceedings of the International Conference on Computer Vision (ICCV)
Steven Liu, Xiuming Zhang, Zhoutong Zhang, Richard Zhang, Jun-Yan Zhu, and Bryan Russell. 2021 · 2021
Earlier work this paper cites.
NeRF: representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, and Ren Ng. 2021 · 2021
Earlier work this paper cites.
Learning Transferable Visual Models From Natural Language Supervision. In International Conference on Machine Learning
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, and Ilya Sutskever. 2021 · 2021
Earlier work this paper cites.
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs
Christian Reiser, Songyou Peng, Yiyi Liao, and Andreas Geiger. 2021 · 2021
Earlier work this paper cites.
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields
Can Wang, Menglei Chai, Mingming He, Dongdong Chen, and Jing Liao. 2021 · 2021
Cited alongside, same era.
Liwen Wu, Jae Yong Lee, Anand Bhattad, Yuxiong Wang, and David Forsyth. 2021 · 2021
Cited alongside, same era.
PlenOctrees for Real-time Rendering of Neural Radiance Fields. In ICCV
Alex Yu, Ruilong Li, Matthew Tancik, Hao Li, Ren Ng, and Angjoo Kanazawa. 2021 · 2021
Cited alongside, same era.
Retrieval-Augmented Diffusion Models
Andreas Blattmann, Robin Rombach, Kaan Oktay, and Björn Ommer. 2022 · 2022
Cited alongside, same era.
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 3981–3990
Shengqu Cai, Anton Obukhov, Dengxin Dai, and Luc Van Gool. 2022 · 2022
DreamTime: An Improved Optimization Strategy for Text-to-3D Content Creation
Yukun Huang, Jianan Wang, Yukai Shi, Xianbiao Qi, Zheng-Jun Zha, and Lei Zhang. 2023 · 2023
Later among the works it cites.
Imagic: Text-Based Real Image Editing with Diffusion Models. In Conference on Computer Vision and Pattern Recognition 2023
Bahjat Kawar, Shiran Zada, Oran Lang, Omer Tov, Huiwen Chang, Tali Dekel, Inbar Mosseri, and Michal Irani. 2023 · 2023
Later among the works it cites.
3D Gaussian Splatting for Real-Time Radiance Field Rendering
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, and George Drettakis. 2023 · 2023
Later among the works it cites.
Magic3D: High-Resolution Text-to-3D Content Creation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, and Tsung-Yi Lin. 2023 · 2023
Later among the works it cites.
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization. In Thirty-seventh Conference on Neural Information Processing Systems
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Efficient Geometry-aware 3D Generative Adversarial Networks. In CVPR
Eric R. Chan, Connor Z. Lin, Matthew A. Chan, Koki Nagano, Boxiao Pan, Shalini De Mello, Orazio Gallo, Leonidas Guibas, Jonathan Tremblay, Sameh Khamis, Tero Karras, and Gordon Wetzstein. 2022 · 2022
Cited alongside, same era.
StyleNeRF: A Style-based 3D Aware Generator for High-resolution Image Synthesis. In International Conference on Learning Representations
Jiatao Gu, Lingjie Liu, Peng Wang, and Christian Theobalt. 2022 · 2022
Cited alongside, same era.
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller. 2022 · 2022
Cited alongside, same era.
High-Resolution Image Synthesis with Latent Diffusion Models. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE Computer Society, Los Alamitos, CA, USA, 10674–10685
R. Rombach, A. Blattmann, D. Lorenz, P. Esser, and B. Ommer. 2022 · 2022
Cited alongside, same era.
Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-Time. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . 13524–13534
Liao Wang, Jiakai Zhang, Xinhang Liu, Fuqiang Zhao, Yanshun Zhang, Yingliang Zhang, Minye Wu, Jingyi Yu, and Lan Xu. 2022 · 2022
Cited alongside, same era.
InstructPix2Pix: Learning to Follow Image Editing Instructions. In CVPR
Tim Brooks, Aleksander Holynski, and Alexei A. Efros. 2023 · 2023
Cited alongside, same era.
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting
Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, and Guosheng Lin. 2023 · 2023
Cited alongside, same era.
Minghua Liu, Chao Xu, Haian Jin, Linghao Chen, Mukund Varma T, Zexiang Xu, and Hao Su. 2023 · 2023
Later among the works it cites.
RealFusion: 360 Reconstruction of Any Object from a Single Image. In CVPR
Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina, and Andrea Vedaldi. 2023 · 2023
Later among the works it cites.
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures. In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE Computer Society, Los Alamitos, CA, USA, 12663–12673
G. Metzer, E. Richardson, O. Patashnik, R. Giryes, and D. Cohen-Or. 2023 · 2023
Later among the works it cites.
DreamFusion: Text-to-3D using 2D Diffusion. In The Eleventh International Conference on Learning Representations
Ben Poole, Ajay Jain, Jonathan T. Barron, and Ben Mildenhall. 2023 · 2023
Later among the works it cites.
Vox-E: Text-guided Voxel Editing of 3D Objects. In 2023 IEEE/CVF International Conference on Computer Vision (ICCV) . IEEE Computer Society, Los Alamitos, CA, USA, 430–440
E. Sella, G. Fiebelman, P. Hedman, and H. Averbuch-Elor. 2023 · 2023
Later among the works it cites.
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
Jiaxiang Tang, Jiawei Ren, Hang Zhou, Ziwei Liu, and Gang Zeng. 2023 · 2023
Later among the works it cites.
Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs. In International Conference on Computer Vision (ICCV)
Frederik Warburg*, Ethan Weber*, Matthew Tancik, Aleksander Hołyński, and Angjoo Kanazawa. 2023 · 2023
Later among the works it cites.
GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions. In CVPR
Jiemin Fang, Junjie Wang, Xiaopeng Zhang, Lingxi Xie, and Qi Tian. 2024 · 2024
Closest in time.
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors. In The Twelfth International Conference on Learning Representations
Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, and Bernard Ghanem. 2024 · 2024
Closest in time.