Bayesian Diffusion Models for 3D Shape Reconstruction

11 March 2024

Papers citing "Bayesian Diffusion Models for 3D Shape Reconstruction"

25 / 25 papers shown

Title
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,074 1 10 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 77 2,275 0 19 Dec 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 110 498 0 12 Oct 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 150 3,858 0 26 Jul 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 353 15,373 0 20 Dec 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 50 130 0 24 Nov 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 102 128 0 14 May 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 247 740 0 02 Mar 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 292 6,409 0 26 Nov 2020
3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics Huan Fu Bowen Cai Lin Gao Ling-Xiao Zhang Ying Li Zengqi Xun Chengyue Sun Rongfei Jia Binqiang Zhao H. Zhang 3DV 62 268 0 18 Nov 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 108 496 0 03 Mar 2020
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 111 672 0 08 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 97 666 0 28 Jun 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 135 1,256 0 13 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 50 427 0 09 May 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 53 116 0 25 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 116 3,677 0 16 Jan 2019
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 82 455 0 12 Apr 2018
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 157 2,235 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 448 14,264 0 02 Dec 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 290 1,952 0 24 Oct 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 74 708 0 29 Mar 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 467 62,122 0 04 Jun 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 255 6,887 0 12 Mar 2015
Category-Specific Object Reconstruction from a Single Image Abhishek Kar Shubham Tulsiani João Carreira Jitendra Malik 3DV 60 287 0 22 Nov 2014