Learning Gradient Fields for Shape Generation

14 August 2020

Papers citing "Learning Gradient Fields for Shape Generation"

50 / 77 papers shown

Title
CAD-Coder:Text-Guided CAD Files Code Generation Changqi He Shuhan Zhang Liguo Zhang Jiajun Miao 29 0 0 13 May 2025
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation Shivam Duggal Yushi Hu Oscar Michel Aniruddha Kembhavi William T. Freeman Noah A. Smith Ranjay Krishna Antonio Torralba Ali Farhadi Wei-Chiu Ma EGVM ELM 77 0 0 25 Apr 2025
Gradient Networks Shreyas Chaudhari Srinivasa Pranav J. M. F. Moura 55 0 0 28 Jan 2025
Wasserstein Flow Matching: Generative modeling over families of distributions Doron Haviv Aram-Alexandre Pooladian D. Pe’er Brandon Amos OOD 37 0 0 01 Nov 2024
On the Relation Between Linear Diffusion and Power Iteration Dana Weitzner M. Delbracio P. Milanfar Raja Giryes DiffM 31 0 0 16 Oct 2024
DreamBeast: Distilling 3D Fantastical Animals with Part-Aware Knowledge Transfer Runjia Li Junlin Han Luke Melas-Kyriazi Chunyi Sun Zhaochong An Zhongrui Gui Shuyang Sun Philip Torr Tomas Jakab 36 1 0 12 Sep 2024
LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng Lei Li Matthias Nießner Angela Dai 101 10 0 12 Sep 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 44 9 0 04 Jul 2024
Challenges and Opportunities in 3D Content Generation Ke Zhao Andreas Larsen 29 0 0 24 May 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets Yang Ye Shihao Ji PINN 3DPC 41 0 0 19 Apr 2024
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 40 0 0 18 Dec 2023
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images Yingzhi Tang Qijian Zhang Junhui Hou Yebin Liu 3DPC 3DH 93 2 0 06 Nov 2023
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction Sebastian Koch Pedro Hermosilla Narunas Vaskevicius Mirco Colosi Timo Ropinski 3DPC SSL 35 13 0 27 Sep 2023
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping Tianhao Wu Mingdong Wu Jiyao Zhang Yunchong Gan Hao Dong 38 20 0 12 Sep 2023
Score-PA: Score-based 3D Part Assembly Junfeng Cheng Mingdong Wu Ruiyuan Zhang Guanqi Zhan Chao Wu Hao Dong 26 8 0 08 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Xiaozhong Liu 78 31 0 27 Aug 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 21 212 0 23 Jul 2023
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability Xiaolin Fang Caelan Reed Garrett Clemens Eppner Tomás Lozano-Pérez L. Kaelbling D. Fox DiffM 33 17 0 22 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 28 23 0 02 Jun 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation Xin-Yang Zheng Hao Pan Peng-Shuai Wang Xin Tong Yang Liu H. Shum 39 126 0 08 May 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 29 10 0 07 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 176 0 03 Apr 2023
StarNet: Style-Aware 3D Point Cloud Generation Yunfan Zhang Hao Wang Guosheng Lin Vun Chan Hua Nicholas Zhiqi Shen C. Miao 3DPC 3DV 27 1 0 28 Mar 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 32 28 0 25 Mar 2023
FullFormer: Generating Shapes Inside Shapes Tejaswini Medi Jawad Tayyub M. Sarmad Frank Lindseth M. Keuper 35 0 0 20 Mar 2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu Jinyi Wang Yuwei An Ya-Qin Zhang Dahua Lin Bo Dai DiffM 39 36 0 14 Mar 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min-Bin Lin Shuicheng Yan Zhijie Deng DiffM 38 2 0 21 Feb 2023
3D Colored Shape Reconstruction from a Single RGB Image through Diffusion Bo Li Xiaolin K. Wei F. Chen Bin Liu DiffM 20 1 0 11 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 38 152 0 08 Feb 2023
HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN Adam Kania Artur Kasymov Maciej Ziȩba P. Spurek 38 9 0 27 Jan 2023
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 18 584 0 16 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 35 279 0 12 Dec 2022
LADIS: Language Disentanglement for 3D Shape Editing Ian Huang Panos Achlioptas Tianyi Zhang Sergey Tulyakov Minhyuk Sung Leonidas J. Guibas 26 10 0 09 Dec 2022
3D-LatentMapper: View Agnostic Single-View Reconstruction of 3D Shapes Alara Dirik Pinar Yanardag 3DV 19 1 0 05 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 43 185 0 02 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 57 527 0 01 Dec 2022
Fast-SNARF: A Fast Deformer for Articulated Neural Fields Xu Chen Tianjian Jiang Jie Song M. Rietmann Andreas Geiger Michael J. Black Otmar Hilliges 3DH 27 52 0 28 Nov 2022
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 28 12 0 23 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 28 0 0 17 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 26 7 0 16 Nov 2022
From Points to Functions: Infinite-dimensional Representations in Diffusion Models Sarthak Mittal Guillaume Lajoie Stefan Bauer Arash Mehrjou DiffM 34 30 0 25 Oct 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 49 485 0 12 Oct 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 49 104 0 11 Oct 2022
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models Louis Sharrock J. Simons Song Liu Mark Beaumont DiffM 61 33 0 10 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 8 9 0 06 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 31 7 0 06 Oct 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 52 2,311 0 29 Sep 2022
Face Super-Resolution Using Stochastic Differential Equations Marcelo dos Santos Rayson Laroca Rafael O. Ribeiro João Neves Hugo Proencca David Menotti DiffM 24 11 0 24 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 56 123 0 19 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,304 0 02 Sep 2022