Generative and Discriminative Voxel Modeling with Convolutional Neural Networks

15 August 2016

Papers citing "Generative and Discriminative Voxel Modeling with Convolutional Neural Networks"

50 / 79 papers shown

Title
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 75 0 0 25 Apr 2025
MASH: Masked Anchored SpHerical Distances for 3D Shape Representation and Generation Changhao Li Yu Xin Xiaowei Zhou Ariel Shamir Hao Zhang Ligang Liu R. Hu 48 0 0 12 Apr 2025
Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Maximilian Mews Ansar Aynetdinov Vivian Schiller Peter Eisert Alan Akbik 3DV AI4CE 157 0 0 22 Nov 2024
Learned Compression of Point Cloud Geometry and Attributes in a Single Model through Multimodal Rate-Control Michael Rudolph Aron Riemenschneider Amr Rizk 3DPC 29 2 0 01 Aug 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data Qihao Liu Yi Zhang Song Bai Adam Kortylewski Alan Yuille 34 9 0 06 Jun 2024
Steerable Transformers Soumyabrata Kundu Risi Kondor ViT LLMSV 30 1 0 24 May 2024
Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting Zhiqi Li Yiming Chen Lingzhe Zhao Peidong Liu DiffM 3DGS 56 17 0 15 Mar 2024
SCA-PVNet: Self-and-Cross Attention Based Aggregation of Point Cloud and Multi-View for 3D Object Retrieval Dongyun Lin Yi Cheng Aiyuan Guo Shangbo Mao Yiqun Li 3DPC 22 8 0 20 Jul 2023
MoleCLUEs: Molecular Conformers Maximally In-Distribution for Predictive Models Michael R. Maser Natasa Tagasovska Jae Hyeon Lee Andrew Watkins 31 0 0 20 Jun 2023
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Xudong Cai Deying Li 6 2 0 29 Apr 2023
Non-rigid Point Cloud Registration for Middle Ear Diagnostics with Endoscopic Optical Coherence Tomography Peng Liu Jonas Golde J. Morgenstern S. Bodenstedt Chenpan Li Yu-juan Hu Zhimin Chen E. Koch M. Neudert Stefanie Speidel 3DPC 24 3 0 26 Apr 2023
Frequency-domain Learning for Volumetric-based 3D Data Perception Zifan Yu Suya You Fengbo Ren 16 0 0 16 Feb 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 25 196 0 26 Jan 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Bernard Ghanem 3DPC 3DV 26 6 0 27 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
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 21 12 0 23 Nov 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape Repair N. Lamb Sean Banerjee N. Banerjee 3DV 33 7 0 22 Nov 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 21 18 0 19 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
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes Bastian Alt Christian Kunz Darko Katic Rayan Younis Rainer Jäkel Beat Peter Müller-Stich M. Wagner F. Mathis-Ullrich 3DPC 11 0 0 15 Jul 2022
Volumetric Disentanglement for 3D Scene Manipulation Sagie Benaim Frederik Warburg Peter Ebert Christensen Serge J. Belongie 23 15 0 06 Jun 2022
Remote Sensing Novel View Synthesis with Implicit Multiplane Representations Yongchang Wu Zhengxia Zou Zhenwei Shi 28 12 0 18 May 2022
Neural Convolutional Surfaces Luca Morreale Noam Aigerman Paul Guerrero Vladimir G. Kim Niloy J. Mitra 17 12 0 05 Apr 2022
3DAC: Learning Attribute Compression for Point Clouds Guangchi Fang Qingyong Hu Hanyun Wang Yiling Xu Yulan Guo 3DPC 24 31 0 17 Mar 2022
Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder Raoul Schönhof J. Elstner Radu Manea Steffen Tauber Ramez Awad Marco F. Huber 14 2 0 21 Feb 2022
Laplacian2Mesh: Laplacian-Based Mesh Understanding Qiujie Dong Zixiong Wang Manyi Li Junjie Gao Shuangmin Chen Zhenyu Shu Shiqing Xin Changhe Tu Wenping Wang 14 25 0 01 Feb 2022
PREMA: Part-based REcurrent Multi-view Aggregation Network for 3D Shape Retrieval Jiongchao Jin Huanqiang Xu Pengliang Ji Zehao Tang Z. Xiong 3DPC 16 1 0 09 Nov 2021
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 19 15 0 15 Oct 2021
Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis Jing Ren Biao Zhang Bojian Wu Jianqiang Huang Lubin Fan M. Ovsjanikov Peter Wonka 11 19 0 16 Sep 2021
Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks Yu-Qi Yang Peng-Shuai Wang Yang Liu 3DPC 22 2 0 16 Aug 2021
Place recognition survey: An update on deep learning approaches T. Barros Ricardo Pereira L. Garrote C. Premebida U. J. Nunes 22 27 0 19 Jun 2021
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 24 510 0 08 Apr 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 21 97 0 23 Mar 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 30 102 0 11 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 24 6 0 01 Mar 2021
Object-Centric Neural Scene Rendering Michelle Guo Alireza Fathi Jiajun Wu Thomas Funkhouser 28 104 0 15 Dec 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DV 3DPC 34 197 0 26 Nov 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment Y. Nie Yiqun Lin Xiaoguang Han Shihui Guo Jian Chang Shuguang Cui Jianjun Zhang 3DPC 11 44 0 14 Oct 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 16 6 0 02 Sep 2020
Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface Vitalis Vosylius Andy Wang C. Waters Alexey Zakharov Francis Ward ... J. Cupitt A. Makropoulos A. Schuh Daniel Rueckert A. Alansary 3DH 13 12 0 13 Aug 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 31 864 0 05 Jul 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 24 107 0 02 Apr 2020
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang Neelanjan Bhowmik T. Breckon 24 10 0 27 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 17 54 0 28 Feb 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 29 34 0 27 Feb 2020
P $^2$ GNet: Pose-Guided Point Cloud Generating Networks for 6-DoF Object Pose Estimation Peiyu Yu Yongming Rao Jiwen Lu Jie Zhou 3DPC 33 5 0 19 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 23 244 0 06 Dec 2019
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 13 8 0 30 Nov 2019
Learning Permutation Invariant Representations using Memory Networks Shivam Kalra Mohammed Adnan Graham W. Taylor Hamid Tizhoosh 19 23 0 18 Nov 2019
SegMap: Segment-based mapping and localization using data-driven descriptors Renaud Dubé Andrei Cramariuc Daniel Dugas H. Sommer Marcin Dymczyk Juan I. Nieto Roland Siegwart César Cadena 11 179 0 27 Sep 2019