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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

24 October 2016

Jiajun Wu

Papers citing "Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling"

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READ: Recursive Autoencoders for Document Layout Generation A. Patil Omri Ben-Eliezer Or Perel Hadar Averbuch-Elor 3DV SyDa 76 68 0 01 Sep 2019
Object-Driven Multi-Layer Scene Decomposition From a Single Image Helisa Dhamo Nassir Navab Federico Tombari 3DV 55 30 0 26 Aug 2019
Scalable Modeling of Spatiotemporal Data using the Variational Autoencoder: an Application in Glaucoma S. Berchuck Felipe A. Medeiros S. Mukherjee BDL 49 3 0 24 Aug 2019
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 119 4 0 24 Aug 2019
Developing Creative AI to Generate Sculptural Objects Songwei Ge Austin Dill Eunsu Kang Chun-Liang Li Lingyao Zhang Manzil Zaheer Barnabás Póczós 3DPC 40 8 0 20 Aug 2019
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image Roman Klokov Jakob Verbeek Edmond Boyer 3DV 59 14 0 20 Aug 2019
DeepSketchHair: Deep Sketch-based 3D Hair Modeling Yuefan Shen Changgeng Zhang Hongbo Fu Kun Zhou Youyi Zheng 3DV 3DH 75 40 0 20 Aug 2019
Cosmological N-body simulations: a challenge for scalable generative models Nathanael Perraudin Ankit Srivastava Aurelien Lucchi T. Kacprzak Thomas Hofmann Alexandre Réfrégier 55 34 0 15 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 88 197 0 13 Aug 2019
Mesh Variational Autoencoders with Edge Contraction Pooling Yu-Jie Yuan Yu-kun Lai J. Yang Hongbo Fu Lin Gao 3DPC 75 33 0 07 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 102 241 0 05 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 120 134 0 01 Aug 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 63 12 0 31 Jul 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 134 143 0 30 Jul 2019
PU-GAN: a Point Cloud Upsampling Adversarial Network Ruihui Li Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 90 399 0 25 Jul 2019
Learning Embedding of 3D models with Quadric Loss Nitin Agarwal Sung-eui Yoon M. Gopi 3DPC 3DV 50 11 0 24 Jul 2019
Not Only Look But Observe: Variational Observation Model of Scene-Level 3D Multi-Object Understanding for Probabilistic SLAM Hyeonwoo Yu DRL 30 0 0 23 Jul 2019
Product Aesthetic Design: A Machine Learning Augmentation Alex Burnap J. Hauser Artem Timoshenko 34 46 0 17 Jul 2019
FMRI data augmentation via synthesis Peiye Zhuang Alex Schwing Oluwasanmi Koyejo DiffM MedIm 58 44 0 13 Jul 2019
RED: A ReRAM-based Deconvolution Accelerator Zichen Fan Ziru Li Bing Li Yiran Chen Hai Helen Li Li 51 16 0 05 Jul 2019
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images H. Uzunova J. Ehrhardt F. Jacob A. Frydrychowicz Heinz Handels MedIm 76 35 0 02 Jul 2019
Learning Manifold Patch-Based Representations of Man-Made Shapes Dmitriy Smirnov Mikhail Bessmeltsev Justin Solomon SSL 3DPC 56 18 0 28 Jun 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 148 672 0 28 Jun 2019
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery A. Abdi Mehran Pesteie E. Prisman Purang Abolmaesumi S. Fels 42 15 0 27 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 86 15 0 27 Jun 2019
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks Xinchen Yan Mohi Khansari Jasmine Hsu Yuanzheng Gong Yunfei Bai Soren Pirk Honglak Lee 3DPC 73 32 0 21 Jun 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 92 35 0 19 Jun 2019
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency Zaiqiang Wu Wei Jiang 36 4 0 19 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 65 75 0 16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 83 352 0 15 Jun 2019
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks Qi Xuan Fuxian Li Yi Liu Yun Xiang 3DPC 34 9 0 15 Jun 2019
Improving Prediction Accuracy in Building Performance Models Using Generative Adversarial Networks (GANs) Chanachok Chokwitthaya Edward Collier Yimin Zhu S. Mukhopadhyay AI4CE 27 9 0 13 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 82 117 0 12 Jun 2019
Inferring 3D Shapes from Image Collections using Adversarial Networks Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang GAN 64 6 0 11 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 55 33 0 10 Jun 2019
Unsupervised Primitive Discovery for Improved 3D Generative Modeling Salman H. Khan Yulan Guo Munawar Hayat Nick Barnes 62 33 0 09 Jun 2019
Latent feature disentanglement for 3D meshes J. Levinson Avneesh Sud A. Makadia 3DV CoGe DRL 102 8 0 07 Jun 2019
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration Lingjing Wang Xiang Li Jianchun Chen Yi Fang 3DPC 76 25 0 07 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 207 1,283 0 04 Jun 2019
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition Chu Wang Marcello Pelillo Kaleem Siddiqi 3DV 3DPC 89 183 0 04 Jun 2019
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules Niklas W. A. Gebauer M. Gastegger Kristof T. Schütt 162 211 0 02 Jun 2019
Learning to Transfer: Unsupervised Meta Domain Translation Jianxin Lin Yijun Wang Tianyu He Zhibo Chen 103 8 0 01 Jun 2019
A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends Saptarshi Sengupta Sanchita Basak P. Saikia Sayak Paul Vasilios Tsalavoutis Frederick Ditliac Atiah V. Ravi R. Peters AI4CE 166 347 0 30 May 2019
A Topology Layer for Machine Learning Rickard Brüel-Gabrielsson Bradley J. Nelson Anjan Dwaraknath Primoz Skraba Leonidas Guibas Gunnar Carlsson AI4CE 101 134 0 29 May 2019
Cerberus: A Multi-headed Derenderer Boyang Deng Simon Kornblith Geoffrey E. Hinton 3DH 51 8 0 28 May 2019
Rank3DGAN: Semantic mesh generation using relative attributes Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 33 4 0 24 May 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views Zhizhong Han Xinhai Liu Yu-Shen Liu Matthias Zwicker 3DPC 125 41 0 18 May 2019
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention Zhizhong Han Xiyang Wang Chi-Man Vong Yu-Shen Liu Matthias Zwicker C. L. P. Chen 3DPC 53 41 0 17 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 133 300 0 17 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 123 286 0 15 May 2019