EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation

13 October 2021

Papers citing "EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation"

28 / 28 papers shown

Title
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation Dekai Zhu Yan Di Stefan Gavranovic Slobodan Ilic DiffM 874 0 0 23 May 2025
Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds Kaizhi Yang Xuejin Chen 3DPC 67 59 0 07 Jun 2021
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 91 285 0 14 Aug 2020
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement Rinon Gal Amit H. Bermano Hao Zhang Daniel Cohen-Or 3DPC 37 18 0 25 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 46 72 0 10 Jul 2020
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows Didrik Nielsen P. Jaini Emiel Hoogeboom Ole Winther Max Welling TPM BDL DRL 54 92 0 06 Jul 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions Kaichun Mo He Wang Xinchen Yan Leonidas Guibas 3DPC 50 40 0 19 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 363 10,591 0 17 Feb 2020
Variational Autoencoders with Riemannian Brownian Motion Priors Dimitris Kalatzis David Eklund Georgios Arvanitidis Søren Hauberg BDL DRL 94 49 0 12 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 406 42,393 0 03 Dec 2019
Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement Minyoung Kim Yuting Wang Pritish Sahu Vladimir Pavlovic CoGe BDL CML DRL 42 26 0 06 Sep 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
On the Fairness of Disentangled Representations Francesco Locatello G. Abbati Tom Rainforth Stefan Bauer Bernhard Schölkopf Olivier Bachem FaML DRL 73 226 0 31 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 79 282 0 15 May 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 56 194 0 22 Apr 2019
Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images Junsik Kim Tae-Hyun Oh Seokju Lee Fei Pan In So Kweon DRL 65 73 0 17 Apr 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 68 140 0 27 Mar 2019
Relevance Factor VAE: Learning and Identifying Disentangled Factors Minyoung Kim Yuting Wang Pritish Sahu Vladimir Pavlovic CoGe CML DRL 60 40 0 05 Feb 2019
Composite Shape Modeling via Latent Space Factorization Anastasia Dubrovina Fei Xia Panos Achlioptas Mira Shalah Raphael Groscot Leonidas Guibas 3DV 101 64 0 09 Jan 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 113 1,466 0 29 Nov 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,348 0 16 Feb 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 467 14,302 0 02 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 82 359 0 01 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,640 0 21 Nov 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 256 3,693 0 26 May 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 151 5,522 0 09 Dec 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 306 4,175 0 21 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014