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Generative and Discriminative Voxel Modeling with Convolutional Neural Networks

15 August 2016

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

21 / 21 papers shown

Title
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 456 0 0 22 Nov 2024
Steerable Transformers Soumyabrata Kundu Risi Kondor ViT LLMSV 83 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 101 18 0 15 Mar 2024
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 116 6 0 27 Dec 2022
MeshWalker: Deep Mesh Understanding by Random Walks Alon Lahav A. Tal 3DV 81 82 0 09 Jun 2020
FusionNet: 3D Object Classification Using Multiple Data Representations Vishakh Hegde R. Zadeh 3DPC 55 206 0 19 Jul 2016
Pairwise Decomposition of Image Sequences for Active Multi-View Recognition Edward Johns Stefan Leutenegger Andrew J. Davison 56 227 0 26 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 201 2,340 0 09 May 2016
Orientation-boosted Voxel Nets for 3D Object Recognition Nima Sedaghat Mohammadreza Zolfaghari Ehsan Amiri Thomas Brox 3DPC 67 224 0 12 Apr 2016
Volumetric and Multi-View CNNs for Object Classification on 3D Data C. Qi Hao Su Matthias Niessner Angela Dai Mengyuan Yan Leonidas Guibas 3DPC 3DV 242 1,567 0 12 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 215 2,361 0 30 Mar 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 66 1,542 0 23 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,192 0 16 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 381 14,260 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 300 5,532 0 23 Nov 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 160 3,220 0 05 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,328 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 178 1,849 0 20 Dec 2013