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Occupancy Networks: Learning 3D Reconstruction in Function Space
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2019
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Lars Mescheder
Michael Oechsle
Michael Niemeyer
Sebastian Nowozin
Andreas Geiger
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9
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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
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2017
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Charles R. Qi
Yi Li
Hao Su
Leonidas Guibas
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6
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Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes From a Single Image
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2020
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Yinyu Nie
Xiaoguang Han
Shihui Guo
Yujian Zheng
Jian Chang
Jianjun Zhang
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6
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3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
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2016
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Christopher Choy
Danfei Xu
JunYoung Gwak
Kai Chen
Silvio Savarese
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5
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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5
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Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion
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2020
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Julian Chibane
Thiemo Alldieck
Gerard Pons‐Moll
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5
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PCN: Point Completion Network
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2018
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Wentao Yuan
Tejas Khot
David Held
Christoph Mertz
Martial Hebert
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5
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Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene
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2018
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Shubham Tulsiani
Saurabh Gupta
David F. Fouhey
Alexei A. Efrosefros
Jitendra Malik
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5
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PF-Net: Point Fractal Network for 3D Point Cloud Completion
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2020
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Zitian Huang
Yikuan Yu
Jiawen Xu
Feng Ni
Xinyi Le
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5
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Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images
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2018
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Nanyang Wang
Yinda Zhang
Zhuwen Li
Yanwei Fu
Wei Liu
Yu–Gang Jiang
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5
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Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image
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2018
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Siyuan Huang
Siyuan Qi
Yixin Zhu
Yinxue Xiao
Yuanlu Xu
Song‐Chun Zhu
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5
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A Point Set Generation Network for 3D Object Reconstruction from a Single Image
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2017
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Haoqiang Fan
Hao Su
Leonidas Guibas
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5
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Learning Implicit Fields for Generative Shape Modeling
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2019
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Zhiqin Chen
Hao Zhang
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4
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OctNet: Learning Deep 3D Representations at High Resolutions
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2017
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Gernot Riegler
Ali Osman Ulusoy
Andreas Geiger
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4
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High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference
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2017
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Xiaoguang Han
Zhen Li
Haibin Huang
Evangelos Kalogerakis
Yizhou Yu
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4
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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
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2016
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Andru Putra Twinanda
Sherif Shehata
Didier Mutter
Jacques Marescaux
Michel de Mathelin
Nicolas Padoy
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4
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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4
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ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes
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2017
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Angela Dai
Anne Lynn S. Chang
Manolis Savva
Maciej Halber
Thomas Funkhouser
Matthias Nießner
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4
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Deep Mesh Reconstruction From Single RGB Images via Topology Modification Networks
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2019
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Junyi Pan
Xiaoguang Han
Weikai Chen
Jiapeng Tang
Kui Jia
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4
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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4
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Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video
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2019
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Isabel Funke
Sebastian Bodenstedt
Florian Oehme
Felix von Bechtolsheim
Jürgen Weitz
Stefanie Speidel
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4
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Cascaded Refinement Network for Point Cloud Completion
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2020
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Xiaogang Wang
Marcelo H. Ang
Gim Hee Lee
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4
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Relation Networks for Object Detection
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2018
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Han Hu
Jiayuan Gu
Zheng Zhang
Jifeng Dai
Yichen Wei
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4
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Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis
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2017
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Angela Dai
Charles R. Qi
Matthias NieBner
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4
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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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2017
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Raffaelli Charles
Hao Su
Kaichun Mo
Leonidas Guibas
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4
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On the difficulty of training Recurrent Neural Networks
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2012
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Razvan Pascanu
Tomáš Mikolov
Yoshua Bengio
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4
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Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs
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2017
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Maxim Tatarchenko
Alexey Dosovitskiy
Thomas Brox
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4
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Morphing and Sampling Network for Dense Point Cloud Completion
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2020
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Minghua Liu
Lu Sheng
Sheng Yang
Jing Shao
Shi‐Min Hu
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4
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DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
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2019
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Jeong Joon Park
Pete Florence
Julian Straub
Richard Newcombe
Steven Lovegrove
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3
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Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
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2018
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Xingyuan Sun
Jiajun Wu
Xiuming Zhang
Zhoutong Zhang
Chengkai Zhang
Tianfan Xue
Joshua B. Tenenbaum
William T. Freeman
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3
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Semantic Scene Completion from a Single Depth Image
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2017
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Shuran Song
Fisher Yu
Andy Zeng
Anne Lynn S. Chang
Manolis Savva
Thomas Funkhouser
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3
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Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation
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2018
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Siyuan Huang
Siyuan Qi
Yinxue Xiao
Yixin Zhu
Ying Wu
Song‐Chun Zhu
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3
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P2P-NET
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2018
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Kangxue Yin
Hui Huang
Daniel Cohen‐Or
Hao Zhang
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3
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ShapeNet: An Information-Rich 3D Model Repository
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2015
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Anne Lynn S. Chang
Thomas Funkhouser
Leonidas Guibas
Pat Hanrahan
Qixing Huang
Zimo Li
Silvio Savarese
Manolis Savva
Shuran Song
Hao Su
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3
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RevealNet: Seeing Behind Objects in RGB-D Scans
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2020
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Ji Hou
Angela Dai
Matthias NieBner
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3
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Skeleton-bridged Point Completion: From Global Inference to Local Adjustment
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2020
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Yinyu Nie
Yiqun Lin
Xiaoguang Han
Shihui Guo
Jian Chang
Shuguang Cui
Jianjun Zhang
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3
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PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
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2019
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Shunsuke Saito
Zeng Huang
Ryota Natsume
Shigeo Morishima
Hao Li
Angjoo Kanazawa
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3
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Deep Hough Voting for 3D Object Detection in Point Clouds
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2019
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Charles R. Qi
Or Litany
Kaiming He
Leonidas Guibas
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3
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A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method
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2017
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Yuzhuo Ren
Shangwen Li
Chen Chen
C.‐C. Jay Kuo
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3
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A Skeleton-Bridged Deep Learning Approach for Generating Meshes of Complex Topologies From Single RGB Images
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2019
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Jiapeng Tang
Xiaoguang Han
Junyi Pan
Kui Jia
Xin Tong
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3
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Scan2CAD: Learning CAD Model Alignment in RGB-D Scans
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2019
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Armen Avetisyan
Manuel Dahnert
Angela Dai
Manolis Savva
Anne Lynn S. Chang
Matthias NieBner
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3
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VConv-DAE: Deep Volumetric Shape Learning Without Object Labels
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2016
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Abhishek Sharma
Oliver Grau
Mario Fritz
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2
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Surgical data science for next-generation interventions
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2017
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Lena Maier‐Hein
S. Swaroop Vedula
Stefanie Speidel
Nassir Navab
Ron Kikinis
Adrian Park
Matthias Eisenmann
Hubertus Feußner
Germain Forestier
Stamatia Giannarou
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2
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ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
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2018
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Angela Dai
Daniel Ritchie
Martin Bokeloh
Scott Reed
Jürgen Sturm
Matthias Nießner
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2
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Efficient Semantic Scene Completion Network with Spatial Group Convolution
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2018
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Jiahui Zhang
Hao Zhao
Anbang Yao
Yurong Chen
Li Zhang
Hongen Liao
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2
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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2
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PointConv: Deep Convolutional Networks on 3D Point Clouds
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2019
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Wenxuan Wu
Zhongang Qi
Fuxin Li
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2
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3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction from a Single Image
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2019
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Priyanka Mandikal
K L Navaneet
R. Venkatesh Babu
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2
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Learning Shape Abstractions by Assembling Volumetric Primitives
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2017
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Shubham Tulsiani
Hao Su
Leonidas Guibas
Alexei A. Efros
Jitendra Malik
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2
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DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image
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2018
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Andrey Kurenkov
Jingwei Ji
Animesh Garg
V. K. Mehta
JunYoung Gwak
Christopher Choy
Silvio Savarese
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2
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