Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in
Deep Neural Networks

Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in Deep Neural Networks

25 November 2024

Zhaoxiang Zhang

ArXiv (abs)PDF HTML

Papers citing "Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in Deep Neural Networks"

18 / 18 papers shown

Title
Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images Chang Yu Xiangyu Zhu Xiaomei Zhang Zhaoxiang Zhang Zhen Lei OCL 3DH 100 6 0 20 Mar 2023
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild Shangzhe Wu Christian Rupprecht Andrea Vedaldi OCL 87 310 0 25 Nov 2019
How are attributes expressed in face DCNNs? Prithviraj Dhar Ankan Bansal Carlos D. Castillo Joshua Gleason P. Phillips Rama Chellappa CVBM 72 29 0 12 Oct 2019
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed Matthew Q. Hill Connor J. Parde Carlos D. Castillo Y. Colón Rajeev Ranjan Jun-Cheng Chen V. Blanz A. O’toole CVBM 70 55 0 28 Dec 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 88 184 0 13 Sep 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 221 1,306 0 23 Apr 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,235 0 18 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 90 457 0 12 Apr 2018
Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks Ruth C. Fong Andrea Vedaldi FAtt 82 264 0 10 Jan 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim Martin Wattenberg Justin Gilmer Carrie J. Cai James Wexler F. Viégas Rory Sayres FAtt 252 1,849 0 30 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 82 1,046 0 20 Nov 2017
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks Z. Lun Matheus Gadelha E. Kalogerakis Subhransu Maji Rui Wang 3DV 3DPC 59 186 0 20 Jul 2017
Deep Convolutional Neural Network Features and the Original Image Connor J. Parde Carlos D. Castillo Matthew Q. Hill Y. Colón S. Sankaranarayanan Jun-Cheng Chen A. O’toole CVBM 78 29 0 06 Nov 2016
Understanding intermediate layers using linear classifier probes Guillaume Alain Yoshua Bengio FAtt 175 958 0 05 Oct 2016
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 268 8,433 0 28 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014

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