Disentangled Latent Transformer for Interpretable Monocular Height Estimation

17 January 2022

Zhitong Xiong Sining Chen

Papers citing "Disentangled Latent Transformer for Interpretable Monocular Height Estimation"

28 / 28 papers shown

Title
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong Wei Huang Jingtao Hu Xiao Xiang Zhu 101 20 0 30 Dec 2021
Towards Interpretable Deep Networks for Monocular Depth Estimation Zunzhi You Yi-Hsuan Tsai W. Chiu Guanbin Li FAtt 62 17 0 11 Aug 2021
Single View Geocentric Pose in the Wild Gordon A. Christie Kevin Foster Shea Hagstrom Gregory D. Hager M. Brown 32 17 0 18 May 2021
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Jang Hyun Cho Utkarsh Mall Kavita Bala B. Hariharan 68 196 0 30 Mar 2021
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 447 21,418 0 25 Mar 2021
Interpreting Super-Resolution Networks with Local Attribution Maps Jinjin Gu Chao Dong FAtt SupR 60 214 0 22 Nov 2020
Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters Haoyun Liang Zhihao Ouyang Yuyuan Zeng Hang Su Zihao He Shutao Xia Jun Zhu Bo Zhang 57 47 0 16 Jul 2020
Learning Geocentric Object Pose in Oblique Monocular Images Gordon A. Christie Rodrigo Rene Rai Munoz Abujder Kevin Foster Shea Hagstrom Gregory Hager M. Brown MDE 55 31 0 01 Jul 2020
The Edge of Depth: Explicit Constraints between Segmentation and Depth Shengjie Zhu Garrick Brazil Xiaoming Liu MDE 58 105 0 01 Apr 2020
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 112 428 0 29 Jul 2019
How do neural networks see depth in single images? T. V. Dijk Guido de Croon VLM MDE 74 198 0 16 May 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation Junjie Hu Yan Zhang Takayuki Okatani MDE 102 83 0 06 Apr 2019
Semantic Stereo for Incidental Satellite Images Marc Bosch Kevin Foster Gordon A. Christie Sean Wang Gregory Hager M. Brown 3DV 45 141 0 21 Nov 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 84 850 0 17 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 238 1,186 0 27 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 481 1,731 0 06 Jun 2018
On the importance of single directions for generalization Ari S. Morcos David Barrett Neil C. Rabinowitz M. Botvinick 64 333 0 19 Mar 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 60 120 0 28 Feb 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 144 2,136 0 14 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 74 1,611 0 11 Oct 2017
Interpretable Convolutional Neural Networks Quanshi Zhang Ying Nian Wu Song-Chun Zhu FAtt 67 781 0 02 Oct 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 188 5,989 0 04 Mar 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 147 670 0 09 Feb 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 297 20,003 0 07 Oct 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 230 4,056 0 09 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,882 0 12 Nov 2013