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Spatial Transformer Networks

5 June 2015

Papers citing "Spatial Transformer Networks"

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Title
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 74 693 0 17 Sep 2018
Maximum-Entropy Fine-Grained Classification Abhimanyu Dubey O. Gupta Ramesh Raskar Nikhil Naik 93 157 0 16 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 80 198 0 14 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 171 1,595 0 14 Sep 2018
Linear and Deformable Image Registration with 3D Convolutional Neural Networks Stergios Christodoulidis M. Sahasrabudhe Maria Vakalopoulou G. Chassagnon M. Revel Stavroula Mougiakakou Nikos Paragios MedIm 74 40 0 13 Sep 2018
Learning structure-from-motion from motion Clément Pinard Laure Chevalley Antoine Manzanera David Filliat 77 6 0 12 Sep 2018
ManifoldNet: A Deep Network Framework for Manifold-valued Data Rudrasis Chakraborty Jose J. Bouza J. Manton B. Vemuri 52 16 0 11 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 83 105 0 10 Sep 2018
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 78 132 0 10 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 126 0 10 Sep 2018
Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers Zhen He Jian Li Daxue Liu Hangen He David Barber VOT 79 54 0 10 Sep 2018
Neural Allocentric Intuitive Physics Prediction from Real Videos Zhihua Wang Stefano Rosa Yishu Miao Zihang Lai Linhai Xie Andrew Markham A. Trigoni 67 1 0 07 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 265 2,469 0 06 Sep 2018
Dense Pose Transfer Natalia Neverova R. Güler Iasonas Kokkinos 3DH 82 210 0 06 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 72 477 0 05 Sep 2018
Temporally Coherent Video Harmonization Using Adversarial Networks Haozhi Huang Sen-Zhe Xu Junxiong Cai Wen Liu Shimin Hu 49 19 0 05 Sep 2018
Towards a Better Match in Siamese Network Based Visual Object Tracker Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 113 56 0 05 Sep 2018
Learning to Navigate for Fine-grained Classification Ze Yang Tiange Luo Dong Wang Zhiqiang Hu Jun Gao Liwei Wang 88 447 0 02 Sep 2018
An Adaptive Locally Connected Neuron Model: Focusing Neuron F. Boray Tek 38 6 0 31 Aug 2018
A Deeper Insight into the UnDEMoN: Unsupervised Deep Network for Depth and Ego-Motion Estimation V. Babu A. Majumder K. Das S. Kumar MDE 93 43 0 27 Aug 2018
Stereo Computation for a Single Mixture Image Yiran Zhong Yuchao Dai Hongdong Li 59 10 0 27 Aug 2018
Deep Adaptive Temporal Pooling for Activity Recognition Sibo Song Ngai-Man Cheung V. Chandrasekhar Bappaditya Mandal 86 16 0 22 Aug 2018
Isometric Transformation Invariant Graph-based Deep Neural Network Renata Khasanova P. Frossard 44 3 0 21 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 73 88 0 21 Aug 2018
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks Jeeheh Oh Jiaxuan Wang Jenna Wiens AI4TS MedIm 76 49 0 21 Aug 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 79 75 0 20 Aug 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille Tom Eccles Loic Matthey Christopher P. Burgess Nicholas Watters Alexander Lerchner I. Higgins BDL 84 120 0 20 Aug 2018
GridFace: Face Rectification via Learning Local Homography Transformations Erjin Zhou Zhimin Cao Jian Sun 3DH CVBM 53 30 0 19 Aug 2018
Learning Invariances using the Marginal Likelihood Mark van der Wilk Matthias Bauer S. T. John J. Hensman 97 86 0 16 Aug 2018
Occlusion Resistant Object Rotation Regression from Point Cloud Segments Ge Gao M. Lauri Jianwei Zhang Simone Frintrop 3DPC 103 24 0 16 Aug 2018
Fine-Grained Representation Learning and Recognition by Exploiting Hierarchical Semantic Embedding Tianshui Chen Wenxi Wu Yuefang Gao Le Dong Xiaonan Luo Liang Lin 181 101 0 14 Aug 2018
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning M. Ferguson Ak Ronay Y. T. Lee K. Law 59 178 0 07 Aug 2018
Weakly Supervised Bilinear Attention Network for Fine-Grained Visual Classification Tao Hu Jizheng Xu Cong Huang H. Qi Qingming Huang Yan Lu 44 5 0 06 Aug 2018
Learning monocular depth estimation with unsupervised trinocular assumptions Matteo Poggi Fabio Tosi S. Mattoccia MDE 84 153 0 05 Aug 2018
Learning Blind Video Temporal Consistency Wei-Sheng Lai Jia-Bin Huang Oliver Wang Eli Shechtman Ersin Yumer Ming-Hsuan Yang 107 368 0 01 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 94 96 0 01 Aug 2018
Egocentric Spatial Memory Mengmi Zhang K. Ma S. Yen J. Lim Qi Zhao Jiashi Feng EgoV 70 4 0 31 Jul 2018
Comparator Networks Weidi Xie Li Shen Andrew Zisserman CoGe 88 76 0 30 Jul 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 144 221 0 28 Jul 2018
An Algorithm for Learning Shape and Appearance Models without Annotations John Ashburner Mikael Brudfors Kevin Bronik Yael Balbastre MedIm FedML 33 11 0 27 Jul 2018
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping Haitian Zheng Mengqi Ji Haoqian Wang Yebin Liu Lu Fang SupR 63 193 0 27 Jul 2018
From handcrafted to deep local features G. Csurka C. Dance Martin Humenberger 91 23 0 26 Jul 2018
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition Chaojian Yu Xinyi Zhao Qi Zheng Peng Zhang Xinge You 68 292 0 26 Jul 2018
Competitive Inner-Imaging Squeeze and Excitation for Residual Network Yang Hu Guihua Wen Mingnan Luo Dan Dai Jiajiong Ma Zhiwen Yu 99 46 0 24 Jul 2018
The Variational Homoencoder: Learning to learn high capacity generative models from few examples Luke B. Hewitt Maxwell Nye Andreea Gane Tommi Jaakkola J. Tenenbaum BDL DRL GAN 88 68 0 24 Jul 2018
Compositional GAN: Learning Image-Conditional Binary Composition S. Azadi Deepak Pathak Sayna Ebrahimi Trevor Darrell GAN CoGe 97 26 0 19 Jul 2018
Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior Vineeth S. Bhaskara D. Bhattacharyya AAML 40 8 0 19 Jul 2018
Guided Upsampling Network for Real-Time Semantic Segmentation Davide Mazzini SSeg 84 113 0 19 Jul 2018
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery Pau Rodríguez López J. M. Gonfaus Guillem Cucurull F. X. Roca Jordi Gonzalez 66 38 0 19 Jul 2018
Visual Affordance and Function Understanding: A Survey Mohammed Hassanin Salman Khan M. Tahtali 58 52 0 18 Jul 2018