An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

9 July 2018

Papers citing "An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution"

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Title
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization Mengmeng Xu Juan-Manuel Perez-Rua Xiatian Zhu Guohao Li Brais Martinez 15 27 0 28 Mar 2021
$ScanGAN360: A Generative Model of Realistic Scanpaths for 360$^{\circ}$ Images$ ScanGAN360: A Generative Model of Realistic Scanpaths for 360 $^{\circ}$ Images Daniel Martin Ana Serrano Alexander W. Bergman Gordon Wetzstein B. Masiá 21 54 0 25 Mar 2021
CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization Arthur Moreau Nathan Piasco D. Tsishkou B. Stanciulescu A. de La Fortelle 44 38 0 19 Mar 2021
Spatial Attention Point Network for Deep-learning-based Robust Autonomous Robot Motion Generation Hideyuki Ichiwara Hiroshi Ito Kenjiro Yamamoto Hiroki Mori T. Ogata 3DPC 20 12 0 02 Mar 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 104 274 0 01 Mar 2021
OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous Driving Varun Ravi Kumar S. Yogamani Hazem Rashed Ganesh Sitsu Christian Witt Isabelle Leang Stefan Milz Patrick Mäder 39 90 0 15 Feb 2021
MP3: A Unified Model to Map, Perceive, Predict and Plan Sergio Casas Abbas Sadat R. Urtasun 3DV 33 223 0 18 Jan 2021
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units S. Nathan Priya Kansal SSeg MedIm 25 7 0 28 Dec 2020
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 143 263 0 28 Dec 2020
Single-shot Path Integrated Panoptic Segmentation Sukjun Hwang Seoung Wug Oh Seon Joo Kim 45 9 0 03 Dec 2020
Image Generators with Conditionally-Independent Pixel Synthesis Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 36 156 0 27 Nov 2020
Dissecting Image Crops Basile Van Hoorick Carl Vondrick 20 9 0 24 Nov 2020
Parallel Tacotron: Non-Autoregressive and Controllable TTS Isaac Elias Heiga Zen Jonathan Shen Yu Zhang Ye Jia Ron J. Weiss Yonghui Wu DRL 24 102 0 22 Oct 2020
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian Huazhu Fu Weiya Shi Tao Chen Yanwei Fu F. Shan Xiangyang Xue 33 51 0 07 Oct 2020
Probabilistic 3D surface reconstruction from sparse MRI information Katarína Tóthová Sarah Parisot Matthew Lee Esther Puyol-Antón A. King Marc Pollefeys E. Konukoglu 3DV 11 20 0 05 Oct 2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation Mojtaba Bemana K. Myszkowski Hans-Peter Seidel Tobias Ritschel 29 50 0 01 Oct 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 27 273 0 27 Aug 2020
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results Yuqian Zhou Michael Kwan Kyle Tolentino N. Emerton Sehoon Lim ... L. Po Dahai Yu Yasar Abbas Ur Rehman Yiqun Li Lianping Xing 14 35 0 18 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 31 11 0 01 Aug 2020
PP-YOLO: An Effective and Efficient Implementation of Object Detector Xiang Long Kaipeng Deng Guanzhong Wang Yan Zhang Qingqing Dang ... Hui Shen Jianguo Ren Shumin Han Errui Ding Shilei Wen ObjD 56 275 0 23 Jul 2020
Learning to Read and Follow Music in Complete Score Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 19 11 0 21 Jul 2020
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 48 21 0 13 Jul 2020
Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks Edmond Lezmi Jules Roche T. Roncalli Jiali Xu 26 6 0 09 Jul 2020
How benign is benign overfitting? Amartya Sanyal P. Dokania Varun Kanade Philip Torr NoLa AAML 23 57 0 08 Jul 2020
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors Ziqiang Li Hong Pan Yaping Zhu •. A. K. Qin 12 20 0 02 Jul 2020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution Xianhang Cheng Zhenzhong Chen 28 129 0 15 Jun 2020
Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning Vanessa Volz Niels Justesen Sam Snodgrass S. Asadi Sami Purmonen Christoffer Holmgård Julian Togelius S. Risi 27 10 0 26 May 2020
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image Boaz Arad Radu Timofte Ohad Ben-Shahar Yi Lin G. Finlayson Shai Givati Mohamed H. Sedky 54 122 0 07 May 2020
Interactive Video Stylization Using Few-Shot Patch-Based Training Ondrej Texler David Futschik Michal Kučera Ondrej Jamriska Sárka Sochorová Menglei Chai Sergey Tulyakov Daniel Sýkora VGen 14 80 0 29 Apr 2020
Exploring Self-attention for Image Recognition Hengshuang Zhao Jiaya Jia V. Koltun SSL 52 774 0 28 Apr 2020
A Simple Fix for Convolutional Neural Network via Coordinate Embedding Liliang Ren Zhuonan Hao 10 3 0 24 Mar 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 211 233 0 16 Mar 2020
Transferable Task Execution from Pixels through Deep Planning Domain Learning Kei Kase Chris Paxton H. Mazhar T. Ogata Dieter Fox 147 45 0 08 Mar 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 22 26 0 26 Feb 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity Gamaleldin F. Elsayed Prajit Ramachandran Jonathon Shlens Simon Kornblith 36 43 0 07 Feb 2020
Combining Deep Learning and Verification for Precise Object Instance Detection Siddharth Ancha Junyu Nan David Held 23 3 0 27 Dec 2019
RefinedMPL: Refined Monocular PseudoLiDAR for 3D Object Detection in Autonomous Driving Jean M. Uwabeza Vianney Shubhra Aich Bingbing Liu 3DPC 32 35 0 21 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems Zhe Dong Bryan Seybold Kevin Patrick Murphy Hung Bui BDL 32 30 0 21 Oct 2019
Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction Ajay Jain Sergio Casas Renjie Liao Yuwen Xiong Song Feng Sean Segal R. Urtasun 156 73 0 17 Oct 2019
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation Priya Kansal S. Nathan 24 28 0 08 Oct 2019
Object Parsing in Sequences Using CoordConv Gated Recurrent Networks Ayush Gaud Y. Harish K. M. Krishna 23 0 0 02 Oct 2019
Explicitly disentangling image content from translation and rotation with spatial-VAE Tristan Bepler Ellen D. Zhong Kotaro Kelley E. Brignole Bonnie Berger CoGe DRL 27 74 0 25 Sep 2019
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 35 170 0 17 Sep 2019
Receptive-field-regularized CNN variants for acoustic scene classification Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 27 29 0 05 Sep 2019
UPI-Net: Semantic Contour Detection in Placental Ultrasound Huan Qi S. Collins J. A. Noble 24 7 0 31 Aug 2019
Saccader: Improving Accuracy of Hard Attention Models for Vision Gamaleldin F. Elsayed Simon Kornblith Quoc V. Le VLM 29 72 0 20 Aug 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 23 394 0 19 Aug 2019
What is needed for simple spatial language capabilities in VQA? A. Kuhnle Ann A. Copestake CoGe 20 1 0 17 Aug 2019