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"

50 / 162 papers shown

Title
Deep Active Visual Attention for Real-time Robot Motion Generation: Emergence of Tool-body Assimilation and Adaptive Tool-use Hyogo Hiruma Hiroshi Ito Hiroki Mori Tetsuya Ogata 28 5 0 29 Jun 2022
LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation Florent Bartoccioni Éloi Zablocki Andrei Bursuc Patrick Pérez Matthieu Cord Alahari Karteek 51 33 0 27 Jun 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 32 90 0 17 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 30 14 0 13 Jun 2022
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning Sanghoon Myung I. Huh Wonik Jang Jae Myung Choe Jisu Ryu Daesin Kim Kee-Eung Kim C. Jeong 32 13 0 12 Jun 2022
CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization Sungwook Lee Seunghyun Lee B. Song 29 179 0 09 Jun 2022
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu M. Nguyen Yasin Yazici Kangkang Lu Hlaing Min Chuan-Sheng Foo 46 13 0 18 May 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters Tycho F. A. van der Ouderaa David W. Romero Mark van der Wilk 24 32 0 14 Apr 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 33 125 0 24 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 30 4 0 12 Mar 2022
Kernel Proposal Network for Arbitrary Shape Text Detection Shi-Xue Zhang Xiaobin Zhu Jie-Bo Hou Chun Yang Xu-Cheng Yin 33 30 0 12 Mar 2022
Depth-Independent Depth Completion via Least Square Estimation Xianze Fang Yunkai Wang Zexi Chen Yue Wang R. Xiong MDE 3DV 19 0 0 07 Mar 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 34 1 0 28 Feb 2022
An initial alignment between neural network and target is needed for gradient descent to learn Emmanuel Abbe Elisabetta Cornacchia Jan Hązła Christopher Marquis 26 16 0 25 Feb 2022
OmniSyn: Synthesizing 360 Videos with Wide-baseline Panoramas David Li Yinda Zhang Christian Häne Danhang Tang Amitabh Varshney Ruofei Du MDE 27 6 0 17 Feb 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 24 5 0 17 Feb 2022
Weakly Supervised Nuclei Segmentation via Instance Learning Weizhen Liu Qian He Xuming He 29 17 0 03 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 21 13 0 02 Feb 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 48 0 27 Dec 2021
Shape from Polarization for Complex Scenes in the Wild Chenyang Lei Chenyang Qi Jiaxin Xie Na Fan V. Koltun Qifeng Chen 37 60 0 21 Dec 2021
Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas Henrik Hoiness Kristoffer Gjerde L. Oggiano K. E. Giljarhus M. Ruocco DiffM AI4CE 21 5 0 15 Dec 2021
Autoencoder-based background reconstruction and foreground segmentation with background noise estimation Bruno Sauvalle A. de La Fortelle 21 12 0 15 Dec 2021
Residual Pathway Priors for Soft Equivariance Constraints Marc Finzi Gregory W. Benton A. Wilson BDL UQCV 24 53 0 02 Dec 2021
FENeRF: Face Editing in Neural Radiance Fields Jingxiang Sun Xuan Wang Yong Zhang Xiaoyu Li Qi Zhang Yebin Liu Jue Wang 3DH CVBM 22 140 0 30 Nov 2021
CRIS: CLIP-Driven Referring Image Segmentation Zhaoqing Wang Yu Lu Qiang Li Xunqiang Tao Yan Guo Ming Gong Tongliang Liu VLM 63 360 0 30 Nov 2021
Unsupervised Learning of Compositional Energy Concepts Yilun Du Shuang Li Yash Sharma J. Tenenbaum Igor Mordatch CoGe OCL 30 76 0 04 Nov 2021
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis Xingang Pan Xudong Xu Chen Change Loy Christian Theobalt Bo Dai 3DH 43 87 0 29 Oct 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 31 208 0 27 Oct 2021
AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning J. Song Kyeongbo Kong Ye In Park Seonggyun Kim Suk-Ju Kang 23 46 0 07 Oct 2021
Deep Synoptic Monte Carlo Planning in Reconnaissance Blind Chess Gregory Clark 33 9 0 05 Oct 2021
Pixel-Level Bijective Matching for Video Object Segmentation Suhwan Cho Heansung Lee Minjung Kim Sungjun Jang Sangyoun Lee VOS 51 23 0 04 Oct 2021
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation Mert Asim Karaoglu Nikolas Brasch Marijn F. Stollenga W. Wein Nassir Navab F. Tombari A. Ladikos OOD MedIm MDE 43 16 0 24 Sep 2021
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Yangyu Huang Hao Yang Chong Li Jongyoo Kim Fangyun Wei CVBM 29 46 0 13 Sep 2021
Implicit Behavioral Cloning Peter R. Florence Corey Lynch Andy Zeng Oscar Ramirez Ayzaan Wahid Laura Downs Adrian S. Wong Johnny Lee Igor Mordatch Jonathan Tompson OffRL 72 369 0 01 Sep 2021
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 26 27 0 17 Aug 2021
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection Cui Xie Hao Guo Junyu Dong 22 9 0 05 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
Open-World Entity Segmentation Lu Qi Jason Kuen Yi Wang Jiuxiang Gu Hengshuang Zhao Zhe-nan Lin Philip Torr Jiaya Jia OCL SSeg VLM 40 80 0 29 Jul 2021
Bi-level Feature Alignment for Versatile Image Translation and Manipulation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kaiwen Cui Aoran Xiao Shijian Lu Ling Shao 39 32 0 07 Jul 2021
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging Jingang Zhang Run Su Wenqi Ren Qiang Fu Felix Heide Yunfeng Nie 22 83 0 30 Jun 2021
FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware Convolutions Wei Mao Zhi Tian Xinlong Wang Chunhua Shen 3DH 24 58 0 29 May 2021
How saccadic vision might help with theinterpretability of deep networks Iana Sereda Grigory V. Osipov FAtt 33 0 0 27 May 2021
Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays Krzysztof Maziarz A. Krason Z. Wojna MedIm 30 9 0 28 Apr 2021
Guided Table Structure Recognition through Anchor Optimization K. Hashmi D. Stricker Marcus Liwicki Muhammad Noman Afzal Muhammad Zeshan Afzal LMTD 45 27 0 21 Apr 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 52 113 0 21 Apr 2021
SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras Varun Ravi Kumar Marvin Klingner S. Yogamani Markus Bach Stefan Milz Tim Fingscheidt Patrick Mäder MDE 50 37 0 09 Apr 2021
Flavored Tacotron: Conditional Learning for Prosodic-linguistic Features Mahsa Elyasi Gaurav Bharaj 19 2 0 08 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 36 70 0 08 Apr 2021
The surprising impact of mask-head architecture on novel class segmentation Vighnesh Birodkar Zhichao Lu Siyang Li V. Rathod Jonathan Huang ISeg 36 27 0 01 Apr 2021
Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking Tianlin Li Zhe Chen Jin Tang Bin Luo Yaowei Wang Yonghong Tian Feng Wu 26 44 0 30 Mar 2021