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
A Novel WaveInst-based Network for Tree Trunk Structure Extraction and Pattern Analysis in Forest Inventory Chenyang Fan Xujie Zhu Taige Luo Sheng Xu Zhulin Chen Hongxin Yang 28 0 0 03 May 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 49 0 0 20 Mar 2025
CFIRSTNET: Comprehensive Features for Static IR Drop Estimation with Neural Network Yu-Tung Liu Yu-Hao Cheng Shao-Yu Wu Hung-Ming Chen 68 0 0 13 Feb 2025
An object detection approach for lane change and overtake detection from motion profiles Andrea Benericetti Niccolò Bellaccini Henrique Piñeiro Monteagudo Matteo Simoncini Francesco Sambo 73 0 0 06 Feb 2025
Spline-FRIDA: Towards Diverse, Humanlike Robot Painting Styles with a Sample-Efficient, Differentiable Brush Stroke Model Lawrence Chen Peter Schaldenbrand Tanmay Shankar Lia Coleman Jean Oh 70 0 0 30 Nov 2024
Adapting Skills to Novel Grasps: A Self-Supervised Approach Georgios Papagiannis Kamil Dreczkowski Vitalis Vosylius Arno Solin SSL 33 0 0 31 Jul 2024
DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks Jiaxin Zhang Dezhi Peng Chongyu Liu Peirong Zhang Lianwen Jin VLM 43 12 0 07 May 2024
PoseINN: Realtime Visual-based Pose Regression and Localization with Invertible Neural Networks Zirui Zang Ahmad Amine Rahul Mangharam 41 0 0 20 Apr 2024
Semi-Supervised Domain Adaptation for Wildfire Detection JooYoung Jang Youngseo Cha Jisu Kim SooHyung Lee Geonu Lee Minkook Cho Young-Kug Hwang Nojun Kwak 37 0 0 02 Apr 2024
Privacy-preserving Optics for Enhancing Protection in Face De-identification Jhon Lopez Carlos Hinojosa Henry Arguello Guohao Li 32 5 0 31 Mar 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 34 4 0 24 Feb 2024
End-to-end Multi-Instance Robotic Reaching from Monocular Vision Zheyu Zhuang Xin Yu Robert E. Mahony 41 1 0 22 Jan 2024
$3D Scene Geometry Estimation from 360$^\circ$ Imagery: A Survey$ 3D Scene Geometry Estimation from 360 $^\circ$ Imagery: A Survey T. L. T. D. Silveira Paulo G. L. Pinto Jeffri Murrugarra-Llerena C. R. Jung MDE 26 33 0 17 Jan 2024
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops Aditya Prakash Arjun Gupta Saurabh Gupta 26 3 0 11 Dec 2023
ADFA: Attention-augmented Differentiable top-k Feature Adaptation for Unsupervised Medical Anomaly Detection Yiming Huang Guo-Shuai Liu Yaoru Luo Ge Yang OOD MedIm 27 2 0 29 Aug 2023
Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos Haoyuan Li Haoye Dong Hanchao Jia Dong Huang Michael C. Kampffmeyer Liang Lin Xiaodan Liang 27 5 0 20 Aug 2023
Towards Packaging Unit Detection for Automated Palletizing Tasks Markus Völk Kilian Kleeberger Werner Kraus Richard Bormann 27 0 0 11 Aug 2023
LATR: 3D Lane Detection from Monocular Images with Transformer Yueru Luo Chaoda Zheng Xu Yan Tang Kun Chao Zheng Shuguang Cui Zhen Li ViT 36 33 0 08 Aug 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 85 225 0 07 Jul 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Qingpeng Zhu Qi Sun Wenxiu Sun Chen Change Loy Jinwei Gu 45 10 0 23 May 2023
Sensor Equivariance by LiDAR Projection Images H. Reichert Manuel Hetzel Steven Schreck Konrad Doll Bernhard Sick 3DV 30 2 0 29 Apr 2023
DeDA: Deep Directed Accumulator Hang Zhang Rongguang Wang Renjiu Hu Jinwei Zhang Jiahao Nick Li MedIm 30 4 0 15 Mar 2023
ACR: Attention Collaboration-based Regressor for Arbitrary Two-Hand Reconstruction Zheng-Lun Yu Shaoli Huang Chengjie Fang T. Breckon Jue Wang 3DH 43 31 0 10 Mar 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 35 56 0 09 Mar 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 23 3 0 10 Feb 2023
LEGO-Net: Learning Regular Rearrangements of Objects in Rooms Qiuhong Anna Wei Sijie Ding Jeong Joon Park Rahul Sajnani A. Poulenard Srinath Sridhar Leonidas J. Guibas DiffM 30 61 0 23 Jan 2023
Spatially Covariant Lesion Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Dongdong Liu Chao Li Jiahao Nick Li MedIm 37 7 0 19 Jan 2023
Sample-efficient Surrogate Model for Frequency Response of Linear PDEs using Self-Attentive Complex Polynomials A. Cohen W. Dou Jiang Zhu S. Koziel Péter Renner J. Mattsson Xiaomeng Yang Beidi Chen Kevin R. Stone Yuandong Tian 26 0 0 06 Jan 2023
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning Hui Li Mingjie Sun Jimin Xiao Eng Gee Lim Yao-Min Zhao 29 20 0 17 Dec 2022
Estimation of fibre architecture and scar in myocardial tissue using electrograms: an in-silico study Konstantinos Ntagiantas E. Pignatelli N. Peters C. Cantwell R. Chowdhury Anil A. Bharath 21 1 0 06 Dec 2022
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests Christopher Beckham Martin Weiss Florian Golemo S. Honari Derek Nowrouzezahrai C. Pal 28 7 0 03 Dec 2022
HashEncoding: Autoencoding with Multiscale Coordinate Hashing Lukas Zhornyak Zhen-hui Xu Haoran Tang Jianbo Shi 26 0 0 29 Nov 2022
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search Ayush Raina Jonathan Cagan Christopher McComb AI4CE 31 9 0 28 Nov 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 36 9 0 24 Nov 2022
Piecewise Planar Hulls for Semi-Supervised Learning of 3D Shape and Pose from 2D Images Y. Can Alexander Liniger D. Paudel Luc Van Gool 3DH 3DPC 35 0 0 14 Nov 2022
Graph-Based Multi-Camera Soccer Player Tracker J. Komorowski Grzegorz Kurzejamski 35 3 0 03 Nov 2022
Translated Skip Connections -- Expanding the Receptive Fields of Fully Convolutional Neural Networks Joshua Bruton Hairong Wang SSeg 7 3 0 03 Nov 2022
The Robustness Limits of SoTA Vision Models to Natural Variation Mark Ibrahim Q. Garrido Ari S. Morcos Diane Bouchacourt VLM 43 16 0 24 Oct 2022
Principal Component Classification Rozenn Dahyot 24 1 0 23 Oct 2022
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning Azimkhon Ostonov 3DV 29 3 0 22 Oct 2022
Effectiveness of the Recent Advances in Capsule Networks Nidhin Harilal Rohan Patil 29 0 0 11 Oct 2022
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation Niklas Gard Anna Hilsmann Peter Eisert 3DPC 37 2 0 11 Oct 2022
Single Image Super-Resolution Based on Capsule Neural Networks George Correa de Araujo Hélio Pedrini SupR 29 0 0 06 Oct 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 40 20 0 15 Sep 2022
Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images Zhanchao Huang Wei Li X. Xia Hao Wang Ran Tao 34 13 0 06 Sep 2022
Reconstructing editable prismatic CAD from rounded voxel models Joseph G. Lambourne Karl D. D. Willis P. Jayaraman Longfei Zhang Aditya Sanghi Kamal Rahimi Malekshan 25 39 0 02 Sep 2022
nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods Matthew Baugh Jeremy Tan Athanasios Vlontzos Johanna P. Müller Bernhard Kainz OOD 24 2 0 02 Sep 2022
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention Jinwoo Hwang Philipp Benz Tae-Hoon Kim ViT 31 3 0 19 Aug 2022
Pixel-Wise Prediction based Visual Odometry via Uncertainty Estimation Haoming Chen Tingbo Liao Hsuan-Kung Yang Chun-Yi Lee 26 2 0 18 Aug 2022
NIR-to-VIS Face Recognition via Embedding Relations and Coordinates of the Pairwise Features Myeongah Cho Tae-Young Chung Taeoh Kim Sangyoun Lee ViT CVBM 21 8 0 04 Aug 2022