Mind the Pad -- CNNs can Develop Blind Spots

Mind the Pad -- CNNs can Develop Blind Spots

5 October 2020

Narine Kokhlikyan

Orion Reblitz-Richardson

Papers citing "Mind the Pad -- CNNs can Develop Blind Spots"

17 / 17 papers shown

Title
On Symmetries in Convolutional Weights B. Alsallakh Timothy Wroge Vivek Miglani Narine Kokhlikyan 36 0 0 24 Mar 2025
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 24 3 0 20 Oct 2023
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition Wei-Jang Li Wei Yang Wenpeng Zhang Tianpeng Liu Yongxiang Liu Y. Liu 25 18 0 07 Apr 2023
Feature-Realistic Neural Fusion for Real-Time, Open Set Scene Understanding Kirill Mazur Edgar Sucar Andrew J. Davison 3DPC AI4CE 88 44 0 06 Oct 2022
Shift Variance in Scene Text Detection M. Glitzner Jan-Hendrik Neudeck Philipp Härtinger 6 0 0 19 Aug 2022
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels Edoardo Cetin Philip J. Ball Steve Roberts Oya Celiktutan 30 36 0 03 Jul 2022
$Cylin-Painting: Seamless {360\textdegree} Panoramic Image Outpainting and Beyond$ Cylin-Painting: Seamless {360\textdegree} Panoramic Image Outpainting and Beyond K. Liao Xiangyu Xu Chunyu Lin Wenqi Ren Yunchao Wei Yao Zhao 36 8 0 18 Apr 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu X. Zhang Jian-jun Sun 53 833 0 10 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 43 214 0 07 Apr 2022
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks A. Harrington Arturo Deza OOD AAML 21 20 0 02 Feb 2022
Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Lei Cheng Ruslan Khalitov Tong Yu Zhirong Yang 25 32 0 06 Jan 2022
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
Improved Padding in CNNs for Quantitative Susceptibility Mapping Juan Liu 13 2 0 21 Jun 2021
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 27 89 0 09 Dec 2020
Truly shift-invariant convolutional neural networks Anadi Chaman Ivan Dokmanić 20 68 0 28 Nov 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 209 232 0 16 Mar 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 202 344 0 22 Jan 2020