Making Convolutional Networks Shift-Invariant Again

25 April 2019

Papers citing "Making Convolutional Networks Shift-Invariant Again"

50 / 175 papers shown

Title
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
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 60 57 0 11 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification Qiufu Li Linlin Shen Sheng Guo Zhihui Lai OOD 23 84 0 28 Jul 2021
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks Eduardo Fonseca Andrés Ferraro Xavier Serra AI4TS 27 9 0 01 Jul 2021
Exploring Robust Architectures for Deep Artificial Neural Networks Asim Waqas Ghulam Rasool Hamza Farooq N. Bouaynaya OOD AAML 26 14 0 30 Jun 2021
Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders M. Ziatdinov C. Wong Sergei V. Kalinin OOD 24 10 0 23 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 107 1,566 0 23 Jun 2021
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 16 659 0 10 Jun 2021
Taxonomy of Machine Learning Safety: A Survey and Primer Sina Mohseni Haotao Wang Zhiding Yu Chaowei Xiao Zhangyang Wang J. Yadawa 26 31 0 09 Jun 2021
Resolution learning in deep convolutional networks using scale-space theory Silvia L.Pintea Nergis Tomen Stanley F. Goes Marco Loog Jan van Gemert SupR SSL 32 37 0 07 Jun 2021
How saccadic vision might help with theinterpretability of deep networks Iana Sereda Grigory V. Osipov FAtt 33 0 0 27 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 41 38 0 07 May 2021
Relative stability toward diffeomorphisms indicates performance in deep nets Leonardo Petrini Alessandro Favero Mario Geiger M. Wyart OOD 38 15 0 06 May 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 30 70 0 29 Apr 2021
Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms A. Saydjari D. Finkbeiner 33 20 0 22 Apr 2021
Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach Felix Rempe P. Franeck Klaus Bogenberger 3DV 24 2 0 19 Apr 2021
A New Dimension in Testimony: Relighting Video with Reflectance Field Exemplars Loc Huynh B. Kishore P. Debevec 3DH 29 2 0 06 Apr 2021
LiftPool: Bidirectional ConvNet Pooling Jiaojiao Zhao Cees G. M. Snoek 8 19 0 02 Apr 2021
Modeling the Nonsmoothness of Modern Neural Networks Runze Liu Chau-Wai Wong H. Dai FAtt 21 0 0 26 Mar 2021
Diverse Branch Block: Building a Convolution as an Inception-like Unit Xiaohan Ding Xinming Zhang Jungong Han Guiguang Ding AI4CE 25 277 0 24 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 16 1,911 0 24 Mar 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 27 395 0 23 Mar 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 31 298 0 13 Mar 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 19 304 0 10 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 183 27,846 0 26 Feb 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 25 21 0 24 Feb 2021
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 105 38 0 11 Feb 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 85 144 0 21 Jan 2021
Multi-stage Deep Layer Aggregation for Brain Tumor Segmentation Carlos Alberto Silva Adriano Pinto Sérgio Pereira Ana P. Lopes 24 11 0 02 Jan 2021
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Ping-Yang Chen Chien-Yao Wang J. Hsieh Munkhjargal Gochoo ObjD 29 79 0 03 Dec 2020
Truly shift-invariant convolutional neural networks Anadi Chaman Ivan Dokmanić 23 68 0 28 Nov 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 84 6,113 0 26 Nov 2020
An Effective Anti-Aliasing Approach for Residual Networks C. N. Vasconcelos Hugo Larochelle Vincent Dumoulin Nicolas Le Roux Ross Goroshin SupR 33 32 0 20 Nov 2020
Larq Compute Engine: Design, Benchmark, and Deploy State-of-the-Art Binarized Neural Networks T. Bannink Arash Bakhtiari Adam Hillier Lukas Geiger T. D. Bruin Leon Overweel J. Neeven K. Helwegen 3DV MQ 13 36 0 18 Nov 2020
Structured Visual Search via Composition-aware Learning Mert Kilickaya A. Smeulders CoGe 30 5 0 27 Oct 2020
Robust Pre-Training by Adversarial Contrastive Learning Ziyu Jiang Tianlong Chen Ting-Li Chen Zhangyang Wang 30 227 0 26 Oct 2020
SESQA: semi-supervised learning for speech quality assessment Joan Serrà Jordi Pons Santiago Pascual 21 42 0 01 Oct 2020
Shift Equivariance in Object Detection M. Manfredi Yu Wang ObjD 17 18 0 13 Aug 2020
Learning to Factorize and Relight a City Andrew Liu Shiry Ginosar Tinghui Zhou Alexei A. Efros Noah Snavely 11 44 0 06 Aug 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 35 191 0 23 Jul 2020
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation Md Tahmid Hossain S. Teng Ferdous Sohel Guojun Lu 16 10 0 18 Jul 2020
On Robustness and Transferability of Convolutional Neural Networks Josip Djolonga Jessica Yung Michael Tschannen Rob Romijnders Lucas Beyer ... D. Moldovan Sylvain Gelly N. Houlsby Xiaohua Zhai Mario Lucic OOD 13 154 0 16 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 48 333 0 01 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 48 536 0 01 Jul 2020
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider E. Rusak L. Eck Oliver Bringmann Wieland Brendel Matthias Bethge VLM 42 463 0 30 Jun 2020
From Discrete to Continuous Convolution Layers Assaf Shocher Ben Feinstein Niv Haim Michal Irani 8 17 0 19 Jun 2020
Neural Anisotropy Directions Guillermo Ortiz-Jiménez Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard 34 16 0 17 Jun 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock MedIm 27 19 0 15 Jun 2020
A Lightweight CNN and Joint Shape-Joint Space (JS2) Descriptor for Radiological Osteoarthritis Detection N. Bayramoglu M. Nieminen S. Saarakkala MedIm 11 7 0 24 May 2020