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Making Convolutional Networks Shift-Invariant Again

25 April 2019

Papers citing "Making Convolutional Networks Shift-Invariant Again"

50 / 438 papers shown

Title
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim ViT 106 11 0 16 Nov 2021
Enabling equivariance for arbitrary Lie groupsComputer Vision and Pattern Recognition (CVPR), 2021 L. MacDonald Sameera Ramasinghe Simon Lucey AAML 182 27 0 16 Nov 2021
Contrastive Feature Loss for Image Prediction A. Andonian Taesung Park Bryan C. Russell Phillip Isola Jun-Yan Zhu Richard Y. Zhang GAN SSL 201 25 0 12 Nov 2021
On the Frequency Bias of Generative ModelsNeural Information Processing Systems (NeurIPS), 2021 Katja Schwarz Yiyi Liao Andreas Geiger 145 97 0 03 Nov 2021
Blending Anti-Aliasing into Vision TransformerNeural Information Processing Systems (NeurIPS), 2021 Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 171 23 0 28 Oct 2021
AugMax: Adversarial Composition of Random Augmentations for Robust Training Haotao Wang Chaowei Xiao Jean Kossaifi Zhiding Yu Anima Anandkumar Zinan Lin 274 128 0 26 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 200 599 0 18 Oct 2021
Exploring Novel Pooling Strategies for Edge Preserved Feature Maps in Convolutional Neural Networks Adithya Sineesh Mahesh Raveendranatha Panicker 69 2 0 17 Oct 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn Jan van Gemert 352 91 0 15 Oct 2021
A study of the robustness of raw waveform based speaker embeddings under mismatched conditionsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Ge Zhu Frank Cwitkowitz Z. Duan 210 3 0 08 Oct 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLPEuropean Conference on Computer Vision (ECCV), 2021 Jihao Liu Jiaming Song Guanglu Song Xin Huang Yu Liu ViT 199 38 0 08 Oct 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 384 495 0 08 Oct 2021
Large-Scale Topological Radar Localization Using Learned Descriptors J. Komorowski Monika Wysoczanska Tomasz Trzciñski 133 7 0 06 Oct 2021
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models Jen-Hao Rick Chang A. Shrivastava H. Koppula Xiaoshuai Zhang Oncel Tuzel DiffM 171 19 0 06 Oct 2021
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs Philipp Benz Soomin Ham Chaoning Zhang Adil Karjauv In So Kweon AAML ViT 210 89 0 06 Oct 2021
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function Md Tahmid Hossain S. Teng Ferdous Sohel Guojun Lu 145 18 0 03 Oct 2021
ML4ML: Automated Invariance Testing for Machine Learning ModelsInternational Conference on Artificial Intelligence Testing (ICAIT), 2021 Zukang Liao Pengfei Zhang Min Chen VLM 127 3 0 27 Sep 2021
Frequency Pooling: Shift-Equivalent and Anti-Aliasing Downsampling Zhendong Zhang OOD 109 5 0 24 Sep 2021
AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning Hadi Alzayer Hubert Lin Kavita Bala 154 9 0 21 Sep 2021
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks Bo Wang J. Hsieh Ming-Ching Chang Ping-Yang Chen Lipeng Ke Siwei Lyu FAtt 274 15 0 13 Sep 2021
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Yangyu Huang Hao Yang Chong Li Jongyoo Kim Fangyun Wei CVBM 195 57 0 13 Sep 2021
Scalable Font Reconstruction with Dual Latent ManifoldsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Nikita Srivatsan Si Wu Jonathan T. Barron Taylor Berg-Kirkpatrick BDL 122 5 0 10 Sep 2021
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyondSIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2021 M. Ponti Fernando Pereira dos Santos Leo Sampaio Ferraz Ribeiro G. B. Cavallari 152 17 0 06 Sep 2021
Dead Pixel Test Using Effective Receptive FieldPattern Recognition Letters (PR), 2021 Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 113 31 0 31 Aug 2021
ASAT: Adaptively Scaled Adversarial Training in Time Series Zhiyuan Zhang Wei Li Ruihan Bao Keiko Harimoto Hao Sun Xu Sun AI4TS 162 5 0 20 Aug 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 117 32 0 17 Aug 2021
Zero-Shot Day-Night Domain Adaptation with a Physics PriorIEEE International Conference on Computer Vision (ICCV), 2021 A. Lengyel Sourav Garg Michael Milford Jan van Gemert 191 76 0 11 Aug 2021
Impact of Aliasing on Generalization in Deep Convolutional NetworksIEEE International Conference on Computer Vision (ICCV), 2021 C. N. Vasconcelos Hugo Larochelle Vincent Dumoulin Rob Romijnders Nicolas Le Roux Ross Goroshin OOD 186 38 0 07 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 330 17 0 03 Aug 2021
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image ClassificationIEEE Transactions on Image Processing (TIP), 2021 Qiufu Li Linlin Shen Sheng Guo Zhihui Lai OOD 167 112 0 28 Jul 2021
GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar FrequenciesIEEE Access (IEEE Access), 2021 Carsten Ditzel Klaus C. J. Dietmayer 117 3 0 19 Jul 2021
Neural Representation Learning for Scribal Hands of Linear B Nikita Srivatsan J. Vega C. Skelton Taylor Berg-Kirkpatrick 70 5 0 14 Jul 2021
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks Eduardo Fonseca Andrés Ferraro Xavier Serra AI4TS 219 11 0 01 Jul 2021
Exploring Robust Architectures for Deep Artificial Neural NetworksCommunications Engineer (CE), 2021 Asim Waqas Ghulam Rasool Hamza Farooq N. Bouaynaya OOD AAML 167 17 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 173 11 0 23 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 781 1,834 0 23 Jun 2021
Score-based Generative Modeling in Latent SpaceNeural Information Processing Systems (NeurIPS), 2021 Arash Vahdat Karsten Kreis Jan Kautz DiffM 350 793 0 10 Jun 2021
Group Equivariant SubsamplingNeural Information Processing Systems (NeurIPS), 2021 Jin Xu Hyunjik Kim Tom Rainforth Yee Whye Teh 129 23 0 10 Jun 2021
Grounding inductive biases in natural images:invariance stems from variations in dataNeural Information Processing Systems (NeurIPS), 2021 Diane Bouchacourt Mark Ibrahim Ari S. Morcos OOD 192 29 0 09 Jun 2021
Taxonomy of Machine Learning Safety: A Survey and PrimerACM Computing Surveys (CSUR), 2021 Sina Mohseni Haotao Wang Zhiding Yu Chaowei Xiao Zinan Lin J. Yadawa 247 43 0 09 Jun 2021
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain AdaptationInternational Conference on Learning Representations (ICLR), 2021 David Berthelot Rebecca Roelofs Kihyuk Sohn Nicholas Carlini Alexey Kurakin 274 168 0 08 Jun 2021
Resolution learning in deep convolutional networks using scale-space theoryIEEE Transactions on Image Processing (TIP), 2021 Silvia L.Pintea Nergis Tomen Stanley F. Goes Marco Loog Jan van Gemert SupR SSL 262 40 0 07 Jun 2021
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNsInternational Conference of the Italian Association for Artificial Intelligence (AIxIA), 2021 A. Badar Arnav Varma Adrian Staniec Mahmoud Gamal Omar Magdy Haris Iqbal Elahe Arani Bahram Zonooz 220 9 0 06 Jun 2021
Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective Lewis Smith Joost R. van Amersfoort Haiwen Huang Stephen J. Roberts Y. Gal 170 7 0 04 Jun 2021
Fre-GAN: Adversarial Frequency-consistent Audio SynthesisInterspeech (Interspeech), 2021 Ji-Hoon Kim Sang-Hoon Lee Ji-Hyun Lee Seong-Whan Lee 190 59 0 04 Jun 2021
Neuron segmentation using 3D wavelet integrated encoder-decoder network Qiufu Li Linlin Shen 3DV 132 12 0 01 Jun 2021
How saccadic vision might help with theinterpretability of deep networksIEEE International Joint Conference on Neural Network (IJCNN), 2021 Iana Sereda Grigory V. Osipov FAtt 102 0 0 27 May 2021
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and RobustnessInternational Conference on Machine Learning (ICML), 2021 Namuk Park S. Kim UQCV AAML 238 24 0 26 May 2021
Towards Robust Vision TransformerComputer Vision and Pattern Recognition (CVPR), 2021 Xiaofeng Mao Gege Qi YueFeng Chen Xiaodan Li Ranjie Duan Shaokai Ye Yuan He Hui Xue ViT 362 224 0 17 May 2021
Truly shift-equivariant convolutional neural networks with adaptive polyphase upsamplingAsilomar Conference on Signals, Systems and Computers (ACSSC), 2021 Anadi Chaman Ivan Dokmanić 152 11 0 09 May 2021