Making Convolutional Networks Shift-Invariant Again

25 April 2019

Papers citing "Making Convolutional Networks Shift-Invariant Again"

50 / 175 papers shown

Title
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 32 16 0 14 Jul 2022
Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution Xinrui Zhan Yang Li Wenyu Liu Jianke Zhu 38 0 0 23 Jun 2022
Convolutional layers are equivariant to discrete shifts but not continuous translations N. McGreivy Ammar Hakim 19 1 0 10 Jun 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 39 19 0 06 Jun 2022
Saliency Map Based Data Augmentation Jalal Al-Afandi B. Magyar András Horváth 16 0 0 29 May 2022
GraSens: A Gabor Residual Anti-aliasing Sensing Framework for Action Recognition using WiFi Yanling Hao Zhiyuan Shi Xidong Mu Yuanwei Liu 24 2 0 24 May 2022
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models Sabeesh Ethiraj B. Bolla 17 2 0 23 May 2022
Test-time Batch Normalization Tao Yang Shenglong Zhou Yuwang Wang Yan Lu Nanning Zheng OOD 57 9 0 20 May 2022
What is an equivariant neural network? Lek-Heng Lim Bradley J. Nelson BDL FedML MLT 32 22 0 15 May 2022
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 33 1 0 25 Apr 2022
Real-World Deep Local Motion Deblurring Haoying Li Ziran Zhang Tingting Jiang Peng Luo H. Feng Zhihai Xu 30 27 0 18 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 26 64 0 06 Apr 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 47 37 0 21 Mar 2022
CapsNet for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Kyle Quinn Hien Nguyen Khoa Luu Ngan Le MedIm 13 5 0 16 Mar 2022
MDMMT-2: Multidomain Multimodal Transformer for Video Retrieval, One More Step Towards Generalization Alexander Kunitsyn M. Kalashnikov Maksim Dzabraev Andrei Ivaniuta 30 16 0 14 Mar 2022
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches Maura Pintor Daniele Angioni Angelo Sotgiu Christian Scano Ambra Demontis Battista Biggio Fabio Roli AAML 33 49 0 07 Mar 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 47 466 0 14 Feb 2022
Feature-level augmentation to improve robustness of deep neural networks to affine transformations A. Sandru Mariana-Iuliana Georgescu Radu Tudor Ionescu OOD 16 3 0 10 Feb 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
Symmetry-aware Neural Architecture for Embodied Visual Navigation Shuang Liu Takayuki Okatani 34 1 0 17 Dec 2021
Mitigating the Bias of Centered Objects in Common Datasets Gergely G. Szabo A. Horváth 16 5 0 16 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 34 86 0 16 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 42 541 0 15 Dec 2021
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 30 231 0 14 Dec 2021
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 36 274 0 10 Dec 2021
HeadNeRF: A Real-time NeRF-based Parametric Head Model Yang Hong Bo Peng Haiyao Xiao Ligang Liu Juyong Zhang 3DH 30 247 0 10 Dec 2021
Fast Point Transformer Chunghyun Park Yoonwoo Jeong Minsu Cho Jaesik Park 3DPC ViT 38 169 0 09 Dec 2021
A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap? Nathan G. Drenkow Numair Sani I. Shpitser Mathias Unberath 19 75 0 01 Dec 2021
Exploration into Translation-Equivariant Image Quantization W. Shin Gyubok Lee Jiyoung Lee Eun-Young Lyou Joonseok Lee Edward Choi 38 7 0 01 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 24 48 0 30 Nov 2021
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 27 8 0 16 Nov 2021
Enabling equivariance for arbitrary Lie groups L. MacDonald Sameera Ramasinghe Simon Lucey AAML 27 25 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 43 19 0 12 Nov 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 28 20 0 28 Oct 2021
AugMax: Adversarial Composition of Random Augmentations for Robust Training Haotao Wang Chaowei Xiao Jean Kossaifi Zhiding Yu Anima Anandkumar Zhangyang Wang 27 107 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 14 552 0 18 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 80 82 0 15 Oct 2021
A study of the robustness of raw waveform based speaker embeddings under mismatched conditions Ge Zhu Frank Cwitkowitz Z. Duan 22 2 0 08 Oct 2021
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP Jihao Liu Hongsheng Li Guanglu Song Xin Huang Yu Liu ViT 37 35 0 08 Oct 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 54 401 0 08 Oct 2021
Large-Scale Topological Radar Localization Using Learned Descriptors J. Komorowski Monika Wysoczanska Tomasz Trzciñski 33 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 51 16 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 47 79 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 49 13 0 03 Oct 2021
ML4ML: Automated Invariance Testing for Machine Learning Models Zukang Liao Pengfei Zhang Min Chen VLM 21 3 0 27 Sep 2021
Frequency Pooling: Shift-Equivalent and Anti-Aliasing Downsampling Zhendong Zhang OOD 21 5 0 24 Sep 2021
AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning Hadi Alzayer Hubert Lin Kavita Bala 54 7 0 21 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
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 27 25 0 31 Aug 2021
ASAT: Adaptively Scaled Adversarial Training in Time Series Zhiyuan Zhang Wei Li Ruihan Bao Keiko Harimoto Yunfang Wu Xu Sun AI4TS 27 5 0 20 Aug 2021