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Making Convolutional Networks Shift-Invariant Again

25 April 2019

Papers citing "Making Convolutional Networks Shift-Invariant Again"

50 / 439 papers shown

Title
A Complete Recipe for Diffusion Generative ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Kushagra Pandey Stephan Mandt DiffM 174 11 0 03 Mar 2023
Spatial Bias for Attention-free Non-local Neural NetworksExpert systems with applications (ESWA), 2023 Junhyung Go Jongbin Ryu SSL 133 11 0 24 Feb 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 193 5 0 22 Feb 2023
Cross-domain Compositing with Pretrained Diffusion Models Roy Hachnochi Mingrui Zhao Nadav Orzech Rinon Gal Ali Mahdavi-Amiri Daniel Cohen-Or Amit H. Bermano DiffM 310 21 0 20 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 239 304 0 19 Feb 2023
When Visible-to-Thermal Facial GAN Beats Conditional DiffusionInternational Conference on Information Photonics (ICIP), 2023 Catherine Ordun Edward Raff S. Purushotham DiffM 191 7 0 18 Feb 2023
DNArch: Learning Convolutional Neural Architectures by Backpropagation David W. Romero Neil Zeghidour AI4CE 143 4 0 10 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label ShiftInternational Conference on Machine Learning (ICML), 2023 Saurabh Garg Nick Erickson James Sharpnack Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton VLM 322 44 0 06 Feb 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 318 22 0 02 Feb 2023
Deep networks for system identification: a Survey G. Pillonetto Aleksandr Aravkin Daniel Gedon L. Ljung Antônio H. Ribeiro Thomas B. Schon OOD 287 88 0 30 Jan 2023
Robust Transformer with Locality Inductive Bias and Feature NormalizationEngineering Science and Technology, an International Journal (JEST), 2023 Omid Nejati Manzari Hossein Kashiani Hojat Asgarian Dehkordi S. B. Shokouhi ViT 173 19 0 27 Jan 2023
Progressive Meta-Pooling Learning for Lightweight Image Classification ModelIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Peijie Dong Xin-Yi Niu Zhiliang Tian Lujun Li Xiaodong Wang Zimian Wei H. Pan Dongsheng Li VLM 146 8 0 24 Jan 2023
Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference Abonia Sojasingarayar Ashish Patel 3DH 58 0 0 22 Dec 2022
Aliasing is a Driver of Adversarial Attacks Adrian Rodriguez-Munoz Antonio Torralba AAML 122 1 0 22 Dec 2022
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene UnderstandingIEEE Transactions on Automation Science and Engineering (T-ASE), 2022 Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 149 2 0 22 Dec 2022
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing EnvironmentsAAAI Conference on Artificial Intelligence (AAAI), 2022 Carol Xu M. Famouri Gautam Bathla M. Shafiee Alexander Wong 128 2 0 20 Dec 2022
From Xception to NEXcepTion: New Design Decisions and Neural Architecture SearchInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022 Hadar Shavit Filip Jatelnicki Pol Mor-Puigventós W. Kowalczyk 121 3 0 16 Dec 2022
3DHumanGAN: 3D-Aware Human Image Generation with 3D Pose MappingIEEE International Conference on Computer Vision (ICCV), 2022 Zhuoqian Yang Shikai Li Wayne Wu Bo Dai 3DH 150 16 0 14 Dec 2022
Robust Perception through EquivarianceInternational Conference on Machine Learning (ICML), 2022 Chengzhi Mao Lingyu Zhang Abhishek Joshi Junfeng Yang Hongya Wang Carl Vondrick BDL AAML 259 10 0 12 Dec 2022
Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation for 3D Scene Understanding Jay Bhanushali Manivannan Muniyandi Praneeth Chakravarthula 3DPC ViT 237 4 0 09 Dec 2022
From CNNs to Shift-Invariant Twin Models Based on Complex WaveletsEuropean Signal Processing Conference (EUSIPCO), 2022 Hubert Leterme K. Polisano V. Perrier Alahari Karteek 258 1 0 01 Dec 2022
N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture Eva‐Maria Hock T. Buchholz Anselm Brachmann Florian Jug Alexander Freytag 130 19 0 15 Nov 2022
Homomorphic Self-Supervised Learning Thomas Anderson Keller Xavier Suau Luca Zappella SSL 176 3 0 15 Nov 2022
Demystify Transformers & Convolutions in Modern Image Deep NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jifeng Dai Min Shi Weiyun Wang Sitong Wu Linjie Xing ... Lewei Lu Jie Zhou Xiaogang Wang Botian Shi Xiao-hua Hu ViT 237 11 0 10 Nov 2022
A picture of the space of typical learnable tasksInternational Conference on Machine Learning (ICML), 2022 Rahul Ramesh Jialin Mao Itay Griniasty Rubing Yang H. Teoh Mark K. Transtrum James P. Sethna Pratik Chaudhari SSL DRL 366 6 0 31 Oct 2022
The Robustness Limits of SoTA Vision Models to Natural Variation Mark Ibrahim Q. Garrido Ari S. Morcos Diane Bouchacourt VLM 171 17 0 24 Oct 2022
Similarity of Neural Architectures using Adversarial Attack TransferabilityEuropean Conference on Computer Vision (ECCV), 2022 Ian Ryu Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 471 3 0 20 Oct 2022
Deformably-Scaled Transposed Convolution Stefano B. Blumberg Daniele Ravi Moucheng Xu Matteo Figini Iasonas Kokkinos Daniel C. Alexander 182 1 0 17 Oct 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional NetworksNeural Information Processing Systems (NeurIPS), 2022 Renan A. Rojas-Gomez Teck-Yian Lim Alex Schwing Minh Do Raymond A. Yeh 215 18 0 14 Oct 2022
Symmetry Defense Against CNN Adversarial Perturbation AttacksInformation Security Conference (IS), 2022 Blerta Lindqvist AAML 299 2 0 08 Oct 2022
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?Neural Information Processing Systems (NeurIPS), 2022 Henry Kvinge Tegan H. Emerson Grayson Jorgenson Scott Vasquez T. Doster Jesse D. Lew 182 11 0 07 Oct 2022
The Lie Derivative for Measuring Learned EquivarianceInternational Conference on Learning Representations (ICLR), 2022 Nate Gruver Marc Finzi Micah Goldblum A. Wilson 273 50 0 06 Oct 2022
Structure Guided Manifolds for Discovery of Disease Characteristics Siyu Liu Linfeng Liu Xuan Vinh Stuart Crozier Craig B. Engstrom F. Nasrallah Shekhar S. Chandra MedIm 116 0 0 22 Sep 2022
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 279 7 0 20 Sep 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 455 2 0 19 Sep 2022
Transfering Low-Frequency Features for Domain AdaptationIEEE International Conference on Multimedia and Expo (ICME), 2022 Zhaowen Li Xu Zhao Honghui Dong Ming Tang Jinqiao Wang 141 9 0 31 Aug 2022
Shift Variance in Scene Text Detection M. Glitzner Jan-Hendrik Neudeck Philipp Härtinger 105 0 0 19 Aug 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging ReconstructionIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Hong Peng Chenbo Jiang Jing Cheng Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 223 22 0 15 Aug 2022
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers Alexander Wong M. Shafiee Saad Abbasi Saeejith Nair M. Famouri 132 6 0 15 Aug 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the WildEuropean Conference on Computer Vision (ECCV), 2022 Jason Y. Zhang Deva Ramanan Shubham Tulsiani 276 103 0 11 Aug 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative ModelsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 345 315 0 11 Aug 2022
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection Caleb Tung Abhinav Goel Fischer Bordwell Nick Eliopoulos Xiao Hu George K. Thiruvathukal Yung-Hsiang Lu 68 5 0 28 Jul 2022
Shift-tolerant Perceptual Similarity MetricEuropean Conference on Computer Vision (ECCV), 2022 Abhijay Ghildyal Yifan Zhang 147 57 0 27 Jul 2022
Efficient CNN Architecture Design Guided by VisualizationIEEE International Conference on Multimedia and Expo (ICME), 2022 Liangqi Zhang Haibo Shen Yihao Luo Xiang Cao Leixilan Pan Tianjiang Wang Qi Feng 117 6 0 21 Jul 2022
On the Strong Correlation Between Model Invariance and GeneralizationNeural Information Processing Systems (NeurIPS), 2022 Weijian Deng Stephen Gould Liang Zheng OOD 205 24 0 14 Jul 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation LearningEuropean Conference on Computer Vision (ECCV), 2022 Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 420 186 0 11 Jul 2022
Cross-receptive Focused Inference Network for Lightweight Image Super-ResolutionIEEE transactions on multimedia (IEEE TMM), 2022 Wenjie Li Juncheng Li Guangwei Gao Jiantao Zhou Jian Yang Guo-Jun Qi SupR 219 56 0 06 Jul 2022
Generalization to translation shifts: a study in architectures and augmentations Suriya Gunasekar 165 2 0 05 Jul 2022
Warped Convolutional Networks: Bridge Homography to sl(3) algebra by Group Convolution Xinrui Zhan Yang Li Wenyu Liu Jianke Zhu 142 0 0 23 Jun 2022
ProtoCLIP: Prototypical Contrastive Language Image PretrainingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Delong Chen Zhao Wu Fan Liu Zaiquan Yang Huaxi Huang Ying Tan Erjin Zhou VLM CLIP 210 28 0 22 Jun 2022