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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
Adaptive Sampling for Continuous Group Equivariant Neural Networks Berfin Inal Gabriele Cesa 122 0 0 13 Sep 2024
Interpretable Convolutional SyncNet Sungjoon Park Jaesub Yun Donggeon Lee Minsik Park 255 1 0 02 Sep 2024
Frequency-aware Feature Fusion for Dense Image PredictionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Linwei Chen Ying Fu Lin Gu Chenggang Yan Tatsuya Harada Gao Huang 3DV 245 121 0 23 Aug 2024
PushPull-Net: Inhibition-driven ResNet robust to image corruptionsInternational Conference on Pattern Recognition (ICPR), 2024 Guru Swaroop Bennabhaktula Enrique Alegre N. Strisciuglio George Azzopardi 249 3 0 07 Aug 2024
Don't Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNsAAAI Conference on Artificial Intelligence (AAAI), 2024 Christodoulos Kechris Jonathan Dan Jose Miranda David Atienza AI4TS 196 1 0 06 Aug 2024
Many Perception Tasks are Highly Redundant Functions of their Input Data Rahul Ramesh Anthony Bisulco Ronald W. DiTullio Linran Wei Vijay Balasubramanian Kostas Daniilidis Pratik Chaudhari 277 4 0 18 Jul 2024
Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics Elena Camuffo Umberto Michieli Simone Milani J. Moon Mete Ozay 279 1 0 08 Jul 2024
Understanding the Role of Invariance in Transfer Learning Till Speicher Vedant Nanda Krishna P. Gummadi SSL OOD 215 1 0 05 Jul 2024
Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis Abdul Rehman Sarfaraz Hussein Waqas Sultani 140 3 0 26 Jun 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex Spandan Madan Will Xiao Mingran Cao Hanspeter Pfister Margaret Livingstone Gabriel Kreiman OOD 176 4 0 16 Jun 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper Margret Keuper 149 8 0 11 Jun 2024
Block-As-Domain Adaptation for Workload Prediction from fNIRS Data Jiyang Wang Ayse Altay Senem Velipasalar 141 1 0 30 Apr 2024
VideoGigaGAN: Towards Detail-rich Video Super-Resolution Yiran Xu Taesung Park Richard Zhang Yang Zhou Eli Shechtman Feng Liu Jia-Bin Huang Difan Liu SupR 263 24 0 18 Apr 2024
How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model Umberto M. Tomasini Matthieu Wyart BDL 315 7 0 16 Apr 2024
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase SamplingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Sourajit Saha Tejas Gokhale 212 4 0 11 Apr 2024
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy ConditionsInterspeech (Interspeech), 2023 Hanyu Meng V. Sethu E. Ambikairajah 222 3 0 10 Apr 2024
DINO-Tracker: Taming DINO for Self-Supervised Point Tracking in a Single Video Narek Tumanyan Assaf Singer Shai Bagon Tali Dekel MQ 225 53 0 21 Mar 2024
FFT-based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images Elena Camuffo Umberto Michieli J. Moon Daehyun Kim Mete Ozay 253 2 0 21 Mar 2024
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis Linjiang Huang Rongyao Fang Aiping Zhang Guanglu Song Si Liu Yu Liu Hongsheng Li DiffM 192 49 0 19 Mar 2024
CoPlay: Audio-agnostic Cognitive Scaling for Acoustic Sensing Yin Li Rajalakshmi Nandakumar Rajalakshmi Nanadakumar 172 0 0 16 Mar 2024
When Semantic Segmentation Meets Frequency AliasingInternational Conference on Learning Representations (ICLR), 2024 Linwei Chen Lin Gu Ying Fu 310 13 0 14 Mar 2024
Frequency-Adaptive Dilated Convolution for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Linwei Chen Lin Gu Ying Fu 515 69 0 08 Mar 2024
Gadolinium dose reduction for brain MRI using conditional deep learning Thomas Pinetz Erich Kobler Robert Haase Julian A. Luetkens M. Meetschen Johannes Haubold Cornelius Deuschl A. Radbruch Katerina Deike Alexander Effland MedIm 106 4 0 06 Mar 2024
CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition Shing Chan Hang Yuan Catherine Tong Aidan Acquah Abram Schonfeldt Jonathan Gershuny Aiden Doherty 192 27 0 29 Feb 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration Tony C. W. Mok Zi Li Yunhao Bai Jianpeng Zhang Wei Liu ... D. Jin Yu Shi Xiaoli Yin Le Lu Ling Zhang 136 13 0 29 Feb 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 138 10 0 28 Feb 2024
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales Shuren Qi Yushu Zhang Chao Wang Zhihua Xia Xiaochun Cao Jian Weng 184 1 0 23 Feb 2024
Fiducial Focus Augmentation for Facial Landmark Detection P. Kar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ViT 164 4 0 23 Feb 2024
WindDragon: Enhancing wind power forecasting with Automated Deep Learning Julie Keisler E. L. Naour 111 2 0 22 Feb 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 339 7 0 12 Feb 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 182 2 0 04 Feb 2024
Spectral Norm of Convolutional Layers with Circular and Zero Paddings Blaise Delattre Quentin Barthélemy Alexandre Allauzen 262 2 0 31 Jan 2024
Combined Generative and Predictive Modeling for Speech Super-resolutionComputer Speech and Language (CSL), 2024 Heming Wang Eric W. Healy DeLiang Wang DiffM 188 3 0 25 Jan 2024
NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines Jukka I. Ahonen Nam Le Honglei Zhang A. Hallapuro Francesco Cricri Hamed R. Tavakoli M. Hannuksela Esa Rahtu 137 2 0 19 Jan 2024
Bridging the gap between image coding for machines and humans Nam Le Honglei Zhang Francesco Cricri Ramin Ghaznavi-Youvalari Hamed R. Tavakoli Emre B. Aksu M. Hannuksela Esa Rahtu 251 6 0 19 Jan 2024
$3D Scene Geometry Estimation from 360$^\circ$ Imagery: A Survey$ 3D Scene Geometry Estimation from 360 $^\circ$ Imagery: A SurveyACM Computing Surveys (ACM CSUR), 2022 T. L. T. D. Silveira Paulo G. L. Pinto Jeffri Murrugarra-Llerena C. R. Jung MDE 224 47 0 17 Jan 2024
Hybrid of DiffStride and Spectral Pooling in Convolutional Neural NetworksInternational Conference on Sustainable Information Engineering and Technology (ICSIET), 2023 Sulthan Rafif Mochamad Arfan Ravy Wahyu Pratama Mohammad Faris Azhar Ahmad Mustafidul Ibad L. Muflikhah N. Yudistira 100 1 0 17 Jan 2024
Domain Generalization with Vital Phase Augmentation Ingyun Lee Wooju Lee Hyun Myung OOD 233 8 0 27 Dec 2023
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 221 1 0 18 Dec 2023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Saurabh Garg Amrith Rajagopal Setlur Zachary Chase Lipton Sivaraman Balakrishnan Virginia Smith Aditi Raghunathan SSL 183 10 0 06 Dec 2023
BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Qihang Zhang Yinghao Xu Yujun Shen Bo Dai Bolei Zhou Ceyuan Yang 195 6 0 04 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial ContextEuropean Conference on Computer Vision (ECCV), 2023 Shashank Agnihotri Julia Grabinski Margret Keuper 274 12 0 29 Nov 2023
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet AccuracyInternational Conference on Machine Learning (ICML), 2023 Kirill Vishniakov Zhiqiang Shen Zhuang Liu CLIP 318 24 0 15 Nov 2023
A Unified Approach for Comprehensive Analysis of Various Spectral and Tissue Doppler EchocardiographyIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Jaeik Jeon Jiyeon Kim Yeonggul Jang Y. Yoon D. Jeong Youngtaek Hong Seung-Ah Lee Hyuk-Jae Chang 97 2 0 14 Nov 2023
$$L_0$-Sampler: An $L_{0}$ Model Guided Volume Sampling for NeRF$ $L_0$ -Sampler: An $L_{0}$ Model Guided Volume Sampling for NeRFComputer Vision and Pattern Recognition (CVPR), 2023 Liangchen Li Juyong Zhang 168 4 0 13 Nov 2023
Truly Scale-Equivariant Deep Nets with Fourier LayersNeural Information Processing Systems (NeurIPS), 2023 Md Ashiqur Rahman Raymond A. Yeh 189 14 0 06 Nov 2023
The Importance of Anti-Aliasing in Tiny Object DetectionAsian Conference on Machine Learning (ACML), 2023 Jinlai Ning Michael W. Spratling 224 10 0 22 Oct 2023
Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites Victor Hoffmann Ilias Nahmed Parisa Rastin Guénaël Cabanes Julien Boisse AI4CE 76 0 0 20 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 213 8 0 20 Oct 2023
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNetsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Zhicheng Cai Xiaohan Ding Qiu Shen Xun Cao 174 27 0 16 Oct 2023