v1v2 (latest)

Positional Normalization

Neural Information Processing Systems (NeurIPS), 2019

9 July 2019

Boyi Li

Felix Wu

Kilian Q. Weinberger

Serge J. Belongie

ArXiv (abs)PDF HTML Github (158★)

Papers citing "Positional Normalization"

41 / 41 papers shown

Title
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-DictionaryInternational Conference on Learning Representations (ICLR), 2024 Hao-Tang Tsui Chien-Yao Wang H. Liao ObjD VLM 336 0 0 20 Oct 2024
Robust Calibration For Improved Weather Prediction Under Distributional Shift Sankalp Gilda Neel Bhandari Wendy Mak Andrea Panizza UQCV OOD 78 1 0 08 Jan 2024
Decoupling Degradation and Content Processing for Adverse Weather Image Restoration Xi Wang Xueyang Fu Peng-Tao Jiang Jie Huang Mi Zhou Yue Liu Zheng-Jun Zha 220 3 0 08 Dec 2023
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework Shaobo Wang Xiangdong Zhang Dongrui Liu Junchi Yan 271 1 0 27 Nov 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 165 3 0 31 Aug 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 308 36 0 19 Jun 2023
Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning M. Abid Arman Afrasiyabi Ihsen Hedhli Jean-François Lalonde Christian Gagné VLM 164 0 0 08 May 2023
Masked and Adaptive Transformer for Exemplar Based Image TranslationComputer Vision and Pattern Recognition (CVPR), 2023 Changlong Jiang Fei Gao Biao Ma Yuhao Lin N. Wang Gang Xu 161 21 0 30 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 234 25 0 03 Mar 2023
$L_2$ BN: Enhancing Batch Normalization by Equalizing the $L_2$ Norms of Features Zhennan Wang Kehan Li Runyi Yu Yian Zhao Pengchong Qiao Chang-rui Liu Fan Xu Xiangyang Ji Guoli Song Jie Chen 223 0 0 06 Jul 2022
Kernel Normalized Convolutional Networks Reza Nasirigerdeh Reihaneh Torkzadehmahani Daniel Rueckert Georgios Kaissis 176 2 0 20 May 2022
Delving into the Estimation Shift of Batch Normalization in a NetworkComputer Vision and Pattern Recognition (CVPR), 2022 Lei Huang Yi Zhou Tian Wang Jie Luo Xianglong Liu BDL 208 25 0 21 Mar 2022
Interactive Image Inpainting Using Semantic GuidanceInternational Conference on Pattern Recognition (ICPR), 2022 Wang-Wang Yu Jinhao Du Ruixin Liu Shouqing Yang Yuesheng Zhu DiffM 130 8 0 26 Jan 2022
Language-driven Semantic SegmentationInternational Conference on Learning Representations (ICLR), 2022 Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 315 770 0 10 Jan 2022
A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting Jinliang Deng Xiusi Chen Renhe Jiang Xuan Song Ivor W. Tsang AI4TS 125 56 0 02 Sep 2021
Image-to-Image Translation with Low Resolution Conditioning M. Abid Ihsen Hedhli Jean-François Lalonde Christian Gagné 149 2 0 23 Jul 2021
WaveFill: A Wavelet-based Generation Network for Image InpaintingIEEE International Conference on Computer Vision (ICCV), 2021 Yingchen Yu Fangneng Zhan Shijian Lu Jianxiong Pan Feiying Ma Xuansong Xie Chunyan Miao 161 122 0 23 Jul 2021
SITTA: Single Image Texture Translation for Data Augmentation Boyi Li Huayu Chen Nayeon Lee Serge Belongie 99 5 0 25 Jun 2021
Unbalanced Feature Transport for Exemplar-based Image TranslationComputer Vision and Pattern Recognition (CVPR), 2021 Fangneng Zhan Yingchen Yu Kaiwen Cui Gong-Duo Zhang Shijian Lu Jianxiong Pan Changgong Zhang Feiying Ma Xuansong Xie Chunyan Miao DiffM OT 156 67 0 19 Jun 2021
PD-GAN: Probabilistic Diverse GAN for Image InpaintingComputer Vision and Pattern Recognition (CVPR), 2021 Hongyu Liu Bo Liu Wei Huang Yibing Song Xintong Han Jing Liao 140 233 0 05 May 2021
Flow-based Spatio-Temporal Structured Prediction of Motion DynamicsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Mohsen Zand Ali Etemad Michael A. Greenspan AI4CE 224 8 0 09 Apr 2021
Rethinking Spatial Dimensions of Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Byeongho Heo Sangdoo Yun Dongyoon Han Sanghyuk Chun Junsuk Choe Seong Joon Oh ViT 1.2K 680 0 30 Mar 2021
Adversarial Feature Augmentation and Normalization for Visual Recognition Tianlong Chen Yu Cheng Zhe Gan Jianfeng Wang Lijuan Wang Zinan Lin Jingjing Liu AAML ViT 120 21 0 22 Mar 2021
ID-Unet: Iterative Soft and Hard Deformation for View SynthesisComputer Vision and Pattern Recognition (CVPR), 2021 M. Yin Li Sun Qingli Li 322 5 0 03 Mar 2021
Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution HeterogeneityIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Xinyu Gong Wuyang Chen Tianlong Chen Zinan Lin 141 10 0 22 Feb 2021
Underwater Image Enhancement via Learning Water Type Desensitized RepresentationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Zhenqi Fu Xiaopeng Lin Wu Wang Yue Huang Xinghao Ding 193 54 0 01 Feb 2021
Efficient Semantic Image Synthesis via Class-Adaptive Normalization Zhentao Tan Dongdong Chen Qi Chu Menglei Chai Jing Liao Mingming He Lu Yuan G. Hua Nenghai Yu 251 101 0 08 Dec 2020
Batch Group Normalization Xiao-Yun Zhou Jiacheng Sun Nanyang Ye Xu Lan Qijun Luo Bolin Lai P. Esperança Guang-Zhong Yang Zhenguo Li 223 18 0 04 Dec 2020
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation Xingran Zhou Bo Zhang Ting Zhang Pan Zhang Jianmin Bao Dong Chen Zhongfei Zhang Fang Wen 3DV 130 8 0 03 Dec 2020
Batch Normalization with Enhanced Linear Transformation Yuhui Xu Lingxi Xie Cihang Xie Jieru Mei Siyuan Qiao Wei Shen H. Xiong Alan Yuille 189 1 0 28 Nov 2020
Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural NetsInternational Conference on Algorithmic Learning Theory (ALT), 2020 Depen Morwani H. G. Ramaswamy 209 3 0 24 Oct 2020
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 342 24 0 28 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 308 367 0 27 Sep 2020
Meta Feature Modulator for Long-tailed Recognition Renzhen Wang Kaiqin Hu Yanwen Zhu Jun Shu Qian Zhao Deyu Meng 170 12 0 08 Aug 2020
Locally Masked Convolution for Autoregressive Models Ajay Jain Pieter Abbeel Deepak Pathak DiffM OffRL 174 32 0 22 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 420 547 0 17 Jun 2020
Normalized Convolutional Neural Network Dongsuk Kim Geonhee Lee Myungjae Lee S. Kang Dongmin Kim 179 1 0 11 May 2020
Cross-domain Correspondence Learning for Exemplar-based Image TranslationComputer Vision and Pattern Recognition (CVPR), 2020 Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 218 259 0 12 Apr 2020
Exemplar Normalization for Learning Deep RepresentationComputer Vision and Pattern Recognition (CVPR), 2020 Ruimao Zhang Zhanglin Peng Lingyun Wu Zhuguo Li Ping Luo OOD 223 16 0 19 Mar 2020
PowerNorm: Rethinking Batch Normalization in TransformersInternational Conference on Machine Learning (ICML), 2020 Sheng Shen Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer BDL 234 17 0 17 Mar 2020
On Feature Normalization and Data AugmentationComputer Vision and Pattern Recognition (CVPR), 2020 Boyi Li Felix Wu Ser-Nam Lim Serge J. Belongie Kilian Q. Weinberger 205 154 0 25 Feb 2020