Iterative Normalization: Beyond Standardization towards Efficient Whitening

6 April 2019

Papers citing "Iterative Normalization: Beyond Standardization towards Efficient Whitening"

48 / 48 papers shown

Title
ResNets Are Deeper Than You Think Christian H.X. Ali Mehmeti-Göpel Michael Wand 15 0 0 17 Jun 2025
On the Importance of Gaussianizing Representations Daniel Eftekhari Vardan Papyan 77 0 0 01 May 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 114 1 0 17 Apr 2025
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 562 1 0 04 Apr 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 160 0 0 03 Mar 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 256 2 0 24 Feb 2025
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts Zhitong Gao Bingnan Li Mathieu Salzmann Xuming He OOD VLM 173 1 0 06 Nov 2024
Blending Low and High-Level Semantics of Time Series for Better Masked Time Series Generation Johan Vik Mathisen Erlend Lokna Daesoo Lee Erlend Aune BDL AI4TS 36 0 0 29 Aug 2024
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection Hao Li Wei Wang Cong Wang Zhigang Luo Xinwang Liu KenLi Li Xiaochun Cao ObjD 89 1 0 02 Feb 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 135 14 0 15 Dec 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 73 5 0 26 May 2023
Concept Learning for Interpretable Multi-Agent Reinforcement Learning Renos Zabounidis Joseph Campbell Simon Stepputtis Dana Hughes Katia Sycara 78 17 0 23 Feb 2023
Self-Supervised Node Representation Learning via Node-to-Neighbourhood Alignment Wei Dong Dawei Yan Peifeng Wang SSL 140 2 0 09 Feb 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 86 83 0 13 Jan 2023
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 121 32 0 18 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 79 6 0 11 Dec 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 72 12 0 08 Nov 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Daniel Cremers Stefan Roth OOD TTA VLM 99 7 0 10 Aug 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Zhun Zhong Yuyang Zhao G. Lee N. Sebe OOD 98 73 0 11 Jul 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices Yue Song N. Sebe Wei Wang 85 2 0 09 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 88 8 0 05 Jul 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift Wenyu Zhang Li Shen Wanyue Zhang Chuan-Sheng Foo TTA 104 18 0 30 May 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 117 102 0 06 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 104 14 0 30 Mar 2022
Fast Differentiable Matrix Square Root and Inverse Square Root Yue Song N. Sebe Wei Wang 98 17 0 29 Jan 2022
Fast Differentiable Matrix Square Root Yue Song N. Sebe Wei Wang 88 14 0 21 Jan 2022
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 68 56 0 06 Oct 2021
Improving Generalization of Batch Whitening by Convolutional Unit Optimization Yooshin Cho Hanbyel Cho Youngsoo Kim Junmo Kim 39 2 0 24 Aug 2021
Stochastic Whitening Batch Normalization Shengdong Zhang E. Nezhadarya H. Fashandi Jiayi Liu Darin Graham Mohak Shah 105 10 0 03 Jun 2021
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening Wenqi Shao Hang Yu Zhaoyang Zhang Hang Xu Zhenguo Li Ping Luo AAML 19 2 0 13 May 2021
On Feature Decorrelation in Self-Supervised Learning Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 193 197 0 02 May 2021
Deep Interpretable Models of Theory of Mind Ini Oguntola Dana Hughes Katia Sycara HAI 81 28 0 07 Apr 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 130 290 0 29 Mar 2021
Convolutional Normalization M. Esposito Nader Ganaba 53 0 0 19 Feb 2021
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Mengzhu Wang Xiang Zhang L. Lan Wei Wang Huibin Tan Zhigang Luo AI4CE 70 1 0 28 Dec 2020
Group Whitening: Balancing Learning Efficiency and Representational Capacity Lei Huang Yi Zhou Li Liu Fan Zhu Ling Shao 108 22 0 28 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and Application Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 176 272 0 27 Sep 2020
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou Bill Yuchen Lin Xiang Ren 91 25 0 02 May 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 104 32 0 20 Apr 2020
Controllable Orthogonalization in Training DNNs Lei Huang Li Liu Fan Zhu Diwen Wan Zehuan Yuan Bo Li Ling Shao 78 44 0 02 Apr 2020
An Investigation into the Stochasticity of Batch Whitening Lei Huang Lei Zhao Yi Zhou Fan Zhu Li Liu Ling Shao 108 19 0 27 Mar 2020
Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs Lei Huang Jie Qin Li Liu Fan Zhu Ling Shao AI4CE 86 11 0 25 Feb 2020
Regularizing activations in neural networks via distribution matching with the Wasserstein metric Taejong Joo Donggu Kang Byunghoon Kim 76 8 0 13 Feb 2020
Concept Whitening for Interpretable Image Recognition Zhi Chen Yijie Bei Cynthia Rudin FAtt 105 322 0 05 Feb 2020
Approximated Orthonormal Normalisation in Training Neural Networks Guoqiang Zhang Kenta Niwa W. Kleijn 58 3 0 21 Nov 2019
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise Senwei Liang Zhongzhan Huang Mingfu Liang Haizhao Yang 94 59 0 12 Aug 2019
Four Things Everyone Should Know to Improve Batch Normalization Cecilia Summers M. Dinneen 85 52 0 09 Jun 2019
Switchable Whitening for Deep Representation Learning Xingang Pan Xiaohang Zhan Jianping Shi Xiaoou Tang Ping Luo 123 153 0 22 Apr 2019