Instance Normalization: The Missing Ingredient for Fast Stylization

27 July 2016

Andrea Vedaldi

Papers citing "Instance Normalization: The Missing Ingredient for Fast Stylization"

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Title
Context-Consistent Semantic Image Editing with Style-Preserved Modulation Wuyang Luo Su Yang Hong Wang Bo Long Weishan Zhang 19 10 0 13 Jul 2022
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation Songhua Liu Jingwen Ye Sucheng Ren Xinchao Wang 27 44 0 13 Jul 2022
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion Jianchun Ma Zhedong Zheng Hao Fei Feng Zheng Tat-Seng Chua Yi Yang GAN 37 0 0 13 Jul 2022
Normalized Feature Distillation for Semantic Segmentation Tao Liu Xi Yang Chenshu Chen 9 5 0 12 Jul 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation Zhun Zhong Yuyang Zhao G. Lee N. Sebe OOD 38 69 0 11 Jul 2022
A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images Chengfeng Zhou Songchang Chen Chenming Xu Jun Wang Feng Liu Chun Zhang Juan Ye Hefeng Huang Xiaobo Li OOD 13 0 0 07 Jul 2022
DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation I. Shugurov Sergey Zakharov Slobodan Ilic 20 56 0 06 Jul 2022
$L_2$ 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 22 0 0 06 Jul 2022
SNeRF: Stylized Neural Implicit Representations for 3D Scenes Thu Nguyen-Phuoc Feng Liu Lei Xiao 52 28 0 05 Jul 2022
Segmenting Moving Objects via an Object-Centric Layered Representation Jun Xie Weidi Xie Andrew Zisserman VOS OCL 33 47 0 05 Jul 2022
A Densely Interconnected Network for Deep Learning Accelerated MRI Jon André Ottesen M. Caan I. Groote A. Bjørnerud 54 9 0 05 Jul 2022
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient Weihan Cao Yifan Zhang Jianfei Gao Anda Cheng Ke Cheng Jian Cheng 29 64 0 05 Jul 2022
Understanding and Improving Group Normalization Agus Gunawan Xu Yin Kang Zhang 15 3 0 05 Jul 2022
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness Saeid Asgari Taghanaki A. Gholami Fereshte Khani Kristy Choi Linh-Tam Tran Ran Zhang Aliasghar Khani 16 0 0 04 Jul 2022
Removing Batch Normalization Boosts Adversarial Training Haotao Wang Aston Zhang Shuai Zheng Xingjian Shi Mu Li Zhangyang Wang 46 42 0 04 Jul 2022
Towards Error-Resilient Neural Speech Coding Huaying Xue Xiulian Peng Xue Jiang Yan Lu 29 7 0 03 Jul 2022
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework Haoran Dou Luyi Han Yu-shuang He Jun Xu Nishant Ravikumar R. Mann Alejandro F. Frangi P. Yap Yunzhi Huang 23 2 0 30 Jun 2022
Optimization-Induced Graph Implicit Nonlinear Diffusion Qi Chen Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin DiffM 55 32 0 29 Jun 2022
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design Byeonggeun Kim Seunghan Yang Jangho Kim Simyung Chang 32 57 0 28 Jun 2022
A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion Xu Li Shansong Liu Ying Shan 40 13 0 28 Jun 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Byeonggeun Kim Seunghan Yang Inseop Chung Simyung Chang 22 14 0 28 Jun 2022
FlowX: Towards Explainable Graph Neural Networks via Message Flows Shurui Gui Hao Yuan Jie Wang Qicheng Lao Kang Li Shuiwang Ji 43 12 0 26 Jun 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification Byeonggeun Kim Seunghan Yang Jangho Kim Hyunsin Park Juntae Lee Simyung Chang 48 28 0 24 Jun 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets Lily H. Zhang Veronica Tozzo J. Higgins Rajesh Ranganath BDL MoE 19 16 0 23 Jun 2022
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information Yuanjie Yan Suorong Yang Yan Wang Jian Zhao S. Furao 21 0 0 21 Jun 2022
Revisiting lp-constrained Softmax Loss: A Comprehensive Study C. Trivedi Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis 21 0 0 20 Jun 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 45 97 0 16 Jun 2022
Deepfake histological images for enhancing digital pathology Kianoush Falahkheirkhah Saumya Tiwari Kevin Yeh Sounak Gupta L. Herrera-Hernandez Michael R. McCarthy Rafael E. Jimenez J. Cheville Rohit Bhargava MedIm 24 3 0 16 Jun 2022
ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization Langzhang Liang Zenglin Xu Zixing Song Irwin King Yuan Qi Jieping Ye 32 21 0 16 Jun 2022
Federated Multi-organ Segmentation with Inconsistent Labels Xuanang Xu H. Deng J. Gateno Pingkun Yan FedML 49 23 0 14 Jun 2022
Peripheral Vision Transformer Juhong Min Yucheng Zhao Chong Luo Minsu Cho ViT MDE 37 30 0 14 Jun 2022
Rank Diminishing in Deep Neural Networks Ruili Feng Kecheng Zheng Yukun Huang Deli Zhao Michael I. Jordan Zhengjun Zha 34 28 0 13 Jun 2022
PRO-TIP: Phantom for RObust automatic ultrasound calibration by TIP detection Matteo Ronchetti Julia Rackerseder M. Tirindelli M. Salehi Nassir Navab W. Wein O. Zettinig OOD 22 1 0 13 Jun 2022
Deep Learning-Based MR Image Re-parameterization Abhijeet Narang Abhigyan Raj M. Pop Mehran Ebrahimi MedIm 19 2 0 11 Jun 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 32 18 0 11 Jun 2022
GAMR: A Guided Attention Model for (visual) Reasoning Mohit Vaishnav Thomas Serre LRM 27 16 0 10 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 41 76 0 08 Jun 2022
Dataset Distillation using Neural Feature Regression Yongchao Zhou E. Nezhadarya Jimmy Ba DD FedML 58 153 0 01 Jun 2022
Personalized Acoustic Echo Cancellation for Full-duplex Communications Shimin Zhang Ziteng Wang Yukai Ju Yihui Fu Yueyue Na Q. Fu Linfu Xie 30 5 0 30 May 2022
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting Yong Liu Haixu Wu Jianmin Wang Mingsheng Long AI4TS 23 385 0 28 May 2022
Transformer for Partial Differential Equations' Operator Learning Zijie Li Kazem Meidani A. Farimani 50 145 0 26 May 2022
Do we really need temporal convolutions in action segmentation? Dazhao Du Fuchun Sun Yu Li Zhongang Qi Hui Xiong Ying Shan ViT 39 16 0 26 May 2022
Semantically Supervised Appearance Decomposition for Virtual Staging from a Single Panorama Tiancheng Zhi B. Chen Ivaylo Boyadzhiev S. B. Kang M. Hebert S. Narasimhan 23 7 0 26 May 2022
DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling Jihang Wang Dongcheng Zhao Guobin Shen Qian Zhang Yingda Zeng 40 2 0 24 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 354 0 21 May 2022
Kernel Normalized Convolutional Networks Reza Nasirigerdeh Reihaneh Torkzadehmahani Daniel Rueckert Georgios Kaissis 29 2 0 20 May 2022
FairNorm: Fair and Fast Graph Neural Network Training Öykü Deniz Köse Yanning Shen AI4CE 23 4 0 20 May 2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis Yang Zhou Zhiwen Yang Hui Zhang E. Chang Yubo Fan Yan Xu GAN MedIm 39 17 0 18 May 2022
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech Rongjie Huang Yi Ren Jinglin Liu Chenye Cui Zhou Zhao OODD VLM 119 34 0 15 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition Mei Wang Weihong Deng Chenguang Liu 62 25 0 13 May 2022