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
Gated Domain-Invariant Feature Disentanglement for Domain Generalizable Object Detection Hao Zhang Huimin Yu Yuming Yan Runfa Wang 39 4 0 22 Mar 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang Xiang Wang Xiao Bai Chen Wang Lei Huang Yimin Chen Lin Gu Jun Zhou Tatsuya Harada Edwin R. Hancock 26 56 0 21 Mar 2022
Delving into the Estimation Shift of Batch Normalization in a Network Lei Huang Yi Zhou Tian Wang Jie Luo Xianglong Liu BDL 31 19 0 21 Mar 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 29 29 0 20 Mar 2022
Towards Robust 2D Convolution for Reliable Visual Recognition Lida Li Shuai Li Kun Wang Xiangchu Feng Lei Zhang 27 1 0 18 Mar 2022
Depth-aware Neural Style Transfer using Instance Normalization E. Ioannou S. Maddock 27 14 0 17 Mar 2022
Pushing the limits of raw waveform speaker recognition Jee-weon Jung You Jin Kim Hee-Soo Heo Bong-Jin Lee Youngki Kwon Joon Son Chung 31 87 0 16 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 35 76 0 16 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 24 17 0 15 Mar 2022
$Variational inference of fractional Brownian motion with linear computational complexity$ Variational inference of fractional Brownian motion with linear computational complexity Hippolyte Verdier Franccois Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 25 6 0 15 Mar 2022
Towards Neural Sparse Linear Solvers Luca Grementieri P. Galeone 27 6 0 14 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 41 19 0 14 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 29 123 0 10 Mar 2022
Style-ERD: Responsive and Coherent Online Motion Style Transfer Tianxin Tao Xiaohang Zhan Zhongquan Chen M. van de Panne OffRL 21 14 0 04 Mar 2022
The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge Juan M. Martín-Donas Aitor Álvarez 41 98 0 03 Mar 2022
Rethinking the role of normalization and residual blocks for spiking neural networks Shin-ichi Ikegawa Ryuji Saiin Yoshihide Sawada N. Natori 21 17 0 03 Mar 2022
Towards IID representation learning and its application on biomedical data Jiqing Wu I. Zlobec Maxime W. Lafarge Yukun He V. Koelzer OOD CML 35 4 0 01 Mar 2022
Differentially private training of residual networks with scale normalisation Helena Klause Alexander Ziller Daniel Rueckert Kerstin Hammernik Georgios Kaissis 14 32 0 01 Mar 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Christoph Reinders Frederik Schubert Bodo Rosenhahn 36 7 0 23 Feb 2022
Increasing Depth of Neural Networks for Life-long Learning Jkedrzej Kozal Michal Wo'zniak CLL 28 8 0 22 Feb 2022
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations Neng Shi Jiayi Xu Skylar W. Wurster Hanqi Guo J. Woodring L. V. Roekel Han-Wei Shen AI4TS AI4CE 42 32 0 18 Feb 2022
Diagnosing Batch Normalization in Class Incremental Learning Minghao Zhou Quanziang Wang Jun Shu Qian Zhao Deyu Meng CLL 50 6 0 16 Feb 2022
Enhancing Deformable Convolution based Video Frame Interpolation with Coarse-to-fine 3D CNN Duolikun Danier Fan Zhang David Bull 22 8 0 15 Feb 2022
Learning from Randomly Initialized Neural Network Features Ehsan Amid Rohan Anil W. Kotłowski Manfred K. Warmuth MLT 35 14 0 13 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 37 840 0 07 Feb 2022
Message Passing Neural PDE Solvers Johannes Brandstetter Daniel E. Worrall Max Welling AI4CE 36 262 0 07 Feb 2022
Robust Training of Neural Networks Using Scale Invariant Architectures Zhiyuan Li Srinadh Bhojanapalli Manzil Zaheer Sashank J. Reddi Surinder Kumar 29 27 0 02 Feb 2022
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction Jiawei Lu He Wang Tianjia Shao Yin Yang Kun Zhou 3DH 37 3 0 02 Feb 2022
Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning Sungmin Cha Sungjun Cho Dasol Hwang Sunwon Hong Moontae Lee Taesup Moon CLL 61 19 0 29 Jan 2022
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Yang Zhao Peng Guo Zihao Sun Xiuwan Chen Han Gao 24 33 0 27 Jan 2022
Image Generation with Self Pixel-wise Normalization Yoon-Jae Yeo M. Sagong Seung Park Sung-Jea Ko Y. Shin DiffM MedIm 28 10 0 26 Jan 2022
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification Lei Qi Lei Wang Yinghuan Shi Xing-xiao Geng 58 22 0 24 Jan 2022
FN-Net:Remove the Outliers by Filtering the Noise Kai Lv 21 0 0 23 Jan 2022
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation Quan-Dung Pham Hai Nguyen-Truong N. N. Phuong Khoa N. A. Nguyen ViT MedIm 24 19 0 21 Jan 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? I. Sobirov Otabek Nazarov Hussain Alasmawi Mohammad Yaqub ViT MedIm 33 11 0 17 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 26 25 0 13 Jan 2022
Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation M. Oda Kiyohito Tanaka H. Takabatake M. Mori H. Natori K. Mori MedIm 25 18 0 13 Jan 2022
Flexible Style Image Super-Resolution using Conditional Objective Seungcheol Park Young-Su Moon N. Cho SupR 33 17 0 13 Jan 2022
Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation M. Oda H. Itoh Kiyohito Tanaka H. Takabatake M. Mori H. Natori K. Mori MDE MedIm 27 12 0 12 Jan 2022
De-Noising of Photoacoustic Microscopy Images by Deep Learning Da He Jiasheng Zhou Xiaoyu Shang Jiajia Luo Sung-Liang Chen 8 3 0 12 Jan 2022
PrintsGAN: Synthetic Fingerprint Generator Joshua J. Engelsma Steven A. Grosz Anil K. Jain 49 38 0 10 Jan 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 42 5,008 0 10 Jan 2022
Decoupling Makes Weakly Supervised Local Feature Better Kunhong Li Longguang Wang Li Liu Qing Ran Kai Xu Yulan Guo WSOD 33 46 0 08 Jan 2022
Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks Philipp Grüning Erhardt Barth OOD 20 6 0 06 Jan 2022
An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks Tung Minh Phung Janis Cloos 37 2 0 06 Jan 2022
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation Elias Tappeiner M. Welk R. Schubert SSeg AI4CE 24 15 0 05 Jan 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 48 1,070 0 04 Jan 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 45 2 0 03 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 24 32 0 01 Jan 2022
COTReg:Coupled Optimal Transport based Point Cloud Registration Guofeng Mei Xiaoshui Huang Litao Yu Jian Zhang Bennamoun 3DPC 35 9 0 29 Dec 2021