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
Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution Xiaofei Sun He Li Wei-Ning Lee MedIm 22 3 0 02 Sep 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography M. Hasan Haobo Zhu Guang Yang Choon Hwai Yap 24 1 0 02 Sep 2023
Geometry-Informed Neural Operator for Large-Scale 3D PDEs Zong-Yi Li Nikola B. Kovachki Chris Choy Boyi Li Jean Kossaifi ... M. A. Nabian Maximilian Stadler Christian Hundt Kamyar Azizzadenesheli Anima Anandkumar AI4CE 36 135 0 01 Sep 2023
SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks Mojtaba Valipour Mehdi Rezagholizadeh Hossein Rajabzadeh Parsa Kavehzadeh Marzieh S. Tahaei Boxing Chen Ali Ghodsi 20 1 0 01 Sep 2023
Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis Linsen Song Wayne Wu Chaoyou Fu Chen Change Loy Ran He 36 10 0 31 Aug 2023
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization Rui Zhang Hongxia Wang Ming-han Du Hanqing Liu Yangqiaoyu Zhou Q. Zeng 36 21 0 28 Aug 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration Youngrae Kim Younggeol Cho Thanh-Tung Nguyen Seunghoon Hong Dongman Lee 32 0 0 28 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 38 13 0 26 Aug 2023
Exploiting Time-Frequency Conformers for Music Audio Enhancement Yunkee Chae Junghyun Koo Sungho Lee Kyogu Lee 40 3 0 24 Aug 2023
Semantic RGB-D Image Synthesis Shijie Li Rongqing Li Juergen Gall 39 0 0 22 Aug 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Yibo Yang Tongliang Liu Zhouchen Lin Guohao Li Dacheng Tao 47 7 0 22 Aug 2023
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue Yanwei Fu 51 10 0 21 Aug 2023
DomainAdaptor: A Novel Approach to Test-time Adaptation Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD TTA 16 16 0 20 Aug 2023
Understanding the Role of Layer Normalization in Label-Skewed Federated Learning Guojun Zhang Mahdi Beitollahi Alex Bie Xi Chen FedML MLT AI4CE 22 1 0 18 Aug 2023
Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement Ye-Xin Lu Yang Ai Zhenhua Ling 30 9 0 17 Aug 2023
Prediction of post-radiotherapy recurrence volumes in head and neck squamous cell carcinoma using 3D U-Net segmentation Denis Kutnár I. Vogelius K. Håkansson Jens Petersen J. Friborg L. Specht M. Bernsdorf A. Gothelf C. Kristensen Abraham George Smith 8 0 0 16 Aug 2023
Membrane Potential Batch Normalization for Spiking Neural Networks Yu-Zhu Guo Yuhan Zhang Y. Chen Weihang Peng Xiaode Liu Liwen Zhang Xuhui Huang Zhe Ma AAML 37 38 0 16 Aug 2023
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks L. Fisch Stefan Zumdick Carlotta B. C. Barkhau D. Emden J. Ernsting ... K. Sarink N. Winter Benjamin Risse U. Dannlowski Tim Hahn 29 5 0 14 Aug 2023
FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table Wenhao Li Guangyang Wu Wenyi Wang Peiran Ren Xiaohong Liu 22 14 0 13 Aug 2023
PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer Shengsheng Lin Weiwei Lin Wentai Wu Song Wang Yongxiang Wang AI4TS 45 19 0 09 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 45 3 0 07 Aug 2023
AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Zikai Zhou Shuo Zhang Ziruo Wang Huanran Chen AI4CE 27 3 0 07 Aug 2023
MFIM: Megapixel Facial Identity Manipulation Sanghyeon Na PICV CVBM 43 4 0 03 Aug 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 21 2 0 01 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Boah Kim Y. Oh Bradford J. Wood Ronald M. Summers Jong Chul Ye DiffM MedIm 56 7 0 31 Jul 2023
A Novel DDPM-based Ensemble Approach for Energy Theft Detection in Smart Grids Xun Yuan Yang Yang Asif Iqbal P. Gope Biplab Sikdar DiffM 21 1 0 30 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 33 2 0 29 Jul 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 30 24 0 29 Jul 2023
Multi-layer Aggregation as a key to feature-based OOD detection Benjamin Lambert Florence Forbes Senan Doyle M. Dojat 30 5 0 28 Jul 2023
Attentive Multimodal Fusion for Optical and Scene Flow Youjie Zhou Guofeng Mei Yiming Wang Fabio Poiesi Yi Wan 3DPC 31 1 0 28 Jul 2023
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking Yang Zheng Adam W. Harley Bokui Shen Gordon Wetzstein Leonidas J. Guibas 47 124 0 27 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 33 0 0 24 Jul 2023
Rethinking Data Distillation: Do Not Overlook Calibration Dongyao Zhu Bowen Lei Jie M. Zhang Yanbo Fang Ruqi Zhang Yiqun Xie Dongkuan Xu DD FedML 30 15 0 24 Jul 2023
Estimating temperatures with low-cost infrared cameras using deep neural networks N. Oz N. Sochen David Mendelovich I. Klapp 49 0 0 22 Jul 2023
Improved Distribution Matching for Dataset Condensation Ganlong Zhao Guanbin Li Yipeng Qin Yizhou Yu DD 31 83 0 19 Jul 2023
U-shaped Transformer: Retain High Frequency Context in Time Series Analysis Qing-Hong Chen Y. Zhang AI4TS 38 1 0 18 Jul 2023
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu P. Barua Usha R. Acharya Fang Chen Jianlong Zhou MedIm 29 0 0 13 Jul 2023
On the ability of CNNs to extract color invariant intensity based features for image classification Pradyumna Elavarthi James Lee Anca L. Ralescu 23 2 0 13 Jul 2023
Single Domain Generalization via Normalised Cross-correlation Based Convolutions Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad David Suter A. Bab-Hadiashar OOD 38 3 0 12 Jul 2023
Writer adaptation for offline text recognition: An exploration of neural network-based methods Tobias van der Werff Maruf A. Dhali Lambert Schomaker 52 0 0 11 Jul 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency Shuai Shi Lijun Zhang Y. Altmann Jie Chen 14 1 0 07 Jul 2023
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks Vignesh Kothapalli Tom Tirer Joan Bruna 46 12 0 04 Jul 2023
ARHNet: Adaptive Region Harmonization for Lesion-aware Augmentation to Improve Segmentation Performance Jiayu Huo Yang Liu Xiaoyun Ouyang Alejandro Granados Sebastien Ourselin Rachel Sparks 42 3 0 02 Jul 2023
DSTCGCN: Learning Dynamic Spatial-Temporal Cross Dependencies for Traffic Forecasting Binqing Wu Ling-Hao Chen GNN AI4TS 36 3 0 02 Jul 2023
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Fubao Zhu Yanhui Tian Chuang Han Yanting Li Ji Nan Ni Yao Weihua Zhou OOD 19 1 0 29 Jun 2023
Spectral Batch Normalization: Normalization in the Frequency Domain Rinor Cakaj Jens Mehnert Bin Yang 41 2 0 29 Jun 2023
Lightweight texture transfer based on texture feature preset ShiQi Jiang 17 1 0 29 Jun 2023
$$\mathbf{C}^2$Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection$ $\mathbf{C}^2$ Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection Maoxun Yuan Xingxing Wei ViT 35 39 0 28 Jun 2023
PrimaDNN': A Characteristics-aware DNN Customization for Singing Technique Detection Yuya Yamamoto Juhan Nam Hiroko Terasawa 9 1 0 25 Jun 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis Divyam Madaan D. Sodickson K. Cho S. Chopra OOD MedIm 40 1 0 23 Jun 2023