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
Triggering Dark Showers with Conditional Dual Auto-Encoders Luca Anzalone S. S. Chhibra B. Maier N. Chernyavskaya M. Pierini AI4CE 37 4 0 22 Jun 2023
Generalizable Metric Network for Cross-domain Person Re-identification Lei Qi Ziang Liu Yinghuan Shi Xin Geng OOD 23 3 0 21 Jun 2023
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers Paul Primus Gerhard Widmer 27 0 0 20 Jun 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 69 26 0 19 Jun 2023
Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning Yifan Zhao Tong Zhang Jia Li Yonghong Tian 54 19 0 18 Jun 2023
Stretched sinograms for limited-angle tomographic reconstruction with neural networks Kyle L. Luther Sebastian Seung 21 0 0 16 Jun 2023
Group Orthogonalization Regularization For Vision Models Adaptation and Robustness Yoav Kurtz Noga Bar Raja Giryes 32 0 0 16 Jun 2023
DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Lifan Zhao Shuming Kong Yanyan Shen AIFin 33 22 0 16 Jun 2023
Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant Xianbiao Qi Jianan Wang Lei Zhang 21 0 0 15 Jun 2023
Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks Dominik Wagner Ilja Baumann Tobias Bocklet 53 1 0 10 Jun 2023
A Task-driven Network for Mesh Classification and Semantic Part Segmentation Qiujie Dong Xiaoran Gong Rui-Xue Xu Zixiong Wang Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang AI4CE 33 2 0 08 Jun 2023
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI Gyutaek Oh Won-Jin Moon J. C. Ye MedIm 19 0 0 07 Jun 2023
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere Boris Bonev Thorsten Kurth Christian Hundt Jaideep Pathak Maximilian Baust K. Kashinath Anima Anandkumar AI4Cl AI4CE 21 124 0 06 Jun 2023
LegoNet: Alternating Model Blocks for Medical Image Segmentation I. Sobirov Cheng Xie M. Siddique P. Patel K. Chan ... H. West K. Channon S. Neubauer Charalambos Antoniades Mohammad Yaqub 19 0 0 06 Jun 2023
Active Inference-Based Optimization of Discriminative Neural Network Classifiers Faezeh Fallah 37 0 0 04 Jun 2023
Evaluating Continual Learning on a Home Robot Sam Powers Abhi Gupta Chris Paxton CLL 43 3 0 04 Jun 2023
Normalization Enhances Generalization in Visual Reinforcement Learning Lu Li Jiafei Lyu Guozheng Ma Zilin Wang Zhen Yang Xiu Li Zhiheng Li OOD 30 8 0 01 Jun 2023
Towards Interactive Image Inpainting via Sketch Refinement Chang-Shu Liu Shunxin Xu Jialun Peng Kaiwen Zhang Dong Liu 36 2 0 01 Jun 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 49 0 0 31 May 2023
AlteredAvatar: Stylizing Dynamic 3D Avatars with Fast Style Adaptation Thu Nguyen-Phuoc Gabriel Schwartz Yuting Ye Stephen Lombardi Lei Xiao 42 6 0 30 May 2023
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods Tobit Klug Dogukan Atik Reinhard Heckel 41 8 0 30 May 2023
Approximate Bayesian Class-Conditional Models under Continuous Representation Shift Thomas L. Lee Amos Storkey BDL 30 3 0 30 May 2023
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors Yong Liu Chenyu Li Jianmin Wang Mingsheng Long AI4TS 37 105 0 30 May 2023
Scalable Transformer for PDE Surrogate Modeling Zijie Li Dule Shu A. Farimani 37 67 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 26 24 0 27 May 2023
DSFFNet: Dual-Side Feature Fusion Network for 3D Pose Transfer Jue Liu 3DH 14 0 0 24 May 2023
Coronary Artery Semantic Labeling using Edge Attention Graph Matching Network Chen Zhao Zhihui Xu Guang-Uei Hung Weihua Zhou 13 6 0 21 May 2023
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors Einari Vaaras Manu Airaksinen S. Vanhatalo Okko Rasanen 35 4 0 16 May 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment Hanchen Xie Jiageng Zhu Mahyar Khayatkhoei Jiazhi Li Mohamed E. Hussein Wael AbdAlmgaeed 46 3 0 12 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 40 12 0 10 May 2023
Semantic Embedded Deep Neural Network: A Generic Approach to Boost Multi-Label Image Classification Performance Xin Shen Xiaonan Zhao R. Luo 38 6 0 09 May 2023
Generalizing Dataset Distillation via Deep Generative Prior George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu DD 105 85 0 02 May 2023
Learning Task-Specific Strategies for Accelerated MRI Zihui Wu Tianwei Yin Yu Sun R. Frost A. Kouwe Adrian Dalca Katherine Bouman 45 4 0 25 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 35 31 0 24 Apr 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 36 11 0 24 Apr 2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer Hao Tang Songhua Liu Tianwei Lin Shaoli Huang Fu Li Dongliang He Xinchao Wang 53 9 0 24 Apr 2023
The Disharmony between BN and ReLU Causes Gradient Explosion, but is Offset by the Correlation between Activations Inyoung Paik Jaesik Choi 26 0 0 23 Apr 2023
StyLess: Boosting the Transferability of Adversarial Examples Kaisheng Liang Bin Xiao AAML 21 18 0 23 Apr 2023
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization Stamatios Lefkimmiatis Iaroslav Koshelev 33 8 0 20 Apr 2023
DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase Chih-Hsun Lin Chia-Yi Hsu Chia-Mu Yu Yang Cao Chun-ying Huang 41 1 0 20 Apr 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian Dalca M. Sabuncu 33 21 0 19 Apr 2023
AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation Zerui Li Zuo-Liang Zhu Linghao Han Qibin Hou Chunle Guo Ming-Ming Cheng 41 90 0 19 Apr 2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim Bradley Brown K. Yin Karsten Kreis Katja Schwarz Daiqing Li Robin Rombach Antonio Torralba Sanja Fidler VGen 33 62 0 19 Apr 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 29 20 0 19 Apr 2023
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients Ángel Víctor Juanco-Müller João F. C. Mota K. Goatman C. Hoogendoorn 37 1 0 17 Apr 2023
Magnitude Invariant Parametrizations Improve Hypernetwork Learning Jose Javier Gonzalez Ortiz John Guttag Adrian Dalca 39 7 0 15 Apr 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 46 6 0 13 Apr 2023
Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Xinyun Zhang Lanqing Hong OODD 43 0 0 13 Apr 2023
Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer Agus Gunawan Seunggeun Kim Hyeonjun Sim Jaehyup Lee Munchurl Kim OffRL 37 10 0 10 Apr 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 51 6 0 06 Apr 2023