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
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework Shaobo Wang Xiangdong Zhang Dongrui Liu Junchi Yan 18 0 0 27 Nov 2023
Coordinate-Aware Modulation for Neural Fields J. Lee Daniel Rho Seungtae Nam Jong Hwan Ko Eunbyung Park 24 5 0 25 Nov 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Xiaoyang Chen Hao Zheng Yuemeng Li Yuncong Ma Liang Ma Hongming Li Yong-Xian Fan 28 7 0 17 Nov 2023
Frequency Domain-based Dataset Distillation DongHyeok Shin Seungjae Shin Il-Chul Moon DD 35 19 0 15 Nov 2023
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 26 10 0 15 Nov 2023
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization Dong-Young Kim Dong-Kyun Han Seo-Hyeon Park Geun-Deok Jang Seong-Whan Lee 24 0 0 15 Nov 2023
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion Anders Vestergaard Norskov Alexander Neergaard Zahid Morten Morup 42 2 0 13 Nov 2023
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation Heejoon Koo 34 0 0 10 Nov 2023
Dual Pipeline Style Transfer with Input Distribution Differentiation Shiqi Jiang Junjie Kang YuJian Li OOD 17 0 0 09 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 30 4 0 08 Nov 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 13 0 0 07 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization Prathmesh Bele Valay Bundele Avigyan Bhattacharya Ankit Jha Gemma Roig Biplab Banerjee 13 5 0 05 Nov 2023
3D-Aware Talking-Head Video Motion Transfer Haomiao Ni Jiachen Liu Yuan Xue S. X. Huang DiffM 53 3 0 05 Nov 2023
GroomGen: A High-Quality Generative Hair Model Using Hierarchical Latent Representations Yuxiao Zhou Menglei Chai Alessandro Pepe Markus Gross Thabo Beeler 3DH 71 17 0 03 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Jike Zhong Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 36 3 0 02 Nov 2023
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning Maxwell A. Xu Alexander Moreno Hui Wei Benjamin M. Marlin James M. Rehg AI4TS SSL 26 11 0 01 Nov 2023
Progressive Recurrent Network for Shadow Removal Yonghui Wang Wen-gang Zhou Hao Feng Li Li Houqiang Li CVBM 21 8 0 01 Nov 2023
RAUNE-Net: A Residual and Attention-Driven Underwater Image Enhancement Method Wangzhen Peng Chenghao Zhou Runze Hu Jingchao Cao Yutao Liu 6 11 0 01 Nov 2023
Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization Vaibhav Khamankar Sutanu Bera Saumik Bhattacharya Debashis Sen P. Biswas 22 2 0 31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
A Perceptual Shape Loss for Monocular 3D Face Reconstruction Christopher Otto Prashanth Chandran Gaspard Zoss Markus Gross Paulo F. U. Gotardo Derek Bradley 3DH CVBM 35 6 0 30 Oct 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? Yongqiang Chen Yatao Bian Kaiwen Zhou Binghui Xie Bo Han James Cheng OOD 28 34 0 29 Oct 2023
Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations Tristan Aumentado-Armstrong Ashkan Mirzaei Marcus A. Brubaker J. Kelly Alex Levinshtein Konstantinos G. Derpanis Igor Gilitschenski 35 4 0 27 Oct 2023
GNeSF: Generalizable Neural Semantic Fields Hanlin Chen Chen Li Mengqi Guo Zhiwen Yan Gim Hee Lee 42 12 0 24 Oct 2023
Towards contrast-agnostic soft segmentation of the spinal cord Sandrine Bédard E. Karthik C. Tsagkas E. Pravatà C. Granziera Andrew C. Smith K. A. Weber Julien Cohen-Adad 21 12 0 23 Oct 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 43 3 0 22 Oct 2023
On Unsupervised Image-to-image translation and GAN stability BahaaEddin AlAila Zahra Jandaghi Abolfazl Farahani M. Al-Saad GAN 22 1 0 18 Oct 2023
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning Jiecheng Lu Xu Han Shihao Yang AI4TS 19 2 0 14 Oct 2023
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation Yilin Lyu Liyuan Wang Xingxing Zhang Zicheng Sun Hang Su Jun Zhu Liping Jing 34 8 0 13 Oct 2023
Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning Lapo Frati Neil Traft Jeff Clune Nick Cheney CLL 21 0 0 12 Oct 2023
NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time-Series Pretraining Chenguo Lin Xumeng Wen Wei Cao Congrui Huang Jiang Bian Stephen Lin Zhirong Wu AI4TS 36 4 0 11 Oct 2023
Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality Xuxi Chen Yu Yang Zhangyang Wang Baharan Mirzasoleiman DD 26 12 0 10 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 34 2 0 09 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 30 2 0 07 Oct 2023
WAIT: Feature Warping for Animation to Illustration video Translation using GANs Samet Hicsonmez Nermin Samet Fidan Samet Oguz Bakir Emre Akbas Pinar Duygulu DiffM VGen 41 1 0 07 Oct 2023
U-Style: Cascading U-nets with Multi-level Speaker and Style Modeling for Zero-Shot Voice Cloning Tao Li Zhichao Wang Xinfa Zhu Jian Cong Qiao Tian Yuping Wang Lei Xie DiffM 31 3 0 06 Oct 2023
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC Peiyu Yu Y. Zhu Sirui Xie Xiaojian Ma Ruiqi Gao Song-Chun Zhu Ying Nian Wu DiffM 29 11 0 05 Oct 2023
Multiple Physics Pretraining for Physical Surrogate Models Michael McCabe Bruno Régaldo-Saint Blancard Liam Parker Ruben Ohana M. Cranmer ... Francois Lanusse Mariel Pettee Tiberiu Teşileanu Kyunghyun Cho Shirley Ho PINN AI4CE 32 52 0 04 Oct 2023
Color and Texture Dual Pipeline Lightweight Style Transfer Shiqi Jiang 26 3 0 02 Oct 2023
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting Zeying Gong Yujin Tang Junwei Liang KELM AI4TS 21 27 0 01 Oct 2023
Controlling Neural Style Transfer with Deep Reinforcement Learning Chengming Feng Jing Hu Xin Wang Shu Hu Bin Zhu Xi Wu Hongtu Zhu Siwei Lyu 19 3 0 30 Sep 2023
Multi-Grid Tensorized Fourier Neural Operator for High-Resolution PDEs Jean Kossaifi Nikola B. Kovachki Kamyar Azizzadenesheli Anima Anandkumar AI4CE 42 33 0 29 Sep 2023
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process Zhuo Zheng S. Tian A. Ma L. Zhang Yanfei Zhong 24 16 0 29 Sep 2023
FG-NeRF: Flow-GAN based Probabilistic Neural Radiance Field for Independence-Assumption-Free Uncertainty Estimation Songlin Wei Jiazhao Zhang Yang Wang Ruben Verborgh Hao Su He Wang AI4CE 20 3 0 28 Sep 2023
Abdominal multi-organ segmentation in CT using Swinunter Mingjin Chen Yongkang He Yongyi Lu ViT OOD MedIm 16 0 0 28 Sep 2023
Proposing an intelligent mesh smoothing method with graph neural networks Zhichao Wang Xinhai Chen Junjun Yan Jie Liu AI4CE 23 1 0 24 Sep 2023
Locally Stylized Neural Radiance Fields Hong-Wing Pang Binh-Son Hua Sai-Kit Yeung 22 12 0 19 Sep 2023
Discrete Denoising Diffusion Approach to Integer Factorization Kārlis Freivalds Emīls Ozoliņš Guntis Barzdins DiffM 16 0 0 11 Sep 2023
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis Ahmed H. Shahin An Zhao Alexander C. Whitehead Daniel C. Alexander Joseph Jacob D. Barber 39 2 0 07 Sep 2023
Knowledge Distillation Layer that Lets the Student Decide Ada Gorgun Y. Z. Gürbüz Aydin Alatan 21 0 0 06 Sep 2023