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
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Juan Miguel Valverde Artem Shatillo Jussi Tohka AAML 34 5 0 27 Sep 2022
Scaling Laws For Deep Learning Based Image Reconstruction Tobit Klug Reinhard Heckel 70 12 0 27 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 36 48 0 23 Sep 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 34 62 0 22 Sep 2022
Learning to Simulate Realistic LiDARs Benoît Guillard Sai H. Vemprala Jayesh K. Gupta O. Mikšík Vibhav Vineet Pascal Fua Ashish Kapoor 3DPC 16 18 0 22 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 42 11 0 21 Sep 2022
Batch Layer Normalization, A new normalization layer for CNNs and RNN A. Ziaee Erion cCano 21 13 0 19 Sep 2022
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation Minghui Zhang Guangyao Yang Yun Gu 25 5 0 17 Sep 2022
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 257 318 0 11 Sep 2022
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Dongdong Yu Zehuan Yuan Lequan Yu 51 21 0 09 Sep 2022
Lightweight Long-Range Generative Adversarial Networks Bowen Li Thomas Lukasiewicz GAN 42 3 0 08 Sep 2022
3D Textured Shape Recovery with Learned Geometric Priors Lei Li Zhizheng Liu Weining Ren Liudi Yang Fangjinhua Wang Marc Pollefeys Songyou Peng 33 2 0 07 Sep 2022
Privacy-Preserving Deep Learning Model for Covid-19 Disease Detection Vijay Srinivas Tida Sonya Hsu X. Hei MedIm 44 5 0 07 Sep 2022
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal Qianhao Yu Naishan Zheng Jie Huang Fengmei Zhao 27 13 0 06 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 37 6 0 03 Sep 2022
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis Haotian Wang Min Xian Aleksandar Vakanski Bryar Shareef MedIm 49 6 0 02 Sep 2022
Style-Agnostic Reinforcement Learning Juyong Lee Seokjun Ahn Jaesik Park 33 4 0 31 Aug 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 38 87 0 31 Aug 2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection Baomin Wang G. Hu Dan Chen Lihua Hu Cheng Li Yu An G. Hu Guangyu Jia 21 1 0 26 Aug 2022
High-Fidelity Image Inpainting with GAN Inversion Yongsheng Yu Libo Zhang Hengrui Fan Tiejian Luo 11 25 0 25 Aug 2022
Unsupervised Structure-Consistent Image-to-Image Translation Shima Shahfar Charalambos (Charis) Poullis 32 0 0 24 Aug 2022
Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization M. Ho Min-Sheng Wu Che-Ming Wu 31 6 0 23 Aug 2022
FedOS: using open-set learning to stabilize training in federated learning M. Mohamad Julian Neubert Juan Segundo Argayo FedML 16 2 0 22 Aug 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 39 0 0 18 Aug 2022
Object Detection for Autonomous Dozers Chunfang Liu Burhaneddin Yaman 21 2 0 17 Aug 2022
SO(3)-Pose: SO(3)-Equivariance Learning for 6D Object Pose Estimation Haoran Pan Jun Zhou Yuanpeng Liu Xuequan Lu Weiming Wang Xu Yan Mingqiang Wei 24 5 0 17 Aug 2022
Deep learning based projection domain metal segmentation for metal artifact reduction in cone beam computed tomography Harshit Agrawal Ari Hietanen Simo Särkkä MedIm 21 3 0 17 Aug 2022
Underwater Ranker: Learn Which Is Better and How to Be Better Chunle Guo Ruiqi Wu Xin Jin Linghao Han Zhi Chai Weidong Zhang Chongyi Li OffRL 21 115 0 14 Aug 2022
Orthogonal Gated Recurrent Unit with Neumann-Cayley Transformation Edison Mucllari Vasily Zadorozhnyy Cole Pospisil D. Nguyen Qiang Ye 41 3 0 12 Aug 2022
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation Xiangyun Zhao Di Zang Sheng Wang Zhenrong Shen Kai Xuan ... Xuehai Wu Zheren Li Qian Wang Zengxin Qi Lichi Zhang MedIm 24 2 0 12 Aug 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Daniel Cremers Stefan Roth OOD TTA VLM 54 6 0 10 Aug 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation Taesik Gong Jongheon Jeong Taewon Kim Yewon Kim Jinwoo Shin Sung-Ju Lee OOD TTA 35 123 0 10 Aug 2022
Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network Yunzhi Huang Sahar Ahmad Luyi Han Shuai Wang Zhengwang Wu W. Lin Gang Li Liwen Wang P. Yap MedIm 29 0 0 09 Aug 2022
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module V. Frants S. Agaian K. Panetta 23 9 0 08 Aug 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 35 34 0 05 Aug 2022
Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control M. Doukas Evangelos Ververas V. Sharmanska Stefanos Zafeiriou CVBM 25 15 0 03 Aug 2022
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living Zdravko Marinov David Schneider Alina Roitberg Rainer Stiefelhagen VGen 37 2 0 03 Aug 2022
Unified Normalization for Accelerating and Stabilizing Transformers Qiming Yang Kai Zhang Chaoxiang Lan Zhi Yang Zheyang Li Wenming Tan Jun Xiao Shiliang Pu 23 8 0 02 Aug 2022
Multi-spectral Vehicle Re-identification with Cross-directional Consistency Network and a High-quality Benchmark A. Zheng Xianpeng Zhu Zhiqi Ma Chenglong Li Jin Tang Jixin Ma 34 25 0 01 Aug 2022
Training a universal instance segmentation network for live cell images of various cell types and imaging modalities Tianqi Guo Yin Wang Luis Solorio J. Allebach SSeg OOD 29 3 0 28 Jul 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 38 73 0 26 Jul 2022
PTGCF: Printing Texture Guided Color Fusion for Impressionism Oil Painting Style Rendering Jing Geng Li’e Ma Xiaoquan Li Yijun Yan 23 2 0 26 Jul 2022
VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations Neng Shi Jiayi Xu Haoyu Li Hanqi Guo J. Woodring Han-Wei Shen 30 18 0 25 Jul 2022
Domain Decorrelation with Potential Energy Ranking Sen Pei Jiaxi Sun Richard Yi Da Xu Shiming Xiang Gaofeng Meng OOD 31 4 0 25 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 45 3 0 23 Jul 2022
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search Sanghoon Lee Youngmin Oh Donghyeon Baek Junghyup Lee Bumsub Ham 26 20 0 21 Jul 2022
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles Guodong Wang Yunhong Wang Jie Qin Dongming Zhang Xiuguo Bao Di Huang 24 78 0 20 Jul 2022
VoloGAN: Adversarial Domain Adaptation for Synthetic Depth Data Sascha Kirch Rafael Pagés Sergio Arnaldo S. Martín GAN 29 2 0 19 Jul 2022
Temporal Lift Pooling for Continuous Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 35 41 0 18 Jul 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 46 7 0 13 Jul 2022