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
Local Feature Extraction from Salient Regions by Feature Map Transformation Yerim Jung Nur Suriza Syazwany Sang-Chul Lee 3DV 36 2 0 25 Jan 2023
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images Martin J. Hetz Tabea-Clara Bucher T. Brinker OOD MedIm 20 10 0 23 Jan 2023
Unpaired Image-to-Image Translation with Limited Data to Reveal Subtle Phenotypes Anis Bourou Auguste Genovesio MedIm 31 7 0 21 Jan 2023
Msanii: High Fidelity Music Synthesis on a Shoestring Budget Kinyugo Maina 32 5 0 16 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 27 8 0 11 Jan 2023
Structure-Informed Shadow Removal Networks Yuhao Liu Qing Guo Lan Fu Zhanghan Ke Ke Xu Wei Feng Ivor W. Tsang Rynson W. H. Lau 34 7 0 09 Jan 2023
RobArch: Designing Robust Architectures against Adversarial Attacks Sheng-Hsuan Peng Weilin Xu Cory Cornelius Kevin Wenliang Li Rahul Duggal Duen Horng Chau Jason Martin AAML 31 5 0 08 Jan 2023
CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior Jinbo Xing Menghan Xia Yuechen Zhang Xiaodong Cun Jue Wang T. Wong 34 144 0 06 Jan 2023
Deep Learning for Breast MRI Style Transfer with Limited Training Data Shixing Cao Nicholas Konz James Duncan Maciej A. Mazurowski MedIm 38 13 0 05 Jan 2023
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning Xiaoyang Chen Jinjian Wu Wenjiao Lyu Yichen Zou Kim-Han Thung Siyuan Liu Ye Wu Sahar Ahmad P. Yap 54 4 0 03 Jan 2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders Sanghyun Woo Shoubhik Debnath Ronghang Hu Xinlei Chen Zhuang Liu In So Kweon Saining Xie SyDa 103 737 0 02 Jan 2023
Edge Enhanced Image Style Transfer via Transformers Chi Zhang Jun Yang Zaiyan Dai Peng-Xia Cao 29 10 0 02 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 155 90 0 31 Dec 2022
StyleTTS-VC: One-Shot Voice Conversion by Knowledge Transfer from Style-Based TTS Models Yinghao Aaron Li Cong Han N. Mesgarani 29 18 0 29 Dec 2022
What Makes for Good Tokenizers in Vision Transformer? Shengju Qian Yi Zhu Wenbo Li Mu Li Jiaya Jia ViT 37 14 0 21 Dec 2022
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective Shihua Huang Zhichao Lu Kalyanmoy Deb Vishnu Boddeti OOD 29 42 0 21 Dec 2022
KL Regularized Normalization Framework for Low Resource Tasks Neeraj Kumar Ankur Narang Brejesh Lall 31 1 0 21 Dec 2022
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks D. F. S. Santos R. G. Pires Danilo Colombo João Paulo Papa 24 3 0 20 Dec 2022
Interactive Cartoonization with Controllable Perceptual Factors Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 21 7 0 19 Dec 2022
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting Mohamad Hakam Shams Eddin R. Roscher Juergen Gall 32 11 0 16 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 39 92 0 14 Dec 2022
3DHumanGAN: 3D-Aware Human Image Generation with 3D Pose Mapping Zhuoqian Yang Shikai Li Wayne Wu Bo Dai 3DH 49 11 0 14 Dec 2022
Shared Coupling-bridge for Weakly Supervised Local Feature Learning Jiayu Sun Jie Zhu Luping Ji 34 6 0 14 Dec 2022
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion Zizhang Wu Man Wang Weiwei Sun Yuchen Li Tianhao Xu Fan Wang Keke Huang 19 3 0 13 Dec 2022
Accelerating Dataset Distillation via Model Augmentation Lei Zhang Jie M. Zhang Bowen Lei Subhabrata Mukherjee Xiang Pan Bo Zhao Caiwen Ding Heng Chang Dongkuan Xu DD 52 62 0 12 Dec 2022
Shadow Removal by High-Quality Shadow Synthesis Mingliang Xu Lizhou You Yuxin Zhang Mingbao Lin Luoqi Liu Rongrong Ji DiffM 46 1 0 08 Dec 2022
Self-Supervised Audio-Visual Speech Representations Learning By Multimodal Self-Distillation Jing-Xuan Zhang Genshun Wan Zhenhua Ling Jia Pan Jianqing Gao Cong Liu SSL 32 13 0 06 Dec 2022
Solving the Weather4cast Challenge via Visual Transformers for 3D Images Yury Belousov Sergey Polezhaev Brian Pulfer 18 3 0 05 Dec 2022
BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-based Video Colorization Yixin Yang Zhongzheng Peng Xiaoyu Du Zhulin Tao Jinhui Tang Jin-shan Pan VOS 24 17 0 05 Dec 2022
Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning Marcel Hussing Karen Li Eric Eaton 25 1 0 04 Dec 2022
SNAC: Speaker-normalized affine coupling layer in flow-based architecture for zero-shot multi-speaker text-to-speech Byoung Jin Choi Myeonghun Jeong Joun Yeop Lee N. Kim 31 13 0 30 Nov 2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative B. Woo Craig B. Engstrom William Baresic Jurgen Fripp Stuart Crozier Shekhar S. Chandra 31 0 0 30 Nov 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 35 268 0 27 Nov 2022
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Yuqi Nie Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AIFin AI4TS 41 1,232 0 27 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 30 38 0 25 Nov 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training M. Jehanzeb Mirza Pol Jané Soneira W. Lin Mateusz Koziñski Horst Possegger Horst Bischof VLM TTA 38 24 0 23 Nov 2022
DynIBaR: Neural Dynamic Image-Based Rendering Zhengqi Li Qianqian Wang Forrester Cole Richard Tucker Noah Snavely VGen 36 180 0 20 Nov 2022
Font Representation Learning via Paired-glyph Matching Junho Cho Kyuewang Lee J. Choi 21 2 0 20 Nov 2022
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation Xiuding Cai Yaoyao Zhu Dong Miao Linjie Fu Yu Yao 3DV VLM 37 3 0 20 Nov 2022
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory Justin Cui Ruochen Wang Si Si Cho-Jui Hsieh DD 36 132 0 19 Nov 2022
Unsupervised 3D Pose Transfer with Cross Consistency and Dual Reconstruction Chaoyue Song Jiacheng Wei Ruibo Li Fayao Liu Guosheng Lin 3DPC 29 21 0 18 Nov 2022
Convolutional neural networks for medical image segmentation J. Bertels D. Robben Robin Lemmens Dirk Vandermeulen SSeg 15 2 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 26 19 0 16 Nov 2022
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinement Aryan Mehboudi S. Singhal S. V. Sreenivasan 19 1 0 16 Nov 2022
Scalar Invariant Networks with Zero Bias Chuqin Geng Xiaojie Xu Haolin Ye X. Si 26 1 0 15 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 29 7 0 15 Nov 2022
Line Drawing Guided Progressive Inpainting of Mural Damage Luxi Li Qinglong Zou Fan Zhang Hongkai Yu Long Chen Chengfang Song Xianfeng Huang Xiaoguang Wang Qingquan Li 27 15 0 12 Nov 2022
CXTrack: Improving 3D Point Cloud Tracking with Contextual Information Tianhan Xu Yuanchen Guo Yunyu Lai Songiie Zhang 3DPC ViT 21 32 0 12 Nov 2022
MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation Jiayu Huo Liyun Chen Yang Liu Maxence Boels Alejandro Granados Sebastien Ourselin Rachel Sparks 30 11 0 11 Nov 2022
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening Kang Li Lequan Yu Pheng-Ann Heng CLL 31 23 0 09 Nov 2022