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
Randomized Adversarial Style Perturbations for Domain Generalization Taehoon Kim Bohyung Han AAML 40 2 0 04 Apr 2023
Tunable Convolutions with Parametric Multi-Loss Optimization Matteo Maggioni T. Tanay F. Babiloni Jingyu Sun Alevs Leonardis 29 3 0 03 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 24 21 0 01 Apr 2023
The Topology-Overlap Trade-Off in Retinal Arteriole-Venule Segmentation Ángel Víctor Juanco-Müller João F. C. Mota K. Goatman C. Hoogendoorn 16 0 0 31 Mar 2023
Semantic Image Translation for Repairing the Texture Defects of Building Models Qisen Shang Han Hu Haojia Yu Bo Xu Libin Wang Qing Zhu 37 0 0 30 Mar 2023
PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-performance Cloud Removal from Multi-temporal Satellite Imagery Xuechao Zou Keqin Li Junliang Xing Pin Tao Yachao Cui 29 15 0 29 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 54 209 0 27 Mar 2023
Parameter Efficient Local Implicit Image Function Network for Face Segmentation Mausoom Sarkar Nikitha Mayur Hemani R. Jain Balaji Krishnamurthy CVBM SSeg 36 9 0 27 Mar 2023
MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification Yukang Zhang Y. Yan Jiajian Li Hanzi Wang 29 25 0 26 Mar 2023
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images Bowei Du Yecheng Huang Jiaxin Chen Di Huang 35 68 0 25 Mar 2023
Wave-U-Net Discriminator: Fast and Lightweight Discriminator for Generative Adversarial Network-Based Speech Synthesis Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Shogo Seki 34 9 0 24 Mar 2023
Regularization of polynomial networks for image recognition Grigorios G. Chrysos Bohan Wang Jiankang Deng V. Cevher 38 11 0 24 Mar 2023
GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images Jianchuan Chen Wen Yi Liqian Ma Xu Jia Huchuan Lu 3DH 29 23 0 24 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 0 23 Mar 2023
An Empirical Analysis of the Shift and Scale Parameters in BatchNorm Y. Peerthum Mark Stamp 24 5 0 22 Mar 2023
SVCNet: Scribble-based Video Colorization Network with Temporal Aggregation Yuzhi Zhao L. Po Kangcheng Liu Xuehui Wang Weikang Yu Pengfei Xian Yujia Zhang Mengyang Liu VOS 40 8 0 21 Mar 2023
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Bruno Casella Roberto Esposito A. Sciarappa C. Cavazzoni Marco Aldinucci FedML 37 15 0 19 Mar 2023
StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields Kunhao Liu Fangneng Zhan Yiwen Chen Jiahui Zhang Yingchen Yu Abdulmotaleb El Saddik Shijian Lu Eric Xing 63 56 0 19 Mar 2023
Efficient and Feasible Robotic Assembly Sequence Planning via Graph Representation Learning Matan Atad Jianxiang Feng Ismael Rodríguez M. Durner Rudolph Triebel 22 8 0 17 Mar 2023
SUD $^2$ : Supervision by Denoising Diffusion Models for Image Reconstruction Matthew A. Chan Sean I. Young Christopher A. Metzler DiffM 27 5 0 16 Mar 2023
Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review Yuda Bi MedIm 36 0 0 16 Mar 2023
Quality evaluation of point clouds: a novel no-reference approach using transformer-based architecture Marouane Tliba A. Chetouani G. Valenzise Frederic Dufaux 3DPC 18 1 0 15 Mar 2023
Making Batch Normalization Great in Federated Deep Learning Shitian Zhao Hong-You Chen Wei-Lun Chao FedML 29 10 0 12 Mar 2023
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation Minghui Zhang Yang Wu Hanxiao Zhang Yulei Qin Hao Zheng ... Raúl San José Estépar C. Espinosa Jiayuan Sun Guang-Zhong Yang Yun Gu 20 12 0 10 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 40 789 0 07 Mar 2023
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis Raghav Mehta Changjian Shui Tal Arbel 26 12 0 06 Mar 2023
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization Sangrok Lee Jongseong Bae Ha Young Kim OOD 43 26 0 04 Mar 2023
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning Xiaoqin Zhang Zunjie Xiao Xiao Wu Jiansheng Fang Junyong Shen Yan Hu Jiang-Dong Liu 37 11 0 03 Mar 2023
AMIGO: Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images Ramin Nakhli Puria Azadi Moghadam Haoyang Mi H. Farahani Alexander S. Baras B. Gilks A. Bashashati MedIm ViT 40 18 0 01 Mar 2023
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models A. Rybchuk M. Hassanaly N. Hamilton P. Doubrawa Mitchell J. Fulton L. Martínez‐Tossas AI4CE DiffM 43 16 0 01 Mar 2023
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data I. Díaz Mario Geiger Richard McKinley 3DPC 32 0 0 01 Mar 2023
Online Streaming Video Super-Resolution with Convolutional Look-Up Table Guanghao Yin Zefan Qu Xinyang Jiang Shan Jiang Zhen-Hai Han ... Xiaohong Liu Hua Yang Yuqing Yang Dongsheng Li Lili Qiu SupR 32 6 0 01 Mar 2023
Steganography of Steganographic Networks GuoBiao Li Sheng Li Meiling Li Xinpeng Zhang Zhenxing Qian 11 13 0 28 Feb 2023
DREAM: Efficient Dataset Distillation by Representative Matching Yanqing Liu Jianyang Gu Kai Wang Zheng Hua Zhu Wei Jiang Yang You DD 44 79 0 28 Feb 2023
Cross-modal Face- and Voice-style Transfer Naoya Takahashi M. Singh Yuki Mitsufuji CVBM 58 2 0 27 Feb 2023
A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion Brendan O'Connor S. Dixon 24 0 0 27 Feb 2023
On the Training Instability of Shuffling SGD with Batch Normalization David Wu Chulhee Yun S. Sra 34 4 0 24 Feb 2023
Attention Mechanism for Contrastive Learning in GAN-based Image-to-Image Translation Hanzhen Zhang Liguo Zhou Ruining Wang Alois Knoll 18 0 0 23 Feb 2023
ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder Sihan Xu Zelong Jiang Ruisi Liu Kai-Lin Yang Zhijie Huang VLM 38 1 0 22 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 31 0 0 22 Feb 2023
Effects of Architectures on Continual Semantic Segmentation Tobias Kalb Niket Ahuja Jingxing Zhou Jürgen Beyerer CLL 39 3 0 21 Feb 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung Dongjin Lee Sunwon Hong Hyemi Jang Ho Bae Sungroh Yoon CLL 39 14 0 17 Feb 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE 58 54 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 39 50 0 13 Feb 2023
On the Ideal Number of Groups for Isometric Gradient Propagation Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim 37 1 0 07 Feb 2023
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning Walter Simson Magdalini Paschali Vasiliki Sideri-Lampretsa Nassir Navab J. Dahl OOD 23 15 0 06 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 52 10 0 01 Feb 2023
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology Nicolas Nerrienet Rémy Peyret Marie Sockeel Stéphane Sockeel MedIm 40 4 0 30 Jan 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Hervé Jégou Jakob Verbeek 19 48 0 26 Jan 2023
Variation-Aware Semantic Image Synthesis Mingle Xu Jaehwan Lee Sook Yoon Hyongsuk Kim D. Park 40 3 0 25 Jan 2023