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
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 44 0 0 13 May 2025
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting Shiwei Guo Zheyu Chen Yupeng Ma Yunfei Han Yi Wang AI4TS 235 0 0 05 May 2025
On the Importance of Gaussianizing Representations Daniel Eftekhari Vardan Papyan 31 0 0 01 May 2025
CANet: ChronoAdaptive Network for Enhanced Long-Term Time Series Forecasting under Non-Stationarity Mert Sonmezer Seyda Ertekin AI4TS 31 0 0 24 Apr 2025
SUPRA: Subspace Parameterized Attention for Neural Operator on General Domains Zherui Yang Zhengyang Xue Ligang Liu 40 0 0 22 Apr 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 28 0 0 18 Apr 2025
Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution for Robust Scene Graph Generation Changsheng Lv Mengshi Qi Z. Fu Huadong Ma 41 0 0 17 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 50 0 0 17 Apr 2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Wonjun Yi Yong-Hwa Park 36 0 0 15 Apr 2025
Decentralized Federated Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis Shahryar Zehtabi Dong-Jun Han Seyyedali Hosseinalipour Christopher G. Brinton FedML AI4CE 50 0 0 08 Apr 2025
Pluggable Style Representation Learning for Multi-Style Transfer Hongda Liu Longguang Wang Weijun Guan Ye Zhang Yulan Guo 80 1 0 26 Mar 2025
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration Xinxing Cheng Tianyang Zhang Wenqi Lu Qingjie Meng Alejandro F. Frangi Jinming Duan 3DPC 45 0 0 25 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Junliang Liu Piyush Singh Md Jahidul Islam DiffM 57 0 0 14 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 65 8 0 13 Mar 2025
Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis Tim Buchner C. Anders Orlando Guntinas-Lichius Joachim Denzler 57 0 0 12 Mar 2025
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records N. Kuo B. Gallego Louisa R Jorm SyDa 76 0 0 08 Mar 2025
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A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement Muhammad Turab 75 0 0 09 Feb 2025
Learning accurate rigid registration for longitudinal brain MRI from synthetic data Jingru Fu Adrian V. Dalca B. Fischl R. Moreno Malte Hoffmann MedIm 89 0 0 22 Jan 2025
Model Synthesis for Zero-Shot Model Attribution Tianyun Yang Juan Cao Danding Wang Chang Xu WIGM 86 4 0 20 Jan 2025
BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation Maxwell Meyer Jack Spruyt 53 0 0 08 Jan 2025
A Trust-Guided Approach to MR Image Reconstruction with Side Information Arda Atalık S. Chopra D. Sodickson 43 0 0 06 Jan 2025
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images Dawen Yu Shunping Ji ViT 62 1 0 03 Jan 2025
Decomposed Distribution Matching in Dataset Condensation Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Nasser M. Nasrabadi DD 86 1 0 06 Dec 2024
End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms C. Jiang Mianxin Liu Kaicong Sun Dinggang Shen MedIm 74 0 0 04 Dec 2024
Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN Elona Shatri Kalikidhar Palavala George Fazekas 132 0 0 25 Nov 2024
Towards Accurate and Efficient Sub-8-Bit Integer Training Wenjin Guo Donglai Liu Weiying Xie Yunsong Li Xuefei Ning Zihan Meng Shulin Zeng Jie Lei Zhenman Fang Yu Wang MQ 39 1 0 17 Nov 2024
wav2sleep: A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals Jonathan Carter Lionel Tarassenko MLAU 55 0 0 07 Nov 2024
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs A. Haliassos Rodrigo Mira Honglie Chen Zoe Landgraf Stavros Petridis Maja Pantic SSL 39 6 0 04 Nov 2024
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli Matthias Tangemann Matthias Kümmerer Matthias Bethge VOS 52 0 0 03 Nov 2024
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Simultaneous Control of Human Hand Joint Positions and Grip Force via HD-EMG and Deep Learning Farnaz Rahimi Mohammad Ali Badamchizadeh Raul C. Sîmpetru Sehraneh Ghaemi Bjoern M. Eskofier A. D. Vecchio 36 0 0 31 Oct 2024
(FL) $^2$ : Overcoming Few Labels in Federated Semi-Supervised Learning Seungjoo Lee Thanh-Long V. Le Jaemin Shin Sung-Ju Lee FedML 47 1 0 30 Oct 2024
Domain Adaptation with a Single Vision-Language Embedding Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 33 0 0 28 Oct 2024
Scale Propagation Network for Generalizable Depth Completion Haotian Wang Meng Yang Xinhu Zheng Gang Hua 31 2 0 24 Oct 2024
LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting Guoqi Yu Yaoming Li Xiaoyu Guo Dayu Wang Zirui Liu Shujun Wang Tong Yang AI4TS 234 0 0 22 Oct 2024
Tackling domain generalization for out-of-distribution endoscopic imaging Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 41 0 0 18 Oct 2024
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation K. Kwarciak Mateusz Daniol D. Hemmerling Marek Wodzinski 29 0 0 17 Oct 2024
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 61 12 0 16 Oct 2024
SF-Speech: Straightened Flow for Zero-Shot Voice Clone Xuyuan Li Zengqiang Shang Hua Hua Peiyang Shi Chen Yang Li Wang Pengyuan Zhang 63 2 0 16 Oct 2024
Statistical Arbitrage in Rank Space Y. -F. Li G. Papanicolaou 28 0 0 09 Oct 2024
Improving Object Detection via Local-global Contrastive Learning Danai Triantafyllidou Sarah Parisot A. Leonardis Jingyu Sun 40 0 0 07 Oct 2024
MM-R $^3$ : On (In-)Consistency of Multi-modal Large Language Models (MLLMs) Shih-Han Chou Shivam Chandhok James J. Little Leonid Sigal 42 0 0 07 Oct 2024
GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning Edoardo Urettini Daniele Atzeni Reshawn J. Ramjattan Antonio Carta AI4TS 24 0 0 04 Oct 2024
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation Matthis Manthe Carole Lartizien Stefan Duffner OOD FedML 28 0 0 04 Oct 2024
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan ... Metib Alotaibi Abdullah Abdulaziz AlWabel Mohammad Alderwish Kuan-Ying Lai Moi Hoon Yap 45 1 0 04 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 26 4 0 03 Oct 2024
Tracking objects that change in appearance with phase synchrony Sabine Muzellec Drew Linsley A. Ashok E. Mingolla Girik Malik Rufin VanRullen Thomas Serre 31 1 0 02 Oct 2024