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
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 44 0 0 18 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 41 4 0 17 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 41 0 0 15 Jun 2024
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images Ayush Roy Payel Pramanik Dmitrii Kaplun Sergei Antonov Ram Sarkar 30 1 0 12 Jun 2024
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition Xin Jing Luyang Zhang Jiangjian Xie Alexander Gebhard Alice Baird Bjoern Schuller 36 0 0 11 Jun 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations Peng Xia Ming Hu Feilong Tang Wenxue Li Wenhao Zheng Lie Ju Peibo Duan Huaxiu Yao Zongyuan Ge OOD 55 8 0 10 Jun 2024
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Sana Ayromlou Teresa S. M. Tsang Purang Abolmaesumi Xiaoxiao Li CLL 30 2 0 09 Jun 2024
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation Xinhao Zhong Hao Fang Bin Chen Xulin Gu Tao Dai Meikang Qiu Shu-Tao Xia DD 33 0 0 09 Jun 2024
Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction Sunwoong Yang Ricardo Vinuesa Namwoo Kang AI4CE 49 4 0 06 Jun 2024
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs Michael Scholkemper Xinyi Wu Ali Jadbabaie Michael T. Schaub 31 6 0 05 Jun 2024
Kirigami: large convolutional kernels improve deep learning-based RNA secondary structure prediction Marc Harary Chengxin Zhang 21 0 0 04 Jun 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 51 1 0 03 Jun 2024
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization Firas Khader Omar S. M. El Nahhas T. Han Gustav Muller-Franzes S. Nebelung Jakob Nikolas Kather Daniel Truhn MedIm 30 0 0 03 Jun 2024
On the Nonlinearity of Layer Normalization Yunhao Ni Yuxin Guo Junlong Jia Lei Huang 39 4 0 03 Jun 2024
A hybrid numerical methodology coupling Reduced Order Modeling and Graph Neural Networks for non-parametric geometries: applications to structural dynamics problems Victor Matray Faisal Amlani Frédéric Feyel David Néron AI4CE 34 5 0 03 Jun 2024
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets Josh Collyer Tim Watson Iain Phillips GNN 20 0 0 02 Jun 2024
Boosting General Trimap-free Matting in the Real-World Image Leo Shan 54 0 0 28 May 2024
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching Yongmin Lee Hye Won Chung 31 6 0 28 May 2024
Supervised Batch Normalization Bilal Faye M. Lebbah Hanane Azzag 23 1 0 27 May 2024
Convolutional Neural Network Model Observers Discount Signal-like Anatomical Structures During Search in Virtual Digital Breast Tomosynthesis Phantoms Aditya Jonnalagadda B. Barufaldi Andrew D. A. Maidment Susan P. Weinstein C. Abbey Miguel P. Eckstein MedIm 29 0 0 23 May 2024
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks Bum Jun Kim Yoshinobu Kawahara Sang Woo Kim AI4TS 21 1 0 23 May 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration Alan Q. Wang Rachit Saluja Heejong Kim Xinzi He Adrian V. Dalca M. Sabuncu 34 3 0 22 May 2024
Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers Xin Cheng Xiuying Chen Shuqi Li Di Luo Xun Wang Dongyan Zhao Rui Yan AI4TS 66 1 0 22 May 2024
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization Jialong Guo Xinghao Chen Yehui Tang Yunhe Wang ViT 49 9 0 19 May 2024
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology Lucas W. Remedios Shunxing Bao Samuel W. Remedios Ho Hin Lee L. Cai ... M. K. Washington Lori A. Coburn Keith T. Wilson Yuankai Huo Bennett A. Landman 37 1 0 15 May 2024
RobustMVS: Single Domain Generalized Deep Multi-view Stereo Hongbin Xu Weitao Chen Baigui Sun Xuansong Xie Wenxiong Kang 30 2 0 15 May 2024
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction Aleix Lafita Ferran Gonzalez Mahmoud Hossam Paul Smyth Jacob Deasy Ari Allyn-Feuer Daniel Seaton Stephen Young 31 3 0 10 May 2024
Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights Soyed Tuhin Ahmed Michael Hefenbrock M. Tahoori UQCV 26 1 0 07 May 2024
Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecasting Nannan Bian Minhong Zhu Li Chen Weiran Cai 23 0 0 06 May 2024
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation Viet-Thanh Nguyen Van-Truong Pham Thi-Thao Tran Mamba 32 5 0 05 May 2024
Instance-Conditioned Adaptation for Large-scale Generalization of Neural Routing Solver Changliang Zhou Xi Lin Zhenkun Wang Xialiang Tong Mingxuan Yuan Qingfu Zhang 51 6 0 03 May 2024
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design Jian Meng Yuan Liao Anupreetham Anupreetham Ahmed Hassan Shixing Yu Han-Sok Suh Xiaofeng Hu Jae-sun Seo MQ 49 1 0 02 May 2024
3D Face Modeling via Weakly-supervised Disentanglement Network joint Identity-consistency Prior Guohao Li Hongyu Yang Di Huang Yun Wang CVBM CoGe 30 0 0 25 Apr 2024
GRANOLA: Adaptive Normalization for Graph Neural Networks Moshe Eliasof Beatrice Bevilacqua Carola-Bibiane Schönlieb Haggai Maron 33 5 0 20 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 49 1 0 10 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 27 8 0 09 Apr 2024
Freditor: High-Fidelity and Transferable NeRF Editing by Frequency Decomposition Yisheng He Weihao Yuan Siyu Zhu Zilong Dong Liefeng Bo Qixing Huang 34 3 0 03 Apr 2024
BRAVEn: Improving Self-Supervised Pre-training for Visual and Auditory Speech Recognition A. Haliassos Andreas Zinonos Rodrigo Mira Stavros Petridis Maja Pantic VLM SSL AI4TS 39 12 0 02 Apr 2024
Synthetic Data for Robust Stroke Segmentation Liam Chalcroft Ioannis Pappas Cathy J. Price John Ashburner 30 0 0 02 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
Domain Generalizable Person Search Using Unreal Dataset Minyoung Oh Duhyun Kim Jae-Young Sim OOD 29 2 0 31 Mar 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 40 1 0 31 Mar 2024
Imaging radar and LiDAR image translation for 3-DOF extrinsic calibration Sangwoo Jung Hyesu Jang Minwoo Jung Ayoung Kim Myung-Hwan Jeon 16 1 0 27 Mar 2024
Camera-aware Label Refinement for Unsupervised Person Re-identification Pengna Li Kangyi Wu Wenli Huang Sanping Zhou Jinjun Wang 29 0 0 25 Mar 2024
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Heng Guo Jianfeng Zhang Jiaxing Huang Tony C. W. Mok Dazhou Guo Ke Yan Le Lu Dakai Jin Minfeng Xu MedIm 24 5 0 22 Mar 2024
Unsupervised Intrinsic Image Decomposition with LiDAR Intensity Enhanced Training Shogo Sato Takuhiro Kaneko Kazuhiko Murasaki Taiga Yoshida Ryuichi Tanida Akisato Kimura 27 1 0 21 Mar 2024
Enhancing Fingerprint Image Synthesis with GANs, Diffusion Models, and Style Transfer Techniques W. Tang D. Figueroa D. Liu K. Johnsson A. Sopasakis DiffM 30 3 0 20 Mar 2024
Step-Calibrated Diffusion for Biomedical Optical Image Restoration Yiwei Lyu Sung Jik Cha Cheng Jiang Asadur Chowdury X. Hou Edward Harake A. Kondepudi C. Freudiger Honglak Lee Todd C. Hollon MedIm 42 1 0 20 Mar 2024
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs Md Ashiqur Rahman Robert Joseph George Mogab Elleithy Daniel Leibovici Zong-Yi Li ... Julius Berner Raymond A. Yeh Jean Kossaifi Kamyar Azizzadenesheli A. Anandkumar AI4CE 54 20 0 19 Mar 2024
Distilling Datasets Into Less Than One Image Asaf Shul Eliahu Horwitz Yedid Hoshen DD 34 2 0 18 Mar 2024