v1v2v3 (latest)

EfficientNetV2: Smaller Models and Faster Training

1 April 2021

Mingxing Tan

Quoc V. Le

EgoV

ArXiv (abs)PDF HTML Github (6372★)

Papers citing "EfficientNetV2: Smaller Models and Faster Training"

50 / 767 papers shown

Title
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 169 42 0 02 Mar 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Mohammad Zunaed M. Haque Taufiq Hasan OOD 102 5 0 27 Feb 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 111 96 0 27 Feb 2023
What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 80 31 0 23 Feb 2023
VRA: Variational Rectified Activation for Out-of-distribution Detection Ming Xu Zheng Lian B. Liu Jianhua Tao OODD 43 10 0 23 Feb 2023
A Cloud-based Deep Learning Framework for Early Detection of Pushing at Crowded Event Entrances A. Alia Mohammed Maree Mohcine Chraibi Anas Toma A. Seyfried 31 11 0 16 Feb 2023
Fashion Image Retrieval with Multi-Granular Alignment Jinkuan Zhu Hao Huang Q. Deng Xiyao Li 131 2 0 16 Feb 2023
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 120 8 0 13 Feb 2023
Self-supervised pseudo-colorizing of masked cells Royden Wagner Carlos Fernandez Lopez Christoph Stiller 62 1 0 12 Feb 2023
Unified Functional Hashing in Automatic Machine Learning Ryan Gillard S. Jonany Yingjie Miao Michael Munn Connal de Souza Jonathan Dungay Chen Liang David R. So Quoc V. Le Esteban Real 98 2 0 10 Feb 2023
Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images Deyun Zhang Shijia Geng Yang Zhou Wei-Zhao Xu Guodong Wei ... Tong Liu Kangyin Chen Chenyang Jiang Xingpeng Liu linda Qiao 52 6 0 10 Feb 2023
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning Haoran Li Shasha Liu Mingjun Ma Guangzheng Hu Yaran Chen Dong Zhao 95 3 0 07 Feb 2023
Extracting the gamma-ray source-count distribution below the Fermi-LAT detection limit with deep learning Aurelio Amerio A. Cuoco N. Fornengo 74 4 0 03 Feb 2023
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge Coen de Vente Koen A. Vermeer Nicolas Jaccard He Wang Hongyi Sun ... Abdul Qayyum Imran Razzak Bram van Ginneken H. Lemij Clara I. Sánchez 129 57 0 03 Feb 2023
Scaling Laws for Hyperparameter Optimization Arlind Kadra Maciej Janowski Martin Wistuba Josif Grabocka 100 10 0 01 Feb 2023
$FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation$ FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation X. Xia Weijie Lv Xing He Nan Li Chuanqi Liu Ning Ding 85 2 0 30 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 129 3 0 25 Jan 2023
Connecting metrics for shape-texture knowledge in computer vision Tiago Gaspar Oliveira Tiago Marques Arlindo L. Oliveira 37 0 0 25 Jan 2023
Genetically Modified Wolf Optimization with Stochastic Gradient Descent for Optimising Deep Neural Networks Manuel Bradicic M. Sitarz Felix Sylvest Olesen 59 0 0 21 Jan 2023
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images Mohamed Akrout Bálint Gyepesi P. Holló A. Poór Blága Kincso ... J. Kawahara Dekker Slade Latif Abid Máté Kovács I. Fazekas DiffM MedIm 83 62 0 12 Jan 2023
Objective Evaluation-based High-efficiency Learning Framework for Hyperspectral Image Classification Xuming Zhang Jian Yan Jia Tian Wei Li X. Gu Q. Tian 53 2 0 10 Jan 2023
From Plate to Prevention: A Dietary Nutrient-aided Platform for Health Promotion in Singapore Kaiping Zheng Thao Nguyen Jesslyn Hwei Sing Chong C. E. Goh Melanie Herschel Hee Hoon Lee Changshuo Liu Beng Chin Ooi Wen Wang J. Yip 69 1 0 10 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 118 188 0 09 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 181 829 0 02 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Arash Ahmadian Louis S.P. Liu Yue Fei Konstantinos N. Plataniotis Mahdi S. Hosseini 100 0 0 31 Dec 2022
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats István Sárándi Alexander Hermans Bastian Leibe 3DH 114 42 0 29 Dec 2022
Semi-Supervised Semantic Segmentation Methods for UW-OCTA Diabetic Retinopathy Grade Assessment Zhuoyi Tan H. Madzin Zeyu Ding 45 4 0 27 Dec 2022
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification Abu Adnan Sadi Labib Chowdhury Nur-Wa-Bushra Jahan Mohammad Newaz Sharif Rafi Radeya Chowdhury Faisal Ahamed Khan Nabeel Mohammed 40 11 0 24 Dec 2022
RangeAugment: Efficient Online Augmentation with Range Learning Sachin Mehta Saeid Naderiparizi Fartash Faghri Maxwell Horton Lailin Chen Ali Farhadi Oncel Tuzel Mohammad Rastegari 53 6 0 20 Dec 2022
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search Hadar Shavit Filip Jatelnicki Pol Mor-Puigventós W. Kowalczyk 49 2 0 16 Dec 2022
FlexiViT: One Model for All Patch Sizes Lucas Beyer Pavel Izmailov Alexander Kolesnikov Mathilde Caron Simon Kornblith Xiaohua Zhai Matthias Minderer Michael Tschannen Ibrahim Alabdulmohsin Filip Pavetić VLM 164 94 0 15 Dec 2022
Accelerating Self-Supervised Learning via Efficient Training Strategies Mustafa Taha Koccyiugit Timothy M. Hospedales Hakan Bilen SSL 70 8 0 11 Dec 2022
Selected Trends in Artificial Intelligence for Space Applications Dario Izzo Gabriele Meoni Pablo Gómez Domink Dold Alexander Zoechbauer 78 10 0 10 Dec 2022
Co-training $2^L$ Submodels for Visual Recognition Hugo Touvron Matthieu Cord Maxime Oquab Piotr Bojanowski Jakob Verbeek Hervé Jégou VLM 72 10 0 09 Dec 2022
Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet Yannic Neuhaus Maximilian Augustin Valentyn Boreiko Matthias Hein AAML 144 32 0 09 Dec 2022
PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels Huaxi Huang Hui-Sung Kang Sheng Liu Olivier Salvado Thierry Rakotoarivelo Dadong Wang Tongliang Liu NoLa 92 8 0 07 Dec 2022
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis Raunak Joshi Abhishek Gupta Nandan Kanvinde P. Ghonge 52 4 0 28 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 72 3 0 26 Nov 2022
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network Youming Zhang Matteo Poggi S. Mattoccia 68 14 0 24 Nov 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 70 6 0 23 Nov 2022
Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation Tal Hakim 93 1 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 132 141 0 22 Nov 2022
A Fair Loss Function for Network Pruning Robbie Meyer Alexander Wong CVBM 104 3 0 18 Nov 2022
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 90 29 0 17 Nov 2022
Structured Pruning Adapters Lukas Hedegaard Aman Alok Juby Jose Alexandros Iosifidis 77 11 0 17 Nov 2022
Leveraging Automatic Personalised Nutrition: Food Image Recognition Benchmark and Dataset based on Nutrition Taxonomy Sergio Romero-Tapiador Ruben Tolosana Aythami Morales Julian Fierrez R. Vera-Rodríguez Isabel Espinosa-Salinas G. Freixer Enrique Carrillo-de Santa Pau Ana Ramírez de Molina J. Ortega-Garcia 113 6 0 14 Nov 2022
Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification Juan Pisula Katarzyna Bozek VLM MedIm 89 3 0 14 Nov 2022
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering Shanshan Song Jiangyun Li Junchang Wang Yuan Cai Wenkai Dong 19 0 0 11 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 193 700 0 10 Nov 2022
Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance Chao Hu Liqiang Zhu VOS 77 2 0 10 Nov 2022