EfficientNetV2: Smaller Models and Faster Training

1 April 2021

Mingxing Tan

Papers citing "EfficientNetV2: Smaller Models and Faster Training"

50 / 285 papers shown

Title
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 46 2 0 24 Apr 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network Matija Tersek Lojze Žust Matej Kristan 27 9 0 21 Apr 2023
Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer Yongquan Yang Jie Chen Yani Wei Mohammad H. Alobaidi Hong Bu NoLa 45 1 0 13 Apr 2023
SketchANIMAR: Sketch-based 3D Animal Fine-Grained Retrieval Trung-Nghia Le Tam V. Nguyen Minh-Quan Le Trong-Thuan Nguyen Viet-Tham Huynh ... Hoai-Danh Vo Minh H. Doan Hai-Dang Nguyen Akihiro Sugimoto M. Tran 3DV 58 4 0 12 Apr 2023
Variations of Squeeze and Excitation networks N. Mahendran 19 1 0 11 Apr 2023
An Efficient Transfer Learning-based Approach for Apple Leaf Disease Classification Md. Hamjajul Ashmafee Tasnim Ahmed Sabbir Ahmed Md. Bakhtiar Hasan Mst. Nura Jahan A. A. Ashikur Rahman 28 7 0 10 Apr 2023
Arithmetic Intensity Balancing Convolution for Hardware-aware Efficient Block Design Shinkook Choi Junkyeong Choi 24 1 0 08 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 30 41 0 07 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 26 1 0 06 Apr 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 48 119 0 29 Mar 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jun Liu AI4TS 32 15 0 28 Mar 2023
Intersection over Union with smoothing for bounding box regression Petra Stevuliáková P. Hurtík 37 4 0 27 Mar 2023
MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos Zicheng Zhang Wei Wu Wei Sun Dangyang Tu Wei Lu Xiongkuo Min Ying-Cong Chen Guangtao Zhai 58 40 0 27 Mar 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 50 130 0 25 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 37 155 0 24 Mar 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 27 28 0 15 Mar 2023
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging Tina Dorosti M. Schultheiss Felix C. Hofmann J. Thalhammer Luisa Kirchner Germany F. Pfeiffer Institute for Advanced Study Tobias Lasser Department of Biomedical Informatics 16 4 0 13 Mar 2023
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall B. Demiray M. Sit Ibrahim Demir 26 4 0 09 Mar 2023
CUDA: Convolution-based Unlearnable Datasets Vinu Sankar Sadasivan Mahdi Soltanolkotabi S. Feizi MU 29 25 0 07 Mar 2023
Unproportional mosaicing Vojtech Molek P. Hurtík Pavel Vlasánek D. Adamczyk 24 1 0 03 Mar 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment Jong-Ryul Lee Yong-Hyuk Moon 25 0 0 03 Mar 2023
Low-Complexity Audio Embedding Extractors Florian Schmid Khaled Koutini Gerhard Widmer 24 4 0 03 Mar 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 45 36 0 02 Mar 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 41 80 0 27 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 22 7 0 13 Feb 2023
Self-supervised pseudo-colorizing of masked cells Royden Wagner Carlos Fernandez Lopez Christoph Stiller 23 0 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 26 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 27 5 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 27 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 37 4 0 03 Feb 2023
Scaling Laws for Hyperparameter Optimization Arlind Kadra Maciej Janowski Martin Wistuba Josif Grabocka 31 9 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 41 1 0 30 Jan 2023
Out of Distribution Performance of State of Art Vision Model Salman Rahman W. Lee 45 2 0 25 Jan 2023
Genetically Modified Wolf Optimization with Stochastic Gradient Descent for Optimising Deep Neural Networks Manuel Bradicic M. Sitarz Felix Sylvest Olesen 34 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 19 60 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 20 2 0 10 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 43 162 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 88 729 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 21 0 0 31 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 26 6 0 20 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 M. Alabdulmohsin Filip Pavetić VLM 55 90 0 15 Dec 2022
Selected Trends in Artificial Intelligence for Space Applications Dario Izzo Gabriele Meoni Pablo Gómez Domink Dold Alexander Zoechbauer 20 9 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 37 9 0 09 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 25 3 0 28 Nov 2022
Receptive Field Refinement for Convolutional Neural Networks Reliably Improves Predictive Performance Mats L. Richter C. Pal 27 3 0 26 Nov 2022
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network Youming Zhang Matteo Poggi S. Mattoccia 27 13 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 27 6 0 23 Nov 2022
Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation Tal Hakim 35 0 0 22 Nov 2022
Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition Qibin Hou Cheng Lu Mingg-Ming Cheng Jiashi Feng ViT 34 129 0 22 Nov 2022
A Fair Loss Function for Network Pruning Robbie Meyer Alexander Wong CVBM 27 3 0 18 Nov 2022