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EfficientNetV2: Smaller Models and Faster Training

1 April 2021

Mingxing Tan

Quoc V. Le

EgoV

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Papers citing "EfficientNetV2: Smaller Models and Faster Training"

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Title
eWaSR -- an embedded-compute-ready maritime obstacle detection network Matija Tersek Lojze Žust Matej Kristan 86 11 0 21 Apr 2023
Picking Up Quantization Steps for Compressed Image Classification Li Ma Peixi Peng Guangyao Chen Yifan Zhao Siwei Dong Yonghong Tian 67 3 0 21 Apr 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 114 10 0 20 Apr 2023
Robustness of Visual Explanations to Common Data Augmentation Lenka Tětková Lars Kai Hansen AAML 75 6 0 18 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 62 2 0 13 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 153 1 0 13 Apr 2023
TextANIMAR: Text-based 3D Animal Fine-Grained Retrieval Trung-Nghia Le Tam V. Nguyen c Minh-Quan Le Trong-Thuan Nguyen Viet-Tham Huynh ... Trong-Vu Hoang Quang-Binh Nguyen Hai-Dang Nguyen Akihiro Sugimoto M. Tran 52 5 0 12 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 100 4 0 12 Apr 2023
Variations of Squeeze and Excitation networks N. Mahendran 33 1 0 11 Apr 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search Alexandre Heuillet A. Nasser Hichem Arioui Hedi Tabia AI4CE 120 15 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 65 8 0 10 Apr 2023
Arithmetic Intensity Balancing Convolution for Hardware-aware Efficient Block Design Shinkook Choi Junkyeong Choi 31 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 107 43 0 07 Apr 2023
Can we learn better with hard samples? Subin Sahayam John Zakkam Umarani Jayaraman 80 2 0 07 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 85 1 0 06 Apr 2023
PopulAtion Parameter Averaging (PAPA) Alexia Jolicoeur-Martineau Emy Gervais Kilian Fatras Yan Zhang Simon Lacoste-Julien MoMe 122 21 0 06 Apr 2023
ElegansNet: a brief scientific report and initial experiments Francesco Bardozzo Andrea Terlizzi Pietro Lio R. Tagliaferri 71 1 0 06 Apr 2023
MULLER: Multilayer Laplacian Resizer for Vision Zhengzhong Tu P. Milanfar Hossein Talebi 78 4 0 06 Apr 2023
Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks Michael Weiss Paolo Tonella AI4CE 71 0 0 05 Apr 2023
FineRecon: Depth-aware Feed-forward Network for Detailed 3D Reconstruction Noah Stier Anurag Ranjan Alex Colburn Yajie Yan Liang Yang Fangchang Ma Baptiste Angles 3DV 97 15 0 04 Apr 2023
Bringing Telepresence to Every Desk Shengze Wang Ziheng Wang Ryan Schmelzle Liujie Zheng Youngjoon Kwon Soumyadip Sengupta Henry Fuchs 3DH 56 0 0 03 Apr 2023
Astroformer: More Data Might not be all you need for Classification Rishit Dagli 115 8 0 03 Apr 2023
Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms Florin Condrea S. Rapaka Lucian Itu Puneet Sharma J. Sperl Mohamed Ali Marius Leordeanu 68 5 0 30 Mar 2023
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision Lucas Beyer Bo Wan Gagan Madan Filip Pavetić Andreas Steiner ... Emanuele Bugliarello Tianlin Li Qihang Yu Liang-Chieh Chen Xiaohua Zhai 130 9 0 30 Mar 2023
InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu Pan Zhou Shuicheng Yan Xinchao Wang 193 142 0 29 Mar 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jing Liu AI4TS 75 15 0 28 Mar 2023
Intersection over Union with smoothing for bounding box regression Petra Stevuliáková P. Hurtík 78 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 107 43 0 27 Mar 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies Kilian Batzner Lars Heckler Rebecca König 118 146 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 122 168 0 24 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 116 142 0 21 Mar 2023
Internal Structure Attention Network for Fingerprint Presentation Attack Detection from Optical Coherence Tomography Hao Sun Yilong Zhang Peng Chen Haixia Wang Ronghua Liang 114 4 0 20 Mar 2023
Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage Bonaventure F. P. Dossou Yeno K. S. Gbenou Miglanche Ghomsi Nono 59 2 0 19 Mar 2023
More From Less: Self-Supervised Knowledge Distillation for Routine Histopathology Data Lucas Farndale R. Insall Ke Yuan 68 3 0 19 Mar 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets Pablo J. Villacorta Jesús M. Rodríguez-de-Vera Marc Bolaños Ignacio Sarasúa Bhalaji Nagarajan Petia Radeva 113 1 0 16 Mar 2023
Deep Learning for Iris Recognition: A Review Yi Yin Si-Liang He Renye Zhang Hongli Chang Xu Han Jinghua Zhang PILM 71 12 0 15 Mar 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 96 28 0 15 Mar 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference Li Zhang Xudong Wang Jiahang Xu Quanlu Zhang Yujing Wang Yuqing Yang Ningxin Zheng Ting Cao Mao Yang MQ 62 3 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 28 5 0 13 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 143 34 0 13 Mar 2023
Training, Architecture, and Prior for Deterministic Uncertainty Methods Bertrand Charpentier Chenxiang Zhang Stephan Günnemann UQCV OOD AI4CE 98 7 0 10 Mar 2023
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall B. Demiray M. Sit Ibrahim Demir 64 4 0 09 Mar 2023
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples Ben Adlam Jaehoon Lee Shreyas Padhy Zachary Nado Jasper Snoek 84 12 0 09 Mar 2023
CUDA: Convolution-based Unlearnable Datasets Vinu Sankar Sadasivan Mahdi Soltanolkotabi Soheil Feizi MU 67 25 0 07 Mar 2023
A Challenging Benchmark for Low-Resource Learning Yudong Wang Chang Ma Qingxiu Dong Lingpeng Kong Jingjing Xu 93 4 0 07 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 122 887 0 07 Mar 2023
Unproportional mosaicing Vojtech Molek P. Hurtík Pavel Vlasánek D. Adamczyk 67 1 0 03 Mar 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment Jong-Ryul Lee Yong-Hyuk Moon 69 0 0 03 Mar 2023
Low-Complexity Audio Embedding Extractors Florian Schmid Khaled Koutini Gerhard Widmer 65 4 0 03 Mar 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models Naman D. Singh Francesco Croce Matthias Hein OOD 128 67 0 03 Mar 2023