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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
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Dynamic Dictionary Learning for Remote Sensing Image Segmentation Xuechao Zou Yue Li Shun Zhang Kai Li Shiying Wang Pin Tao Junliang Xing Congyan Lang 90 0 0 09 Mar 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 109 7 0 08 Mar 2025
Lightweight Hypercomplex MRI Reconstruction: A Generalized Kronecker-Parameterized Approach Haiqi Zhang Jiahao Huang Yinzhe Wu Congren Dai Fanwen Wang Zhenxuan Zhang Guang Yang 150 0 0 07 Mar 2025
Partial Convolution Meets Visual Attention Haiduo Huang Fuwei Yang D. Li Ji Liu Lu Tian Jinzhang Peng Pengju Ren E. Barsoum 3DH 453 0 0 05 Mar 2025
Two-Stream Thermal Imaging Fusion for Enhanced Time of Birth Detection in Neonatal Care Jorge García-Torres Øyvind Meinich-Bache Sara Brunner Siren Rettedal Vilde Kolstad K. Engan 84 0 0 05 Mar 2025
Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation A. Atienza G. Manimaran S. Puthusserypady Helena Domínguez Peter K. Jacobsen J. Bardram 100 0 0 04 Mar 2025
FLStore: Efficient Federated Learning Storage for non-training workloads Ahmad Faraz Khan Samuel Fountain Ahmed M. Abdelmoniem A. R. Butt A. Anwar FedML 128 0 0 01 Mar 2025
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 117 1 0 28 Feb 2025
FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations Shengtian Mian Ya Wang Nannan Gu Yuping Wang Xiaoqing Li 99 0 0 25 Feb 2025
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations Laurin Lux Alexander H. Berger Maria Romeo Tricas Alaa E. Fayed Siyang Song Linus Kreitner Jonas Weidner Fernando Navarro Daniel Rueckert Johannes C. Paetzold 86 2 0 23 Feb 2025
LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework Zongyou Yu Qiang Qu Qian Zhang Nan Zhang Xiaoming Chen 141 3 0 21 Feb 2025
FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge Devices Dezhong Yao Yuexin Shi Tongtong Liu Zhiqiang Xu 124 1 0 12 Feb 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 167 3 0 11 Feb 2025
Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection Yoshihiko Furuhashi Junichi Yamagishi Xin Eric Wang H. Nguyen Isao Echizen 105 0 0 11 Feb 2025
Kolmogorov-Arnold Fourier Networks Jusheng Zhang Yijia Fan Kaitong Cai Keze Wang 99 0 0 09 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 151 7 0 06 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 151 0 0 04 Feb 2025
Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas H. Gu Ellie Onstott Wenzhong Yan Tengyou Xu Ruolin Wang Zida Wu Xiang Ánthony' Chen Mohammad Haeri 112 1 0 28 Jan 2025
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation Ruicheng Zhang Haowei Guo Zeyu Zhang Puxin Yan Shen Zhao 177 6 0 22 Jan 2025
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation R. Gupta Shounak Das Ardhendu Sekhar Amit Sethi 59 0 0 21 Jan 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 164 5 0 20 Jan 2025
Dataset Distillation via Committee Voting Jiacheng Cui Zhaoyi Li Xiaochen Ma Xinyue Bi Yaxin Luo Zhiqiang Shen DD FedML 127 2 0 13 Jan 2025
Multi-face emotion detection for effective Human-Robot Interaction Mohamed Ala Yahyaoui Mouaad Oujabour Leila Ben Letaifa Amine Bohi CVBM 114 1 0 13 Jan 2025
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 184 2 0 08 Jan 2025
Navigating limitations with precision: A fine-grained ensemble approach to wrist pathology recognition on a limited x-ray dataset Ammar Ahmed Ali Shariq Imran M. Ullah Zenun Kastrati Sher Muhammad Daudpota 126 0 0 18 Dec 2024
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data V. Saxena Benjamin Bashpole Gijs van Dijck Gerasimos Spanakis 96 0 0 18 Dec 2024
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices Andrei Znobishchev Valerii Filev Oleg Kudashev Nikita Orlov Humphrey Shi 130 0 0 17 Dec 2024
Impact of Adversarial Attacks on Deep Learning Model Explainability Gazi Nazia Nur Mohammad Ahnaf Sadat AAML FAtt 115 0 0 15 Dec 2024
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Mustafa Munir Md Mostafijur Rahman R. Marculescu MedIm ViT 133 0 0 14 Dec 2024
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 194 1 0 14 Dec 2024
A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis Md. Arifuzzaman Iftekhar Ahmed M. Chowdhury Shadman Sakib Mohammad Shoaib Rahman Md. Ebrahim Hossain Shakib Absar 83 0 0 12 Dec 2024
NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods Qiang Qu Hanxue Liang Xiaoming Chen Yuk Ying Chung Yiran Shen 167 11 0 11 Dec 2024
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 117 5 0 10 Dec 2024
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees Sooyong Jang Kuk Jin Jang Hyonyoung Choi Yong-Seop Han Seongjin Lee Jin-hyun Kim Insup Lee 125 0 0 09 Dec 2024
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators Taesik Gong F. Kawsar Chulhong Min 121 3 0 09 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 118 4 0 03 Dec 2024
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu Yuanyuan Hong Yihua Chen He Wang Moriaki Yasuhara 134 1 0 03 Dec 2024
Enhancing AI microscopy for foodborne bacterial classification via adversarial domain adaptation across optical and biological variability Siddhartha Bhattacharya Aarham Wasit Mason Earles Nitin Nitin Luyao Ma Jiyoon Yi AAML 110 0 0 29 Nov 2024
ANDHRA Bandersnatch: Training Neural Networks to Predict Parallel Realities Venkata Satya Sai Ajay Daliparthi 92 0 0 28 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He Jing Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Yun Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 155 7 0 24 Nov 2024
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs Chen Xin T. Motz Andreas Hartel Enkelejda Kasneci 154 0 0 23 Nov 2024
SL-YOLO: A Stronger and Lighter Drone Target Detection Model Defan Chen Luchan Zhang ObjD 256 2 0 18 Nov 2024
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation Y. Niu Pei Chen Lei Zhang Lei Tan Yuxiao Chen 132 1 0 17 Nov 2024
Content-Aware Preserving Image Generation Giang H. Le Anh Q. Nguyen Byeongkeun Kang Yeejin Lee DiffM 138 0 0 15 Nov 2024
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers Shravan Venkatraman Jaskaran Singh Walia J. Raheja ViT 210 0 0 14 Nov 2024
Detecting AutoEncoder is Enough to Catch LDM Generated Images Dmitry Vesnin Dmitry Levshun Andrey Chechulin 63 0 0 10 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 98 3 0 07 Nov 2024