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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
Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding Mengyu Sun Ziyuan Yang Maosong Ran Zhiwen Wang Hui Yu Yi Zhang 62 0 0 25 Mar 2024
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 121 47 0 19 Mar 2024
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks Kevin Putra Santoso Hari Ginardi Rangga Aldo Sastrowardoyo Madany 58 2 0 18 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 85 21 0 18 Mar 2024
Impart: An Imperceptible and Effective Label-Specific Backdoor Attack Jingke Zhao Zan Wang Yongwei Wang Lanjun Wang AAML 26 0 0 18 Mar 2024
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment Atah Nuh Mih Alireza Rahimi Asfia Kawnine Francis Palma Monica Wachowicz R. Dubay Hung Cao 80 0 0 14 Mar 2024
Real-time 3D semantic occupancy prediction for autonomous vehicles using memory-efficient sparse convolution Samuel Sze Lars Kunze 3DPC 79 4 0 13 Mar 2024
A data-centric approach to class-specific bias in image data augmentation Athanasios Angelakis Andrey Rass 70 0 0 07 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification Ricardo Bigolin Lanfredi Pritam Mukherjee Ronald M. Summers 69 4 0 06 Mar 2024
MedMamba: Vision Mamba for Medical Image Classification Yubiao Yue Zhenzhang Li Mamba 92 69 0 06 Mar 2024
Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo Jiangbo Pei Ruizhe Li Aidong Men Yang Liu Xiahai Zhuang Qingchao Chen 101 0 0 03 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 127 1 0 02 Mar 2024
Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement Xinyi Fang Wei Ke Chak Fong Chong Kei Long Wong Yapeng Wang Tiankui Zhang Sio-Kei Im 85 0 0 29 Feb 2024
YOLO-Ant: A Lightweight Detector via Depthwise Separable Convolutional and Large Kernel Design for Antenna Interference Source Detection Xiaoyu Tang Xingming Chen Jintao Cheng Jin Wu Rui Fan Chengxi Zhang Zebo Zhou 81 7 0 20 Feb 2024
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag Lukas Huber Fred W. Mast Felix A. Wichmann 67 1 0 14 Feb 2024
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) Weijie Tu Weijian Deng Tom Gedeon UQCV VLM 78 35 0 12 Feb 2024
Link-aware link prediction over temporal graph by pattern recognition Bingqing Liu Xikun Huang AI4CE 34 2 0 11 Feb 2024
Architectural Neural Backdoors from First Principles Harry Langford Ilia Shumailov Yiren Zhao Robert D. Mullins Nicolas Papernot AAML 101 5 0 10 Feb 2024
EfficientViT-SAM: Accelerated Segment Anything Model Without Accuracy Loss Zhuoyang Zhang Han Cai Song Han VLM 72 3 0 07 Feb 2024
Instance Segmentation XXL-CT Challenge of a Historic Airplane Roland Gruber Johann Christopher Engster Markus Michen Nele Blum M. Stille S. Gerth Thomas Wittenberg 102 2 0 05 Feb 2024
Spectral Norm of Convolutional Layers with Circular and Zero Paddings Blaise Delattre Quentin Barthélemy Alexandre Allauzen 65 2 0 31 Jan 2024
Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networks Brandon Morgan Dean Frederick Hougen 54 2 0 30 Jan 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Chak Fong Chong Xinyi Fang Jielong Guo Yapeng Wang Wei Ke C. Lam Sio-Kei Im 84 1 0 30 Jan 2024
Managing Household Waste through Transfer Learning S. Kunwar 16 5 0 27 Jan 2024
AdCorDA: Classifier Refinement via Adversarial Correction and Domain Adaptation Lulan Shen Ali Edalati Brett H. Meyer Warren Gross James J. Clark 68 0 0 24 Jan 2024
Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities F. X. Gaya-Morey Silvia Ramis Jose Maria Buades Rubio Cristina Manresa-Yee 55 0 0 22 Jan 2024
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI F. X. Gaya-Morey S. Ramis-Guarinos Cristina Manresa-Yee Jose Maria Buades Rubio CVBM 63 3 0 22 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 94 11 0 22 Jan 2024
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition Bokai Zhang Jiayuan Meng Bin Cheng Dean Biskup Svetlana Petculescu Angela Chapman ViT MedIm 71 0 0 22 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 57 2 0 19 Jan 2024
Land Cover Image Classification Antonio Rangel Juan R. Terven Diana-Margarita Córdova-Esparza E. A. Chavez-Urbiola 34 4 0 17 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 127 817 0 17 Jan 2024
E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning Qiang Qu Yiran Shen Xiaoming Chen Yuk Ying Chung Tongliang Liu VGen 88 11 0 16 Jan 2024
Multi-task real-robot data with gaze attention for dual-arm fine manipulation Heecheol Kim Yoshiyuki Ohmura Yasuo Kuniyoshi 124 2 0 15 Jan 2024
Concrete Surface Crack Detection with Convolutional-based Deep Learning Models Sara Shomal Zadeh Sina Aalipour birgani Meisam Khorshidi Farhad Kooban 51 14 0 13 Jan 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer Ji Liu Dehua Tang Yuanxian Huang Li Zhang Xiaocheng Zeng ... Jinzhang Peng Yu Wang Fan Jiang Lu Tian Ashish Sirasao ViT 69 8 0 12 Jan 2024
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis Mostafa EL HABIB DAHO Yi-Hsuan Li Rachid Zeghlache Hugo Le Boité Pierre Deman ... A. Couturier R. Tadayoni Pierre-Henri Conze M. Lamard G. Quellec 72 8 0 10 Jan 2024
Comparative Analysis of Deep Convolutional Neural Networks for Detecting Medical Image Deepfakes Abdel Rahman Alsabbagh Omar Al-Kadi AAML MedIm 74 1 0 08 Jan 2024
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction Yi-Hsuan Li Philippe Zhang Yubo Tan Jing Zhang Zhihan Wang Weili Jiang Pierre-Henri Conze M. Lamard G. Quellec Mostafa EL HABIB DAHO 91 3 0 08 Jan 2024
Enhancing Context Through Contrast Kshitij Ambilduke Aneesh Shetye Diksha Bagade Rishika Bhagwatkar Khurshed Fitter P. Vagdargi Shital S. Chiddarwar 67 0 0 06 Jan 2024
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks Haihang Wu Wei Wang T. Malepathirana Damith A. Senanayake D. Oetomo Saman K. Halgamuge 61 2 0 06 Jan 2024
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement Zheng Yuan Jie Zhang Yude Wang Shiguang Shan Xilin Chen AAML 140 1 0 03 Jan 2024
Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition Julian Strohmayer Martin Kampel 28 0 0 01 Jan 2024
Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition Julian Strohmayer Martin Kampel 45 3 0 01 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge Dimitrios Psychogyios Emanuele Colleoni Beatrice van Amsterdam Chih-Yang Li Shu-Yu Huang ... Santiago Rodriguez Juanita Puentes Pablo Arbelaez Omid Mohareri Danail Stoyanov 87 28 0 31 Dec 2023
MetaScript: Few-Shot Handwritten Chinese Content Generation via Generative Adversarial Networks Xiangyuan Xue Kailing Wang Jiazi Bu Qirui Li Zhiyuan Zhang GAN 62 1 0 25 Dec 2023
DRStageNet: Deep Learning for Diabetic Retinopathy Staging from Fundus Images Yevgeniy Men Jonathan Fhima Leo Anthony Celi L. Z. Ribeiro Luis Filipe Nakayama Joachim A. Behar 92 5 0 22 Dec 2023
Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI Kai Huang Wei Gao 72 36 0 21 Dec 2023
Generator Assisted Mixture of Experts For Feature Acquisition in Batch Vedang Asgaonkar Aditya Jain Abir De 46 1 0 19 Dec 2023
AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System Chengyuan Zhu Yiyuan Yang Kaixiang Yang Haifeng Zhang Qinmin Yang C. L. P. Chen 20 3 0 18 Dec 2023