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
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver Diandian Guo Weixin Si Zhixi Li Jialun Pei Pheng-Ann Heng 79 4 0 20 Aug 2024
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition Wiktor Mucha Michael Wray M. Kampel 70 0 0 19 Aug 2024
Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing Vinit Hegiste T. Legler Martin Ruskowski 82 2 0 19 Aug 2024
AnomalyFactory: Regard Anomaly Generation as Unsupervised Anomaly Localization Ying Zhao 83 1 0 18 Aug 2024
Deep Generative Classification of Blood Cell Morphology Simon Deltadahl J. Gilbey C. V. Laer Nancy Boeckx M. Leers ... Nicholas S. Gleadall Carola-Bibiane Schönlieb S. Sivapalaratnam Michael Roberts P. Nachev DiffM MedIm 83 0 0 16 Aug 2024
A lightweight YOLOv5-FFM model for occlusion pedestrian detection Xiangjie Luo Bo Shao Zhihao Cai Yingxun Wang 99 0 0 13 Aug 2024
Efficient Visual Representation Learning with Heat Conduction Equation Zhemin Zhang Xun Gong DiffM 3DV 100 0 0 12 Aug 2024
Advancing Green AI: Efficient and Accurate Lightweight CNNs for Rice Leaf Disease Identification Khairun Saddami Yiran Luo Mutia Zahramita Muhammad Shahreeza Safiruz 20 1 0 03 Aug 2024
MIS-ME: A Multi-modal Framework for Soil Moisture Estimation Mohammed Rakib Adil Aman Mohammed D. Diggins Sumit Sharma Jeff Michael Sadler T. Ochsner Arun Bagavathi 19 0 0 02 Aug 2024
StreetSurfaceVis: a dataset of crowdsourced street-level imagery with semi-automated annotations of road surface type and quality Alexandra Kapp Edith Hoffmann Esther Weigmann Helena Mihaljević 64 0 0 31 Jul 2024
DocXPand-25k: a large and diverse benchmark dataset for identity documents analysis Julien Lerouge Guillaume Betmont Thomas Bres Evgeny Stepankevich Alexis Berges 48 3 0 30 Jul 2024
Classification of freshwater snails of the genus Radomaniola with multimodal triplet networks Dennis Vetter Muhammad Ahsan Diana Delicado Thomas A. Neubauer Thomas Wilke Gemma Roig 42 0 0 29 Jul 2024
Sparse vs Contiguous Adversarial Pixel Perturbations in Multimodal Models: An Empirical Analysis Cristian-Alexandru Botocan Raphael Meier Ljiljana Dolamic AAML 71 0 0 25 Jul 2024
Hierarchical Object Detection and Recognition Framework for Practical Plant Disease Diagnosis Kohei Iwano Shogo Shibuya S. Kagiwada Hitoshi Iyatomi 51 1 0 25 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 116 0 0 25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 84 3 0 24 Jul 2024
Affordance Labeling and Exploration: A Manifold-Based Approach Ismail Özçil A. Koku 126 0 0 22 Jul 2024
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks Anubhav Gupta Islam I. Osman Mohamed S. Shehata John W. Braun 69 1 0 20 Jul 2024
Revisiting the Disequilibrium Issues in Tackling Heart Disease Classification Tasks Thao Hoang Linh Nguyen Khoi Do Duong Nguyen Viet Dung Nguyen 98 2 0 19 Jul 2024
How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies Bartłomiej Krzepkowski Bartosz Wójcik Franciszek Szarwacki Piotr Kubaty Jary Pomponi Tomasz Trzciñski Bartosz Wójcik 89 1 0 19 Jul 2024
STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation Yaqi Wang Yifan Zhang Xiaodiao Chen Shuai Wang Dahong Qian ... Yuanlin Li Bing Wang Chunshi Wang Qiupu Chen Mingqian Li 3DV 76 3 0 18 Jul 2024
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots J. Cabrera Orlando José Céspedes Sergio Cebollada Ó. Reinoso L. Payá 62 1 0 15 Jul 2024
Mitigating Backdoor Attacks using Activation-Guided Model Editing Felix Hsieh H. Nguyen AprilPyone Maungmaung Dmitrii Usynin Isao Echizen AAML KELM LLMSV 111 0 0 10 Jul 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 160 74 0 10 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 233 4 0 10 Jul 2024
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. El-Assiouti Ghada Hamed Dina Khattab H. M. Ebied 93 3 0 10 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 95 0 0 09 Jul 2024
Multiple Instance Verification Xin Xu Eibe Frank G. Holmes 67 0 0 09 Jul 2024
Efficient GANs for Document Image Binarization Based on DWT and Normalization Rui-Yang Ju KokSheik Wong Jen-Shiun Chiang 63 0 0 05 Jul 2024
Edge AI: A Taxonomy, Systematic Review and Future Directions S. Gill Muhammed Golec Jianmin Hu Minxian Xu Junhui Du ... Kejiang Ye Prabal Verma Surendra Kumar Félix Cuadrado Steve Uhlig 96 36 0 04 Jul 2024
Analytic Convolutional Layer: A Step to Analytic Neural Network Jingmao Cui Donglai Tao Linmi Tao Ruiyang Liu Yu Cheng 54 0 0 03 Jul 2024
AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans Gabriele Lozupone Alessandro Bria F. Fontanella C. D. Stefano 52 5 0 02 Jul 2024
LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation Xianda Guo Chenming Zhang Dujun Nie Wenzhao Zheng Youmin Zhang Long Chen Long Chen 101 7 0 28 Jun 2024
Single Image Estimation of Cell Migration Direction by Deep Circular Regression Lennart Bruns L. Lamparter Milos Galic Xiaoyi Jiang 43 1 0 27 Jun 2024
DoubleTake: Geometry Guided Depth Estimation Mohamed Sayed Filippo Aleotti Jamie Watson Z. Qureshi Guillermo Garcia-Hernando Gabriel J. Brostow Sara Vicente Michael Firman MDE 3DH 3DV 121 3 0 26 Jun 2024
VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert VLM 101 0 0 26 Jun 2024
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation Xuming Zhang Naoto Yokoya Xingfa Gu Qingjiu Tian Lorenzo Bruzzone 70 1 0 25 Jun 2024
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion Soroush Oskouei Marit Valla André Pedersen Erik Smistad V. G. Dale ... T. Langø M. Ramnefjell L. A. Akslen Gabriel Kiss H. Sorger 85 1 0 20 Jun 2024
Detecting sexually explicit content in the context of the child sexual abuse materials (CSAM): end-to-end classifiers and region-based networks Weronika Gutfeter Joanna Gajewska Andrzej Pacut 25 0 0 20 Jun 2024
CNN Based Flank Predictor for Quadruped Animal Species Vanessa Suessle Marco Heurich Colleen T. Downs Andreas Weinmann Elke Hergenroether 131 0 0 19 Jun 2024
Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics Hyojin Kim Jiyoon Lee Yonghyun Jeong Haneol Jang YoungJoon Yoo 99 1 0 18 Jun 2024
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images David Herrera-Poyatos Andrés Herrera-Poyatos Rosana Montes P. Palacios Luis G. Esteban Alberto García-Iruela F. G. Fernández Francisco Herrera 28 1 0 17 Jun 2024
Modulated differentiable STFT and balanced spectrum metric for freight train wheelset bearing cross-machine transfer monitoring under speed fluctuations Chao He Hongmei Shi Ruixin Li Jianbo Li Zujun Yu 105 43 0 17 Jun 2024
SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms Yifei Chen Zhu Zhu Shenghao Zhu Linwei Qiu Binfeng Zou ... Feiwei Qin Jin Fan Changmiao Wang Yu Gao Gang Yu MedIm 88 17 0 14 Jun 2024
Federated Learning with Flexible Architectures Jong-Ik Park Carlee Joe-Wong FedML 86 3 0 14 Jun 2024
Target Speaker Extraction with Curriculum Learning Yun Liu Xuechen Liu Xiaoxiao Miao Junichi Yamagishi 71 3 0 12 Jun 2024
Towards Fundamentally Scalable Model Selection: Asymptotically Fast Update and Selection Wenxiao Wang Weiming Zhuang Lingjuan Lyu 107 0 0 11 Jun 2024
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models Som Sagar Aditya Taparia Ransalu Senanayake 93 10 0 11 Jun 2024
Scaling Graph Convolutions for Mobile Vision William Avery Mustafa Munir R. Marculescu GNN 88 5 0 09 Jun 2024
Mamba YOLO: SSMs-Based YOLO For Object Detection Zeyu Wang Chen Li Huiying Xu Xinzhong Zhu Mamba 114 13 0 09 Jun 2024