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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
A Novel Voronoi-based Convolutional Neural Network Framework for Pushing Person Detection in Crowd Videos A. Alia Mohammed Maree Mohcine Chraibi A. Seyfried 30 5 0 11 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 64 0 0 10 Oct 2023
Watt For What: Rethinking Deep Learning's Energy-Performance Relationship Shreyank N. Gowda Xinyue Hao Gen Li Laura Sevilla-Lara Shashank Narayana Gowda HAI 93 12 0 10 Oct 2023
Precise Payload Delivery via Unmanned Aerial Vehicles: An Approach Using Object Detection Algorithms Aditya Vadduri Anagh Benjwal Abhishek Pai Elkan Quadros Aniruddh Kammar Prajwal Uday 22 0 0 10 Oct 2023
Diffusion Models as Masked Audio-Video Learners Elvis Nunez Yanzi Jin Mohammad Rastegari Sachin Mehta Maxwell Horton 58 2 0 05 Oct 2023
Visual inspection for illicit items in X-ray images using Deep Learning Ioannis Mademlis Georgios Batsis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos 59 4 0 05 Oct 2023
Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs Mehdi Neshat Muktar Ahmed Hossein Askari M. Thilakaratne Seyedali Mirjalili 34 26 0 04 Oct 2023
How Close are Other Computer Vision Tasks to Deepfake Detection? H. Nguyen Junichi Yamagishi Isao Echizen CVBM 58 2 0 02 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 125 7 0 30 Sep 2023
Convolutional Networks with Oriented 1D Kernels Alexandre Kirchmeyer Jia Deng 108 5 0 27 Sep 2023
Decision Fusion Network with Perception Fine-tuning for Defect Classification Xiaoheng Jiang Shilong Tian Zhiwen Zhu Yang Lu Hao Liu Li Chen Shupan Li Mingliang Xu 96 1 0 22 Sep 2023
Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction Ahbishek Srinivasan J. C. Andresen Anders Holst 25 2 0 21 Sep 2023
Sentence Attention Blocks for Answer Grounding Seyedalireza Khoshsirat Chandra Kambhamettu 82 8 0 20 Sep 2023
Multi-Context Dual Hyper-Prior Neural Image Compression Atefeh Khoshkhahtinat Ali Zafari P. Mehta Mohammad Akyash Hossein Kashiani Nasser M. Nasrabadi 81 6 0 19 Sep 2023
A Real-Time Active Speaker Detection System Integrating an Audio-Visual Signal with a Spatial Querying Mechanism I. Gurvich Ido Leichter Dharmendar Reddy Palle Yossi Asher Alon Vinnikov Igor Abramovski Vishak Gopal Ross Cutler Eyal Krupka 60 4 0 15 Sep 2023
Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs Md Awsafur Rahman Bishmoy Paul Najibul Haque Sarker Zaber Ibn Abdul Hakim S. Fattah Mohammad Saquib 71 3 0 15 Sep 2023
Empowering Visually Impaired Individuals: A Novel Use of Apple Live Photos and Android Motion Photos Seyedalireza Khoshsirat Chandra Kambhamettu 76 9 0 14 Sep 2023
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity Matteo Grimaldi Darshan C. Ganji Ivan Lazarevich Sudhakar Sah 69 10 0 12 Sep 2023
CitDet: A Benchmark Dataset for Citrus Fruit Detection Jordan A. James Heather K. Manching Matthew R. Mattia Kim D. Bowman Amanda M. Hulse-Kemp William J. Beksi 104 5 0 11 Sep 2023
SparseSwin: Swin Transformer with Sparse Transformer Block Krisna Pinasthika Blessius Sheldo Putra Laksono Riyandi Banovbi Putera Irsal Syifa’ Hukma Shabiyya N. Yudistira ViT 91 19 0 11 Sep 2023
On the Efficacy of Multi-scale Data Samplers for Vision Applications Elvis Nunez Thomas Merth Anish K. Prabhu Mehrdad Farajtabar Mohammad Rastegari Sachin Mehta Maxwell Horton 63 1 0 08 Sep 2023
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Nhat-Tan Bui Dinh-Hieu Hoang Quang-Thuc Nguyen Minh-Triet Tran Ngan Le 71 32 0 06 Sep 2023
Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy Q. H. Cap Atsushi Fukuda S. Kagiwada H. Uga Nobusuke Iwasaki Hitoshi Iyatomi 91 8 0 05 Sep 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS Emily Herron Derek C. Rose Steven R. Young 59 0 0 01 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation Yifan Pu Yizeng Han Yulin Wang Junlan Feng Chao Deng Gao Huang 105 29 0 01 Sep 2023
RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion Zhiqiang Yan Xiang Li Le Hui Zhenyu Zhang Jun Yu Li Jian Yang VLM 3DV 113 5 0 01 Sep 2023
CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel Metric Karl Audun Borgersen Morten Goodwin Olsen Jivitesh Sharma Tobias Aasmoe M. Leonhardsen G. H. Rørvik 79 1 0 30 Aug 2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints Wenxing Xu Yuanchun Li Jiacheng Liu Yiyou Sun Zhengyang Cao Yixuan Li Hao Wen Yunxin Liu 98 1 0 29 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 101 1 0 28 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 141 21 0 27 Aug 2023
Boosting Residual Networks with Group Knowledge Shengji Tang Peng Ye Baopu Li Wei Lin Tao Chen Tong He Chong Yu Wanli Ouyang 81 5 0 26 Aug 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs P. Phothilimthana Sami Abu-El-Haija Kaidi Cao Bahare Fatemi Mike Burrows Charith Mendis Bryan Perozzi GNN AI4TS 127 20 0 25 Aug 2023
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning Yan Luo Minfei Shi Yu Tian T. Elze Mengyu Wang 83 16 0 25 Aug 2023
Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference Tianshi Xu Meng Li Runsheng Wang R. Huang FedML 68 6 0 25 Aug 2023
Augmenting medical image classifiers with synthetic data from latent diffusion models Luke Sagers James A. Diao Luke Melas-Kyriazi Matthew Groh Pranav Rajpurkar A. Adamson V. Rotemberg Roxana Daneshjou Arjun K. Manrai DiffM MedIm 95 15 0 23 Aug 2023
Generalized Sum Pooling for Metric Learning †. YetiZ.Gürbüz Ozan Sener Alatan RSiM FedML 90 7 0 18 Aug 2023
The Utility of the Virtual Imaging Trials Methodology for Objective Characterization of AI Systems and Training Data F. I. Tushar Lavsen Dahal S. Sotoudeh-Paima E. Abadi W. Paul Segars Ehsan Samei J. Lo 74 1 0 17 Aug 2023
Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling Lequn Chen Weixin Deng Anirudh Canumalla Yu Xin Danyang Zhuo Matthai Philipose Arvind Krishnamurthy 71 3 0 14 Aug 2023
Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices Jakub M. Kwiatkowski K. Krawiec 63 1 0 12 Aug 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 69 3 0 10 Aug 2023
Sparse Binary Transformers for Multivariate Time Series Modeling Matt Gorbett Hossein Shirazi I. Ray AI4TS 88 15 0 09 Aug 2023
Leveraging Cloud Computing to Make Autonomous Vehicles Safer Peter Schafhalter Sukrit Kalra Le Xu Joseph E. Gonzalez Ion Stoica 68 18 0 06 Aug 2023
A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification Linyi Qian Qiang Huang Yulin Chen Junzhou Chen 65 2 0 05 Aug 2023
Efficient Model Adaptation for Continual Learning at the Edge Z. Daniels Jun Hu M. Lomnitz P.E.T.E.R.G. Miller Aswin Raghavan Joe Zhang M. Piacentino David C. Zhang OOD 86 2 0 03 Aug 2023
Open Problems in Computer Vision for Wilderness SAR and The Search for Patricia Wu-Murad Thomas Manzini Robin Murphy 43 5 0 26 Jul 2023
Adaptive Frequency Filters As Efficient Global Token Mixers Zhipeng Huang Zhizheng Zhang Cuiling Lan Zhengjun Zha Yan Lu B. Guo 78 45 0 26 Jul 2023
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition Amirhossein Aminimehr Amir Molaei Min Zhang 85 1 0 23 Jul 2023
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans Afsah Saleem Zaid Ilyas David Suter Ghulam Mubashar Hassan Siobhan Reid J. Schousboe R. Prince W. Leslie J. Lewis Syed Zulqarnain Gilani 55 1 0 22 Jul 2023
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning Yao Wen GuoPeng Zhang Kezhi Wang Kun Yang FedML 62 3 0 21 Jul 2023
XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge Karan Shah Vishruth Veerendranath Anushka Hebbar Raghavendra Bhat 52 0 0 21 Jul 2023