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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
WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing Julian Strohmayer Matthias Wödlinger Martin Kampel 126 1 0 06 Nov 2024
Confidence Calibration of Classifiers with Many Classes Adrien LeCoz Stéphane Herbin Faouzi Adjed UQCV 87 1 0 05 Nov 2024
Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation Wei Dong Yuan Sun Yiting Yang Xing Zhang Zhijun Lin Qingsen Yan Han Zhang Peng Wang Yang Yang Hengtao Shen 93 1 0 30 Oct 2024
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 96 1 0 27 Oct 2024
Unlocking Comics: The AI4VA Dataset for Visual Understanding Peter Grönquist Deblina Bhattacharjee Bahar Aydemir Baran Ozaydin Tong Zhang Mathieu Salzmann Sabine Süsstrunk 36 1 0 27 Oct 2024
Learn 2 Rage: Experiencing The Emotional Roller Coaster That Is Reinforcement Learning Lachlan Mares Stefan Podgorski Ian Reid 51 0 0 24 Oct 2024
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? Lingao Xiao Yang He DD 99 7 0 21 Oct 2024
Opportunities and Challenges of Generative-AI in Finance Akshar Prabhu Desai Ganesh Satish Mallya Mohammad Luqman Tejasvi Ravi Nithya Kota Pranjul Yadav AIFin 127 4 0 21 Oct 2024
Efficient Deep Learning Board: Training Feedback Is Not All You Need Lina Gong Qi Gao Peng Li Mingqiang Wei Fei Wu OOD 91 0 0 17 Oct 2024
The Disparate Benefits of Deep Ensembles Kajetan Schweighofer Adrián Arnaiz-Rodríguez Sepp Hochreiter Nuria Oliver FedML 88 1 0 17 Oct 2024
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View Zhaorong Wang Yoshihiro Kanamori Yuki Endo 3DH 88 1 0 16 Oct 2024
Advancing Newborn Care: Precise Birth Time Detection Using AI-Driven Thermal Imaging with Adaptive Normalization Jorge García-Torres Øyvind Meinich-Bache Anders Johannessen Siren Rettedal Vilde Kolstad K. Engan 49 1 0 14 Oct 2024
Unraveling Movie Genres through Cross-Attention Fusion of Bi-Modal Synergy of Poster Utsav Nareti Chandranath Adak S. Chattopadhyay Pichao Wang 125 0 0 12 Oct 2024
Unlearning-based Neural Interpretations Ching Lam Choi Alexandre Duplessis Serge Belongie FAtt 268 0 0 10 Oct 2024
AI-Driven Early Mental Health Screening: Analyzing Selfies of Pregnant Women Gustavo A. Basílio Thiago B. Pereira Alessandro Lameiras Koerich Ludmila Dias Maria das Graças da S. Teixeira ... Amanda S. Mota Anilton S. Garcia Marco Aurélio K. Galletta Hermano Tavares T. M. Paixão 70 0 0 07 Oct 2024
DB-SAM: Delving into High Quality Universal Medical Image Segmentation Chao Qin Jiale Cao Huazhu Fu Fahad Shahbaz Khan Rao Muhammad Anwer MedIm 69 6 0 05 Oct 2024
Toward a Holistic Evaluation of Robustness in CLIP Models Weijie Tu Weijian Deng Tom Gedeon VLM 76 5 0 02 Oct 2024
Deep learning for action spotting in association football videos Silvio Giancola A. Cioppa Bernard Ghanem Marc Van Droogenbroeck 68 3 0 02 Oct 2024
Delving Deep into Engagement Prediction of Short Videos Dasong Li Wenjie Li Baili Lu Hongsheng Li Sizhuo Ma Gurunandan Krishnan Jian Wang 118 0 0 30 Sep 2024
REST-HANDS: Rehabilitation with Egocentric Vision Using Smartglasses for Treatment of Hands after Surviving Stroke Wiktor Mucha Kentaro Tanaka M. Kampel 82 0 0 30 Sep 2024
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms D. Stojanovski Mariana da Silva P. Lamata A. Beqiri Alberto Gomez MedIm DiffM 64 2 0 28 Sep 2024
Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning Daniel Gilkarov Ran Dubin 94 0 0 28 Sep 2024
SurfaceAI: Automated creation of cohesive road surface quality datasets based on open street-level imagery Alexandra Kapp Edith Hoffmann Esther Weigmann Helena Mihaljević 139 0 0 27 Sep 2024
Small data deep learning methodology for in-field disease detection David Herrera-Poyato Jacinto Domínguez-Rull Rosana Montes Inés Hernánde Ignacio Barrio Carlos Poblete-Echeverria Javier Tardaguila Francisco Herrera Andrés Herrera-Poyatos 23 0 0 25 Sep 2024
Enhanced Wavelet Scattering Network for image inpainting detection Barglazan Adrian-Alin Brad Remus 65 0 0 25 Sep 2024
TSCLIP: Robust CLIP Fine-Tuning for Worldwide Cross-Regional Traffic Sign Recognition Guoyang Zhao Fulong Ma Weiqing Qi Chenguang Zhang Yuxuan Liu Ming Liu Jun Ma VLM CLIP 418 3 0 23 Sep 2024
Enhancing Image Classification in Small and Unbalanced Datasets through Synthetic Data Augmentation Neil De La Fuente Mireia Majó Irina Luzko Henry Córdova Gloria Fernández-Esparrach Jorge Bernal 23 2 0 16 Sep 2024
The T05 System for The VoiceMOS Challenge 2024: Transfer Learning from Deep Image Classifier to Naturalness MOS Prediction of High-Quality Synthetic Speech Kaito Baba Wataru Nakata Yuki Saito Hiroshi Saruwatari VLM 117 17 0 14 Sep 2024
Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval Amirreza Mahbod Nematollah Saeidi Sepideh Hatamikia Ramona Woitek VLM MedIm 134 4 0 14 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge Thomas C Markhorst Jan van Gemert O. Kayhan 58 0 0 13 Sep 2024
Enhancing Canine Musculoskeletal Diagnoses: Leveraging Synthetic Image Data for Pre-Training AI-Models on Visual Documentations Martin Thißen Thi Ngoc Diep Tran Ben Joel Schonbein Ute Trapp Barbara Esteve Ratsch Beate Egner Romana Piat Elke Hergenröther MedIm 43 1 0 12 Sep 2024
A framework for measuring the training efficiency of a neural architecture Eduardo Cueto-Mendoza John D. Kelleher 84 1 0 12 Sep 2024
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets Ruochen Gao Donghang Lyu Marius Staring VLM MedIm 53 4 0 11 Sep 2024
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction Wen-Chin Huang Szu-Wei Fu Erica Cooper Ryandhimas E. Zezario Tomoki Toda Hsin-Min Wang Junichi Yamagishi Yu Tsao 91 12 0 11 Sep 2024
Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries Alvaro S. Rocamora Juan M. Espin Juan E. Tapia 71 2 0 10 Sep 2024
An Art-centric perspective on AI-based content moderation of nudity Piera Riccio Georgina Curto Thomas Hofmann Nuria Oliver 77 0 0 10 Sep 2024
PEERNet: An End-to-End Profiling Tool for Real-Time Networked Robotic Systems Aditya Narayanan Pranav Kasibhatla Minkyu Choi Po-han Li Ruihan Zhao Sandeep Chinchali 74 0 0 09 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 76 0 0 06 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 102 4 0 05 Sep 2024
LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones Moritz Nottebaum Matteo Dunnhofer C. Micheloni ViT 104 1 0 05 Sep 2024
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads Ioannis Panopoulos Stylianos I. Venieris I. Venieris 100 2 0 02 Sep 2024
Ig3D: Integrating 3D Face Representations in Facial Expression Inference Lu Dong Xiao Wang S. Setlur Venu Govindaraju Ifeoma Nwogu 3DH 88 1 0 29 Aug 2024
Turbulence Strength $C_n^2$ Estimation from Video using Physics-based Deep Learning R. Saha Esen Salcin Jihoo Kim Joseph Smith Suren Jayasuriya 53 6 0 29 Aug 2024
Activation function optimization method: Learnable series linear units (LSLUs) Chuan Feng Xi Lin Shiping Zhu Hongkang Shi Maojie Tang Hua Huang 69 0 0 28 Aug 2024
Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset Ammar Ahmed Ali Shariq Imran Zenun Kastrati Sher Muhammad Daudpota Mohib Ullah Waheed Noord 86 1 0 24 Aug 2024
FungiTastic: A multi-modal dataset and benchmark for image categorization Lukás Picek Klara Janouskova Milan Šulc Jirí Matas 160 1 0 24 Aug 2024
Animal Identification with Independent Foreground and Background Modeling Lukás Picek Lukás Neumann Jirí Matas VLM 103 3 0 23 Aug 2024
Enhanced Parking Perception by Multi-Task Fisheye Cross-view Transformers Antonyo Musabini Ivan Novikov Sana Soula Christel Leonet Lihao Wang Rachid Benmokhtar Fabian Burger Thomas Boulay Xavier Perrotton ViT 48 2 0 22 Aug 2024
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification Sudi Murindanyi Joyce Nakatumba-Nabende Rahman Sanya Rose Nakibuule Andrew Katumba VLM 84 1 0 22 Aug 2024
Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark Gabriel E. Lima Rayson Laroca Eduardo Santos Eduil Nascimento Jr. David Menotti 72 1 0 21 Aug 2024