EfficientNetV2: Smaller Models and Faster Training

1 April 2021

Mingxing Tan

Papers citing "EfficientNetV2: Smaller Models and Faster Training"

50 / 271 papers shown

Title
V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Guilherme Vieira Neto Marcos Eduardo Valle 31 0 0 08 May 2025
PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs Lukas Meiner Jens Mehnert A. P. Condurache MQ 42 0 0 06 May 2025
DCS-ST for Classification of Breast Cancer Histopathology Images with Limited Annotations Liu Suxing Byungwon Min 40 0 0 06 May 2025
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai Haoran Wang Gaochang Wu Tianyou Chai Xiatian Zhu 34 0 0 02 May 2025
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang Li Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 42 0 0 01 May 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 55 0 0 26 Mar 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 45 0 0 25 Mar 2025
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark Ying Liu Yijing Hua Haojiang Chai Yanbo Wang TengQi Ye ObjD 64 0 0 19 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 63 0 0 13 Mar 2025
Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models Tijs Konijn Imaan Bijl Lu Cao Fons Verbeek 53 0 0 10 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 60 1 0 08 Mar 2025
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 39 0 0 28 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 96 3 0 21 Feb 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 70 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 45 0 0 11 Feb 2025
Kolmogorov-Arnold Fourier Networks Jusheng Zhang Yijia Fan Kaitong Cai Keze Wang 68 0 0 09 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 56 0 0 04 Feb 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 84 5 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 39 0 0 21 Jan 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 78 5 0 20 Jan 2025
Dataset Distillation via Committee Voting Jiacheng Cui Zhaoyi Li Xiaochen Ma Xinyue Bi Yaxin Luo Zhiqiang Shen DD FedML 53 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 59 1 0 13 Jan 2025
A Tale of Two Imperatives: Privacy and Explainability Supriya Manna Niladri Sett 159 0 0 30 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 100 1 0 14 Dec 2024
SL-YOLO: A Stronger and Lighter Drone Target Detection Model Defan Chen Luchan Zhang ObjD 89 0 0 18 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 36 0 0 14 Nov 2024
Confidence Calibration of Classifiers with Many Classes Adrien LeCoz Stéphane Herbin Faouzi Adjed UQCV 37 1 0 05 Nov 2024
Opportunities and Challenges of Generative-AI in Finance Akshar Prabhu Desai Ganesh Satish Mallya Mohammad Luqman Tejasvi Ravi Nithya Kota Pranjul Yadav AIFin 45 2 0 21 Oct 2024
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View Zhaorong Wang Yoshihiro Kanamori Yuki Endo 3DH 48 1 0 16 Oct 2024
Unlearning-based Neural Interpretations Ching Lam Choi Alexandre Duplessis Serge Belongie FAtt 49 0 0 10 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 33 5 0 05 Oct 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 16 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 176 3 0 23 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 33 8 0 14 Sep 2024
Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval A. Mahbod Nematollah Saeidi Sepideh Hatamikia Ramona Woitek VLM MedIm 31 2 0 14 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 39 3 0 11 Sep 2024
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction Wen-Chin Huang Szu-Wei Fu Erica Cooper Ryandhimas E. Zezario T. Toda Hsin-Min Wang Junichi Yamagishi Yu Tsao 32 5 0 11 Sep 2024
FungiTastic: A multi-modal dataset and benchmark for image categorization Lukás Picek Klara Janouskova Milan Šulc Jirí Matas 77 1 0 24 Aug 2024
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks Anubhav Gupta Islam I. Osman Mohamed S. Shehata John W. Braun 29 1 0 20 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 41 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 47 1 0 10 Jul 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 45 59 0 10 Jul 2024
Analytic Convolutional Layer: A Step to Analytic Neural Network Jingmao Cui Donglai Tao Linmi Tao Ruiyang Liu Yu Cheng 31 0 0 03 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 32 7 0 28 Jun 2024
Modulated Differentiable STFT and Balanced Spectrum Metric for Freight Train Wheelset Bearing Cross-machine Transfer Fault Diagnosis under Speed Fluctuations Chao He Hongmei Shi Ruixin Li Jianbo Li Zujun Yu 49 32 0 17 Jun 2024
Federated Learning with Flexible Architectures Jong-Ik Park Carlee Joe-Wong FedML 45 3 0 14 Jun 2024
Learning to utilize image second-order derivative information for crisp edge detection Changsong Liu Wei Zhang Mingyang Li Yimeng Fan Yanyan Liu Y. Li W. Li L. Zhang 42 0 0 09 Jun 2024
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision Pranav Jeevan Amit Sethi VLM 39 4 0 09 Jun 2024
VWise: A novel benchmark for evaluating scene classification for vehicular applications Pedro Azevedo Emanuella Araújo Gabriel Pierre W. Costa Joao Marcelo Teixeira Valter Ferreira Roberto Jones Veronica Teichrieb 40 0 0 05 Jun 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos V. Cevher DiffM 52 3 0 29 May 2024