v1v2v3 (latest)

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
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 73 47 0 27 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 145 76 0 19 Jul 2022
Improved lightweight identification of agricultural diseases based on MobileNetV3 Yuhang Jiang Wenping Tong 35 0 0 19 Jul 2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging Shishir G. Patil Paras Jain P. Dutta Ion Stoica Joseph E. Gonzalez 79 37 0 15 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 84 78 0 15 Jul 2022
ScaleNet: Searching for the Model to Scale Jiyang Xie Xiu Su Shan You Zhanyu Ma Fei Wang Chao Qian 91 5 0 15 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization Weijian Deng Stephen Gould Liang Zheng OOD 91 19 0 14 Jul 2022
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Qi Zhao Shuchang Lyu Wenpei Bai Linghan Cai Binghao Liu Guangliang Cheng Meijing Wu Xiubo Sang Min Yang Lijiang Chen 60 8 0 14 Jul 2022
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies Arnout van Soesbergen Zedong Chu Miaojing Shi Mark Mulligan 93 13 0 12 Jul 2022
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices Harlin Lee Aaqib Saeed 94 2 0 12 Jul 2022
SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the Wild Jie Qin Shuaihang Yuan Jiaxin Chen Boulbaba Ben Amor Yi Fang ... Haiqin Chen Yan Wang Qunying Zhou Ji Zhang Hongyu Wang 3DV 85 9 0 11 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 188 6,678 0 06 Jul 2022
Multi-Label Retinal Disease Classification using Transformers Manuel A. Rodríguez Hasan Al-Marzouqi P. Liatsis MedIm 61 54 0 05 Jul 2022
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers Runsheng Xu Zhengzhong Tu Hao Xiang Wei Shao Bolei Zhou Jiaqi Ma 156 229 0 05 Jul 2022
VEDLIoT: Very Efficient Deep Learning in IoT M. Kaiser R. Griessl N. Kucza C. Haumann L. Tigges ... James Ménétrey K. Gugala P. Zierhoffer E. Knauss Hans-Martin Heyn 23 8 0 01 Jul 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 90 8 0 28 Jun 2022
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection D. Coccomini R. Caldelli Fabrizio Falchi Claudio Gennaro Giuseppe Amato ViT 347 31 0 28 Jun 2022
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search Taehyeon Kim Heesoo Myeong Se-Young Yun 89 2 0 27 Jun 2022
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images Fagner Cunha E. M. Santos J. Colonna 156 16 0 24 Jun 2022
Few-shot Long-Tailed Bird Audio Recognition Marcos V. Conde Ui-Jin Choi 60 8 0 22 Jun 2022
Global Context Vision Transformers Ali Hatamizadeh Hongxu Yin Greg Heinrich Jan Kautz Pavlo Molchanov ViT 84 129 0 20 Jun 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya J. Bronskill Massimiliano Patacchiola Sebastian Nowozin Richard Turner 3DH FedML 104 28 0 17 Jun 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 80 4 0 17 Jun 2022
Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network Abhishek Srivastava Nikhil Kumar Tomar Ulas Bagci Debesh Jha MedIm 62 16 0 16 Jun 2022
MobileOne: An Improved One millisecond Mobile Backbone Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan 140 168 0 08 Jun 2022
AugLoss: A Robust Augmentation-based Fine Tuning Methodology Kyle Otstot J. Cava Tyler Sypherd Lalitha Sankar 63 0 0 05 Jun 2022
Which models are innately best at uncertainty estimation? Ido Galil Mohammed Dabbah Ran El-Yaniv UQCV 81 5 0 05 Jun 2022
Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks Ali Karimi Seyedeh-Zahra Mousavi Kouzehkanan Reshad Hosseini Hadi Asheri 38 1 0 02 Jun 2022
Dog nose print matching with dual global descriptor based on Contrastive Learning Bin Li Zhong Wang Nan Wu Shuai Shi Qijun Ma SSL 30 4 0 01 Jun 2022
CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection Royden Wagner K. Rohr ViT MedIm 76 5 0 01 Jun 2022
Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets Leandro M. de Lima R. Krohling ViT MedIm 72 11 0 30 May 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 59 97 0 30 May 2022
EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction Han Cai Junyan Li Muyan Hu Chuang Gan Song Han 107 58 0 29 May 2022
Concurrent Neural Tree and Data Preprocessing AutoML for Image Classification Anish Thite Mohan Dodda Pulak Agarwal Jason Zutty 60 3 0 25 May 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 126 201 0 25 May 2022
TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models A. Engel Zhichao Wang Anand D. Sarwate Sutanay Choudhury Tony Chiang 101 3 0 24 May 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder Yair Zohav Maor Ashkenazi Eran Treister 120 23 0 24 May 2022
Dynamic Split Computing for Efficient Deep Edge Intelligence Arian Bakhtiarnia Nemanja Milošević Qi Zhang Dragana Bajović Alexandros Iosifidis 66 29 0 23 May 2022
CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network Yaodong Yu S. Horng 44 0 0 19 May 2022
A unified framework for dataset shift diagnostics Felipe Maia Polo Rafael Izbicki Evanildo G. Lacerda J. Ibieta-Jimenez R. Vicente 77 14 0 17 May 2022
Feature Extractor Stacking for Cross-domain Few-shot Learning Hongyu Wang Eibe Frank Bernhard Pfahringer Michael Mayo G. Holmes 73 5 0 12 May 2022
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis Wuyang Chen Wei-Ping Huang Xinyu Gong Boris Hanin Zhangyang Wang 97 7 0 11 May 2022
DcnnGrasp: Towards Accurate Grasp Pattern Recognition with Adaptive Regularizer Learning Xiaoqin Zhang Ziwei Huang Jingjing Zheng Shuo Wang Xianta Jiang 58 3 0 11 May 2022
Neural Architecture Search using Property Guided Synthesis Charles Jin P. Phothilimthana Sudip Roy 89 6 0 08 May 2022
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers Junting Pan Adrian Bulat Fuwen Tan Xiatian Zhu Łukasz Dudziak Hongsheng Li Georgios Tzimiropoulos Brais Martínez ViT 100 198 0 06 May 2022
Reinforced Swin-Convs Transformer for Underwater Image Enhancement Tingdi Ren Haiyong Xu G. Jiang Mei Yu Ting Luo ViT 49 5 0 01 May 2022
EndoMapper dataset of complete calibrated endoscopy procedures P. Azagra C. Sostres Ángel Ferrandez L. Riazuelo Clara Tomasini ... Javier Civera Juan D. Tardós Ana C. Murillo Á. Lanas José M.M. Montiel 105 53 0 29 Apr 2022
The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild Spyridon Baxevanakis Giorgos Kordopatis-Zilos Panagiotis Galopoulos Lazaros Apostolidis Killian Levacher Ipek B. Schlicht Denis Teyssou I. Kompatsiaris Symeon Papadopoulos 80 8 0 27 Apr 2022
GPUNet: Searching the Deployable Convolution Neural Networks for GPUs Linnan Wang Chenhan D. Yu Satish Salian Slawomir Kierat Szymon Migacz A. Fit-Florea 46 11 0 26 Apr 2022
PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Zhaoqi Leng Mingxing Tan Chenxi Liu E. D. Cubuk Xiaojie Shi Shuyang Cheng Drago Anguelov 94 141 0 26 Apr 2022