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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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Learning to utilize image second-order derivative information for crisp edge detection Changsong Liu Wei Zhang Mingyang Li Wei Zhang Yanyan Liu Yuchen Li W. Li L. Zhang 134 0 0 09 Jun 2024
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision Pranav Jeevan Amit Sethi VLM 105 5 0 09 Jun 2024
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 136 4 0 06 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 102 0 0 05 Jun 2024
Investigating and unmasking feature-level vulnerabilities of CNNs to adversarial perturbations Davide Coppola Hwee Kuan Lee AAML 87 1 0 31 May 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos Volkan Cevher DiffM 90 3 0 29 May 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention Bencheng Liao Xinggang Wang Lianghui Zhu Qian Zhang Chang Huang 121 4 0 28 May 2024
How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect Siddhartha K. Vemuri Raj Sanjay Shah Sashank Varma VLM 80 5 0 25 May 2024
Hand bone age estimation using divide and conquer strategy and lightweight convolutional neural networks Amin Ahmadi Kasani H. Sajedi 78 8 0 23 May 2024
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification Kaizheng Wang Fabio Cuzzolin Keivan K1 Shariatmadar David Moens Hans Hallez UQCV BDL 130 6 0 23 May 2024
Scaling-laws for Large Time-series Models Thomas D. P. Edwards James Alvey Justin Alsing Nam H. Nguyen Benjamin Dan Wandelt AI4TS AIFin 80 7 0 22 May 2024
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks Mohit Prabhushankar Ghassan AlRegib UQCV 88 0 0 22 May 2024
NFCL: Simply interpretable neural networks for a short-term multivariate forecasting Wonkeun Jo Dongil Kim AI4TS 68 0 0 22 May 2024
Hierarchical Selective Classification Shani Goren Ido Galil Ran El-Yaniv BDL 95 2 0 19 May 2024
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset Johannes Ruckert Louise Bloch Raphael Brüngel Ahmad Idrissi-Yaghir Henning Schafer ... A. G. S. D. Herrera Henning Müller Peter A. Horn F. Nensa Christoph M. Friedrich 86 33 0 16 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 117 12 0 14 May 2024
TattTRN: Template Reconstruction Network for Tattoo Retrieval Lázaro J. González Soler Maciej Salwowski Christian Rathgeb Daniel Fischer 103 1 0 13 May 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs Mustafa Munir William Avery Md Mostafijur Rahman R. Marculescu GNN 102 14 0 10 May 2024
Evaluating Adversarial Robustness in the Spatial Frequency Domain Keng-Hsin Liao Chin-Yuan Yeh Hsi-Wen Chen Ming-Syan Chen 71 0 0 10 May 2024
Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies Jonathan Serrano-Pérez Raquel Díaz-Hernández L. Sucar 57 1 0 03 May 2024
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis H. Nguyen Junichi Yamagishi Isao Echizen 134 9 0 01 May 2024
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection K. Tsigos Evlampios Apostolidis Spyridon Baxevanakis Symeon Papadopoulos Vasileios Mezaris AAML 68 9 0 29 Apr 2024
Reinforcement Learning with Generative Models for Compact Support Sets Nico Schiavone Xingyu Li 50 0 0 25 Apr 2024
CAGE: Circumplex Affect Guided Expression Inference Niklas Wagner Felix Mätzler S. R. Vossberg Helen Schneider Svetlana Pavlitska J. Marius Zöllner 76 5 0 23 Apr 2024
Revisiting Neural Networks for Continual Learning: An Architectural Perspective Aojun Lu Tao Feng Hangjie Yuan Xiaotian Song Yanan Sun 92 10 0 23 Apr 2024
Reliable Model Watermarking: Defending Against Theft without Compromising on Evasion Markus Frey Sichu Liang Wentao Hu Matthias Nau Ju Jia Shilin Wang AAML 89 4 0 21 Apr 2024
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images Dmytro Shvetsov Joonas Ariva M. Domnich Raul Vicente Dmytro Fishman MedIm 78 0 0 19 Apr 2024
GhostNetV3: Exploring the Training Strategies for Compact Models Zhenhua Liu Zhiwei Hao Kai Han Yehui Tang Yunhe Wang 78 17 0 17 Apr 2024
Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification Yu-Yang Li Yu Bai Cunshi Wang Mengwei Qu Ziteng Lu Roberto Soria Jifeng Liu 84 2 0 16 Apr 2024
Lowering PyTorch's Memory Consumption for Selective Differentiation Samarth Bhatia Felix Dangel 54 1 0 15 Apr 2024
In My Perspective, In My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition Wiktor Mucha Martin Kampel EgoV 140 6 0 14 Apr 2024
Neural Optimizer Equation, Decay Function, and Learning Rate Schedule Joint Evolution Brandon Morgan Dean Frederick Hougen ODL 92 0 0 10 Apr 2024
Evolving Loss Functions for Specific Image Augmentation Techniques Brandon Morgan Dean Frederick Hougen 119 0 0 09 Apr 2024
CNN-based Game State Detection for a Foosball Table David Hagens Jan Knaup Elke Hergenröther Andreas Weinmann 24 0 0 08 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A Survey Hou-I Liu Marco Galindo Hongxia Xie Lai-Kuan Wong Hong-Han Shuai Yung-Hui Li Wen-Huang Cheng 138 67 0 08 Apr 2024
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling Shahzad Ali Y. Lee S. Park Won Young Tak Soon Ki Jung 74 0 0 05 Apr 2024
Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network Daniel Panangian Ksenia Bittner DiffM 71 2 0 05 Apr 2024
Learning Correlation Structures for Vision Transformers Manjin Kim Paul Hongsuck Seo Cordelia Schmid Minsu Cho ViT 102 11 0 05 Apr 2024
Performance of computer vision algorithms for fine-grained classification using crowdsourced insect images Rita Pucci Vincent J. Kalkman Dan Stowell 60 2 0 04 Apr 2024
Scaling Laws for Galaxy Images Mike Walmsley Micah Bowles Anna M. M. Scaife Jason Shingirai Makechemu Alexander J. Gordon ... Chris J. Lintott K. Mantha Devina Mohan David O’Ryan Inigo V. Slijepevic 108 4 0 03 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 180 0 0 03 Apr 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era Jienneg Chen Qihang Yu Xiaohui Shen Alan Yuille Liang-Chieh Chen 3DV VLM 109 29 0 02 Apr 2024
A General and Efficient Training for Transformer via Token Expansion Wenxuan Huang Yunhang Shen Jiao Xie Baochang Zhang Gaoqi He Ke Li Xing Sun Shaohui Lin 111 3 0 31 Mar 2024
DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu Shentong Mo Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 84 3 0 31 Mar 2024
Long-Tailed Recognition on Binary Networks by Calibrating A Pre-trained Model Jihun Kim Dahyun Kim Hyungrok Jung Taeil Oh Jonghyun Choi MQ 124 0 0 30 Mar 2024
Rewrite the Stars Xu Ma Xiyang Dai Yue Bai Yizhou Wang Yun Fu 70 124 0 29 Mar 2024
Efficient Modulation for Vision Networks Xu Ma Xiyang Dai Jianwei Yang Bin Xiao Yinpeng Chen Yun Fu Lu Yuan 119 19 0 29 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 90 17 0 28 Mar 2024
Tiny Machine Learning: Progress and Futures Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han 90 60 0 28 Mar 2024
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset Mohamed Elmanna A. Elsafty Yomna Ahmed Muhammad Rushdi Ahmed Morsy 44 4 0 27 Mar 2024