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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
ViSE: Vision-Based 3D Online Shape Estimation of Continuously Deformable Robots Hehui Zheng Sebastian Pinzello Barnabas Gavin Cangan Thomas Buchner Robert K. Katzschmann 50 0 0 09 Nov 2022
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation Florian Schmid Khaled Koutini Gerhard Widmer ViT 86 60 0 09 Nov 2022
Enhancing Efficiency in Multidevice Federated Learning through Data Selection Fan Mo Mohammad Malekzadeh S. Chatterjee F. Kawsar Akhil Mathur FedML 171 2 0 08 Nov 2022
Towards a mathematical understanding of learning from few examples with nonlinear feature maps Oliver J. Sutton Alexander N. Gorban I. Tyukin 56 3 0 07 Nov 2022
MogaNet: Multi-order Gated Aggregation Network Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 112 65 0 07 Nov 2022
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier Michal Byra P. Karwat Ivan Ryzhankow Piotr Komorowski Z. Klimonda Lukasz Fura A. Pawlowska N. Zolek J. Litniewski 25 2 0 03 Nov 2022
An Aggregation of Aggregation Methods in Computational Pathology M. Bilal R. Jewsbury Ruoyu Wang Hammam M. AlGhamdi Amina Asif Mark Eastwood Nasir M. Rajpoot 90 29 0 02 Nov 2022
SleepyWheels: An Ensemble Model for Drowsiness Detection leading to Accident Prevention Jomin Jose J. Andrew K. Raimond S. Vincent 23 1 0 01 Nov 2022
Tech Report: One-stage Lightweight Object Detectors Deokki Hong ObjD 40 0 0 31 Oct 2022
Universal Adversarial Directions Ching Lam Choi Farzan Farnia AAML 57 0 0 28 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 110 171 0 24 Oct 2022
Large-batch Optimization for Dense Visual Predictions Zeyue Xue Jianming Liang Guanglu Song Zhuofan Zong Liang Chen Yu Liu Ping Luo VLM 98 9 0 20 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers Tao Tang Changlin Li Guangrun Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang ViT 83 1 0 16 Oct 2022
Variant Parallelism: Lightweight Deep Convolutional Models for Distributed Inference on IoT Devices Navidreza Asadi M. Goudarzi OODD VLM 76 1 0 15 Oct 2022
CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models Denis Kuznedelev Eldar Kurtic Elias Frantar Dan Alistarh VLM ViT 88 13 0 14 Oct 2022
BLOX: Macro Neural Architecture Search Benchmark and Algorithms Thomas C. P. Chau Łukasz Dudziak Hongkai Wen Nicholas D. Lane Mohamed S. Abdelfattah 74 13 0 13 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 120 51 0 13 Oct 2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces Eric N. D. Nguyen Karan Goel Albert Gu Gordon W. Downs Preey Shah Tri Dao S. Baccus Christopher Ré VLM 93 41 0 12 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 143 104 0 12 Oct 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 81 7 0 11 Oct 2022
Deep learning model compression using network sensitivity and gradients M. Sakthi N. Yadla Raj Pawate 61 2 0 11 Oct 2022
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems Chawin Sitawarin Florian Tramèr Nicholas Carlini AAML 128 8 0 07 Oct 2022
The Lie Derivative for Measuring Learned Equivariance Nate Gruver Marc Finzi Micah Goldblum A. Wilson 99 40 0 06 Oct 2022
Active Image Indexing Pierre Fernandez Matthijs Douze Hervé Jégou Teddy Furon VLM 78 10 0 05 Oct 2022
MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Chenglin Yang Siyuan Qiao Qihang Yu Xiaoding Yuan Yukun Zhu Alan Yuille Hartwig Adam Liang-Chieh Chen ViT MoE 130 66 0 04 Oct 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search Thanh Tien Vu Yan-Quan Zhou Chun-Yung Wen Yueqi Li Jan-Michael Frahm 86 4 0 04 Oct 2022
DARE: A large-scale handwritten date recognition system Christian Moller Dahl Torben S. D. Johansen Emil N. Sørensen Christian Westermann Simon Wittrock AI4TS 84 1 0 02 Oct 2022
Bounded Future MS-TCN++ for surgical gesture recognition Adam Goldbraikh Netanell Avisdris Carla M. Pugh S. Laufer 69 6 0 29 Sep 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search Slawomir Kierat Mateusz Sieniawski Denys Fridman Chendi Yu Szymon Migacz Pawel M. Morkisz A. Fit-Florea 3DPC 57 0 0 23 Sep 2022
Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation Thomas Buddenkotte L. E. Sanchez Mireia Crispin-Ortuzar Ramona Woitek C. McCague James D. Brenton Ozan Oktem Evis Sala L. Rundo UQCV 81 2 0 20 Sep 2022
Neural Networks Reduction via Lumping Dalila Ressi Riccardo Romanello S. Rossi Carla Piazza 84 4 0 15 Sep 2022
NAAP-440 Dataset and Baseline for Neural Architecture Accuracy Prediction Tal Hakim 72 1 0 14 Sep 2022
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification K. Prokofiev V. Sovrasov VLM 88 10 0 14 Sep 2022
An Analysis of Collocation on GPUs for Deep Learning Training Ties Robroek Ehsan Yousefzadeh-Asl-Miandoab Pınar Tözün 86 12 0 13 Sep 2022
Unsupervised Video Object Segmentation via Prototype Memory Network Minhyeok Lee Suhwan Cho Seung-Hyun Lee Chaewon Park Sangyoun Lee VOS 95 38 0 08 Sep 2022
The Role Of Biology In Deep Learning Robert Bain 65 0 0 07 Sep 2022
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery O. Ghorbanzadeh Yonghao Xu Hengwei Zhao Junjue Wang Yanfei Zhong ... Xiao Xiang Zhu Lin Bai Wei-le Li Wei Peng Pedram Ghamisi 116 47 0 06 Sep 2022
vieCap4H-VLSP 2021: Vietnamese Image Captioning for Healthcare Domain using Swin Transformer and Attention-based LSTM THANH VAN NGUYEN Long H. Nguyen Nhat Truong Pham Liu Tai Nguyen Van Huong Do Hai Nguyen Ngoc Duy Nguyen VLM ViT 50 1 0 03 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 111 92 0 31 Aug 2022
Hardware-aware mobile building block evaluation for computer vision Maxim Bonnaerens Matthias Anton Freiberger Marian Verhelst J. Dambre 88 1 0 26 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 62 1 0 23 Aug 2022
AniWho : A Quick and Accurate Way to Classify Anime Character Faces in Images Martinus Grady Naftali Jason Sebastian Sulistyawan Kelvin Julian 3DH CVBM 96 4 0 23 Aug 2022
FocusFormer: Focusing on What We Need via Architecture Sampler Jing Liu Jianfei Cai Bohan Zhuang 69 8 0 23 Aug 2022
Multilayer deep feature extraction for visual texture recognition Lucas O. Lyra A. Fabris J. Florindo 116 2 0 22 Aug 2022
Restructurable Activation Networks Kartikeya Bhardwaj James Ward Caleb Tung Dibakar Gope Lingchuan Meng Igor Fedorov A. Chalfin P. Whatmough Danny Loh 89 5 0 17 Aug 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen R. Tao Han Zhang Yidong Wang Xiang Li Weirong Ye Jindong Wang Guosheng Hu Marios Savvides VPVLM 129 57 0 15 Aug 2022
How Well Do Vision Transformers (VTs) Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification Vincent Tonkes M. Sabatelli ViT 71 6 0 09 Aug 2022
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training Benedict Yeoh Huijuan Wang GNN 82 1 0 03 Aug 2022
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 71 2 0 27 Jul 2022
Convolutional Embedding Makes Hierarchical Vision Transformer Stronger Cong Wang Hongmin Xu Xiong Zhang Li Wang Zhitong Zheng Haifeng Liu ViT 61 23 0 27 Jul 2022