ResNet strikes back: An improved training procedure in timm

1 October 2021

Papers citing "ResNet strikes back: An improved training procedure in timm"

50 / 306 papers shown

Title
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization Jonas Geiping Micah Goldblum Gowthami Somepalli Ravid Shwartz-Ziv Tom Goldstein A. Wilson 107 43 0 12 Oct 2022
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment Haoning Wu Chaofeng Chen Liang Liao Jingwen Hou Wenxiu Sun Qiong Yan Liang Feng Weisi Lin 94 45 0 11 Oct 2022
A Differentiable Distance Approximation for Fairer Image Classification Nicholas Rosa Tom Drummond Mehrtash Harandi 73 0 0 09 Oct 2022
Understanding the Covariance Structure of Convolutional Filters Asher Trockman Devin Willmott J. Zico Kolter 94 13 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
Block-wise Training of Residual Networks via the Minimizing Movement Scheme Skander Karkar Ibrahim Ayed Emmanuel de Bézenac Patrick Gallinari 68 1 0 03 Oct 2022
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations Grégoire Mialon Randall Balestriero Yann LeCun 98 10 0 29 Sep 2022
A Light Recipe to Train Robust Vision Transformers Edoardo Debenedetti Vikash Sehwag Prateek Mittal ViT 101 71 0 15 Sep 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 71 11 0 15 Sep 2022
Revisiting Neural Scaling Laws in Language and Vision Ibrahim Alabdulmohsin Behnam Neyshabur Xiaohua Zhai 235 111 0 13 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng Stefanos Zafeiriou 86 11 0 11 Sep 2022
OpenMixup: A Comprehensive Mixup Benchmark for Visual Classification Siyuan Li Zedong Wang Zicheng Liu Di Wu Cheng Tan Weiyang Jin Stan Z. Li VLM 86 33 0 11 Sep 2022
Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer Cassidy Pirlot Richard C. Gerum Cory Efird J. Zylberberg Alona Fyshe OOD 70 6 0 06 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 107 12 0 02 Sep 2022
Transferability Ranking of Adversarial Examples Mosh Levy Guy Amit Yuval Elovici Yisroel Mirsky AAML 117 0 0 23 Aug 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park Sangdoo Yun Sanghyuk Chun AAML 83 32 0 21 Aug 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 117 1 0 14 Aug 2022
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models Xingyu Xie Pan Zhou Huan Li Zhouchen Lin Shuicheng Yan ODL 94 169 0 13 Aug 2022
Leveraging the HW/SW Optimizations and Ecosystems that Drive the AI Revolution H. Carvalho P. Zaykov Asim Ukaye 50 1 0 04 Aug 2022
Trainability Preserving Neural Pruning Huan Wang Yun Fu AAML 70 17 0 25 Jul 2022
Respecting Time Series Properties Makes Deep Time Series Forecasting Perfect Li Shen Yuning Wei Yangzhu Wang AI4TS 101 8 0 22 Jul 2022
SplitMixer: Fat Trimmed From MLP-like Models Ali Borji Sikun Lin 48 3 0 21 Jul 2022
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers Jihao Liu B. Liu Hang Zhou Hongsheng Li Yu Liu ViT 89 68 0 18 Jul 2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Leonardo F. S. Scabini B. De Baets Odemir M. Bruno AI4CE 81 7 0 17 Jul 2022
$Robust and efficient computation of retinal fractal dimension through deep approximation$ Robust and efficient computation of retinal fractal dimension through deep approximation Justin Engelmann A. Villaplana-Velasco Amos Storkey Miguel O. Bernabeu 24 11 0 12 Jul 2022
Beyond Transfer Learning: Co-finetuning for Action Localisation Anurag Arnab Xuehan Xiong A. Gritsenko Rob Romijnders Josip Djolonga Mostafa Dehghani Chen Sun Mario Lucic Cordelia Schmid 87 8 0 08 Jul 2022
No Reason for No Supervision: Improved Generalization in Supervised Models Mert Bulent Sariyildiz Yannis Kalantidis Alahari Karteek Diane Larlus SSL OOD LRM 87 29 0 30 Jun 2022
Exploring Temporally Dynamic Data Augmentation for Video Recognition Taeoh Kim Jinhyung Kim Minho Shim Sangdoo Yun Myunggu Kang Dongyoon Wee Sangyoun Lee AI4TS 116 10 0 30 Jun 2022
Benchopt: Reproducible, efficient and collaborative optimization benchmarks Thomas Moreau Mathurin Massias Alexandre Gramfort Pierre Ablin Pierre-Antoine Bannier Benjamin Charlier ... Binh Duc Nguyen A. Rakotomamonjy Zaccharie Ramzi Joseph Salmon Samuel Vaiter 124 36 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 148 16 0 24 Jun 2022
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm Jiangning Zhang Xiangtai Li Yabiao Wang Chengjie Wang Yibo Yang Yong Liu Dacheng Tao ViT 121 35 0 19 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training Jiahao Xie Wei Li Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy 115 74 0 15 Jun 2022
Peripheral Vision Transformer Juhong Min Yucheng Zhao Chong Luo Minsu Cho ViT MDE 79 33 0 14 Jun 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies Guocheng Qian Yuchen Li Houwen Peng Jinjie Mai Hasan Hammoud Mohamed Elhoseiny Guohao Li 3DPC 153 647 0 09 Jun 2022
Can CNNs Be More Robust Than Transformers? Zeyu Wang Yutong Bai Yuyin Zhou Cihang Xie UQCV OOD 115 46 0 07 Jun 2022
Separable Self-attention for Mobile Vision Transformers Sachin Mehta Mohammad Rastegari ViT MQ 105 265 0 06 Jun 2022
CVNets: High Performance Library for Computer Vision Sachin Mehta Farzad Abdolhosseini Mohammad Rastegari 79 22 0 04 Jun 2022
Gradient Obfuscation Checklist Test Gives a False Sense of Security Nikola Popovic D. Paudel Thomas Probst Luc Van Gool AAML 81 6 0 03 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 116 373 0 01 Jun 2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss Zhanpeng Zhou Wen Shen Huixin Chen Ling Tang Quanshi Zhang 64 2 0 30 May 2022
Do Residual Neural Networks discretize Neural Ordinary Differential Equations? Michael E. Sander Pierre Ablin Gabriel Peyré 112 28 0 29 May 2022
A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks Bin Hu Yu Sun •. A. K. Qin AI4CE 60 0 0 29 May 2022
MDMLP: Image Classification from Scratch on Small Datasets with MLP Tianxu Lv Chongyang Bai Chaojie Wang 66 6 0 28 May 2022
A Closer Look at Self-Supervised Lightweight Vision Transformers Shaoru Wang Jin Gao Zeming Li Jian Sun Weiming Hu ViT 148 46 0 28 May 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN Siyuan Li Di Wu Fang Wu Lei Shang Stan.Z.Li 84 49 0 27 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 93 134 0 27 May 2022
TransBoost: Improving the Best ImageNet Performance using Deep Transduction Omer Belhasin Guy Bar-Shalom Ran El-Yaniv ViT 103 3 0 26 May 2022
Fast Vision Transformers with HiLo Attention Zizheng Pan Jianfei Cai Bohan Zhuang 67 167 0 26 May 2022
Inception Transformer Chenyang Si Weihao Yu Pan Zhou Yichen Zhou Xinchao Wang Shuicheng Yan ViT 118 199 0 25 May 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 101 258 0 21 May 2022