DropBlock: A regularization method for convolutional networks

30 October 2018

Papers citing "DropBlock: A regularization method for convolutional networks"

50 / 170 papers shown

Title
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 31 162 0 15 Mar 2022
RecursiveMix: Mixed Learning with History Lingfeng Yang Xiang Li Borui Zhao Renjie Song Jian Yang VLM 33 18 0 14 Mar 2022
Gait Recognition with Mask-based Regularization Chuanfu Shen Beibei Lin Shunli Zhang George Q. Huang Shiqi Yu Xin-cen Yu CVBM 46 17 0 08 Mar 2022
Lightweight Jet Reconstruction and Identification as an Object Detection Task Adrian Alan Pol T. Aarrestad E. Govorkova Roi Halily Anat Klempner ... Vladimir Loncar J. Ngadiuba M. Pierini Olya Sirkin S. Summers 32 2 0 09 Feb 2022
Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Haopeng Hou 26 2 0 11 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 35 211 0 10 Jan 2022
Mitigating the Bias of Centered Objects in Common Datasets Gergely G. Szabo A. Horváth 24 5 0 16 Dec 2021
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing Joonhyung Park J. Yang Jinwoo Shin Sung Ju Hwang Eunho Yang 35 23 0 16 Dec 2021
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning Matías Mendieta Taojiannan Yang Pu Wang Minwoo Lee Zhengming Ding Chong Chen FedML 26 158 0 28 Nov 2021
Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence Xiang Bai Hanchen Wang Liya Ma Yongchao Xu Jiefeng Gan ... C. Zheng Jianming Wang Zhen Li Carola-Bibiane Schönlieb Tian Xia FedML 32 62 0 18 Nov 2021
On Efficient Uncertainty Estimation for Resource-Constrained Mobile Applications J. Rock Tiago Azevedo R. D. Jong Daniel Ruiz-Munoz Partha P. Maji UQCV 35 5 0 11 Nov 2021
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 32 24 0 08 Nov 2021
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning Fengyuan Yang Ruiping Wang Xilin Chen VLM 39 35 0 08 Nov 2021
PP-ShiTu: A Practical Lightweight Image Recognition System Shengyun Wei Ruoyu Guo Cheng Cui Bin Lu Shuilong Dong ... Xueying Lyu Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma CVBM 26 6 0 01 Nov 2021
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network Anisha Roy Rikhi Bose Jayabrata Bhaduri 32 218 0 30 Oct 2021
No One Representation to Rule Them All: Overlapping Features of Training Methods Raphael Gontijo-Lopes Yann N. Dauphin E. D. Cubuk 34 60 0 20 Oct 2021
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples Amin Banitalebi-Dehkordi Yong Zhang 28 7 0 20 Oct 2021
Observations on K-image Expansion of Image-Mixing Augmentation for Classification Joonhyun Jeong Sungmin Cha Jongwon Choi Sangdoo Yun Taesup Moon Y. Yoo VLM 25 6 0 08 Oct 2021
Optimized U-Net for Brain Tumor Segmentation Michal Futrega Alexandre Milesi Michal Marcinkiewicz Pablo Ribalta SSeg 42 91 0 07 Oct 2021
Self-Supervised Depth Completion for Active Stereo Frederik Warburg Daniel Hernandez-Juarez J. Tarrio Alexander Vakhitov Ujwal D. Bonde P. Alcantarilla 3DV MDE 30 5 0 07 Oct 2021
Balanced Masked and Standard Face Recognition Delong Qi Kangli Hu Weijun Tan Qi Yao Jingfeng Liu CVBM 39 4 0 04 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal Preethi Jyothi M. Singh 30 10 0 30 Sep 2021
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection Zhanchao Huang Wei Li X. Xia R. Tao 33 98 0 27 Sep 2021
LibFewShot: A Comprehensive Library for Few-shot Learning Wenbin Li Ziyi Ziyi Wang Xuesong Yang C. Dong ... Jing Huo Yinghuan Shi Lei Wang Yang Gao Jiebo Luo VLM 116 66 0 10 Sep 2021
Revisiting 3D ResNets for Video Recognition Xianzhi Du Yeqing Li Huayu Chen Rui Qian Jing Li Irwan Bello 56 17 0 03 Sep 2021
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 27 25 0 31 Aug 2021
TransFER: Learning Relation-aware Facial Expression Representations with Transformers Fanglei Xue Qiangchang Wang G. Guo ViT 41 183 0 25 Aug 2021
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting Anna Kukleva Hilde Kuehne Bernt Schiele CLL 17 50 0 18 Aug 2021
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection K. Deepshikha Sai Harsha Yelleni P. K. Srijith C.Krishna Mohan BDL UQCV 29 87 0 08 Aug 2021
Uniform Sampling over Episode Difficulty Sébastien M. R. Arnold Guneet Singh Dhillon Avinash Ravichandran Stefano Soatto 24 14 0 03 Aug 2021
An overview of mixing augmentation methods and augmentation strategies Dominik Lewy Jacek Mańdziuk 30 61 0 21 Jul 2021
Feature Mining: A Novel Training Strategy for Convolutional Neural Network Tianshu Xie Xuan Cheng Xiaomin Wang Minghui Liu Jiali Deng Ming Liu 39 5 0 18 Jul 2021
Jitter: Random Jittering Loss Function Zhicheng Cai Chenglei Peng S. Du 21 3 0 25 Jun 2021
ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks Sudhakar Kumawat Gagan Kanojia Shanmuganathan Raman 21 5 0 17 Jun 2021
Rethinking Training from Scratch for Object Detection Yang Li Hong Zhang Yu Zhang VLM OnRL ObjD 25 5 0 06 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 100 33 0 03 Jun 2021
SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation Hong-Yu Zhou Chengdi Wang Haofeng Li Gang Wang Shu Zhen Zhang Wei-min Li Yizhou Yu 24 48 0 03 Jun 2021
Adversarially Adaptive Normalization for Single Domain Generalization Xinjie Fan Qifei Wang Junjie Ke Feng Yang Boqing Gong Mingyuan Zhou 27 129 0 01 Jun 2021
Rethinking Pseudo Labels for Semi-Supervised Object Detection Hengduo Li Zuxuan Wu Abhinav Shrivastava Larry S. Davis 16 78 0 01 Jun 2021
Rethinking "Batch" in BatchNorm Yuxin Wu Justin Johnson BDL 43 66 0 17 May 2021
Active Terahertz Imaging Dataset for Concealed Object Detection Dong Liang Fei Xue Ling Li 21 16 0 08 May 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 57 113 0 21 Apr 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu Lijun Wu Qi Meng Yingce Xia Shufang Xie Tao Qin Xinyu Dai Tie-Yan Liu 18 22 0 11 Apr 2021
Domain Generalization with MixStyle Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 71 746 0 05 Apr 2021
Scale-aware Automatic Augmentation for Object Detection Yukang Chen Yanwei Li Tao Kong Lu Qi Ruihang Chu Lei Li Jiaya Jia 35 49 0 31 Mar 2021
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation Zixiang Zhou Yang Zhang H. Foroosh 3DPC 32 124 0 27 Mar 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 31 298 0 13 Mar 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mamshad Nayeem Rizve Salman Khan Fahad Shahbaz Khan M. Shah 41 109 0 01 Mar 2021
LocalDrop: A Hybrid Regularization for Deep Neural Networks Ziqing Lu Chang Xu Bo Du Takashi Ishida Lefei Zhang Masashi Sugiyama 41 15 0 01 Mar 2021
Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability D. Nguyen F. Kay Jun Tan Yulong Yan Y. Ng P. Iyengar R. Peshock Steve B. Jiang OOD 23 26 0 18 Feb 2021