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Improved Regularization of Convolutional Neural Networks with Cutout

15 August 2017

Papers citing "Improved Regularization of Convolutional Neural Networks with Cutout"

50 / 1,908 papers shown

Title
SMOOT: Saliency Guided Mask Optimized Online Training Ali Karkehabadi Houman Homayoun Avesta Sasan AAML 48 17 0 01 Oct 2023
Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning Zhiheng Li Wenjia Geng Muheng Li Lei Chen Yansong Tang Jiwen Lu Jie Zhou 74 10 0 01 Oct 2023
YOLOR-Based Multi-Task Learning Hung-Shuo Chang Chien-Yao Wang Hang Yan Yukun Zhu Hongpeng Liao MoE VLM 59 16 0 29 Sep 2023
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect Segmentation Yunsheng Tian Jieliang Luo Yichen Li Zhengtao Zhang Hui Li 72 4 0 29 Sep 2023
Enhancing Sharpness-Aware Optimization Through Variance Suppression Bingcong Li G. Giannakis AAML 112 23 0 27 Sep 2023
The Robust Semantic Segmentation UNCV2023 Challenge Results Xuanlong Yu Yi Zuo Zitao Wang Xiaowen Zhang Jiaxuan Zhao ... Angela Yao Wenlong Chen Ivor J. A. Simpson Neill D. F. Campbell Gianni Franchi UQCV 85 5 0 27 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Daria Reshetova Swetava Ganguli C. V. K. Iyer Vipul Pandey 59 3 0 26 Sep 2023
Learning Using Generated Privileged Information by Text-to-Image Diffusion Models Rafael-Edy Menadil Mariana-Iuliana Georgescu Radu Tudor Ionescu VLM DiffM 61 0 0 26 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 95 4 0 23 Sep 2023
ThinResNet: A New Baseline for Structured Convolutional Networks Pruning Hugo Tessier Ghouti Boukli Hacene Vincent Gripon 54 1 0 22 Sep 2023
PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving Zizhang Wu Xinyuan Chen Fan Song Yuanzhu Gan Tianhao Xu Jian Pu Rui Tang 31 0 0 20 Sep 2023
Improving CLIP Robustness with Knowledge Distillation and Self-Training Clement Laroudie Andrei Bursuc Mai Lan Ha Gianni Franchi VLM 71 5 0 19 Sep 2023
Selective Volume Mixup for Video Action Recognition Yi Tan Zhaofan Qiu Y. Hao Ting Yao Xiangnan He Tao Mei ViT 72 2 0 18 Sep 2023
Syn-Att: Synthetic Speech Attribution via Semi-Supervised Unknown Multi-Class Ensemble of CNNs Md Awsafur Rahman Bishmoy Paul Najibul Haque Sarker Zaber Ibn Abdul Hakim S. Fattah Mohammad Saquib 45 3 0 15 Sep 2023
Efficiently Robustify Pre-trained Models Nishant Jain Iit Roorkee Harkirat Singh Behl Vibhav Vineet OOD VLM 42 3 0 14 Sep 2023
Introspective Deep Metric Learning Cheng-Hao Wang Wenzhao Zheng Zheng Hua Zhu Jie Zhou Jiwen Lu UQCV 80 12 0 11 Sep 2023
When to Learn What: Model-Adaptive Data Augmentation Curriculum Chengkai Hou Jieyu Zhang Dinesh Manocha 67 17 0 09 Sep 2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 76 0 0 09 Sep 2023
Understanding Data Augmentation from a Robustness Perspective Zhendong Liu Jie Zhang Qiangqiang He Chongjun Wang AAML 77 2 0 07 Sep 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi AAML 84 7 0 07 Sep 2023
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis Thanh-Huy Nguyen Q. Kha Thai Ngoc Toan Truong Ba Thinh Lam Ba-Hung Ngo Quang Vinh Dinh N. Le 32 13 0 07 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size John Chen Chen Dun Anastasios Kyrillidis 48 3 0 07 Sep 2023
ViewMix: Augmentation for Robust Representation in Self-Supervised Learning A. Das Agnibh Dasgupta SSL 52 0 0 06 Sep 2023
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning Siyang Jiang Rui Fang Hsi-Wen Chen Wei Ding Ming-Syan Chen 82 1 0 05 Sep 2023
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations Tanvir Mahmud Chun-Hao Liu Burhaneddin Yaman Diana Marculescu 54 4 0 04 Sep 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS Emily Herron Derek C. Rose Steven R. Young 49 0 0 01 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation Yifan Pu Yizeng Han Yulin Wang Junlan Feng Chao Deng Gao Huang 95 29 0 01 Sep 2023
Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization Hanqiu Deng Zhaoxiang Zhang Jinan Bao Xingyu Li VLM 86 6 0 30 Aug 2023
IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation Weifu Fu Qiang Nie Jialin Li Yu-Hsiang Lin Kai Wu Jian Li Yabiao Wang Yang Liu Chengjie Wang 49 1 0 30 Aug 2023
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection M. L. Mekhalfi Davide Boscaini Fabio Poiesi 92 6 0 29 Aug 2023
Mixup-Augmented Meta-Learning for Sample-Efficient Fine-Tuning of Protein Simulators Jingbang Chen Yian Wang Xingwei Qu Shuangjia Zheng Yao-Chun Yang Hao Dong Jie Fu 63 0 0 29 Aug 2023
A Comprehensive Augmentation Framework for Anomaly Detection Jianghang Lin Yaping Yan 33 8 0 29 Aug 2023
WSAM: Visual Explanations from Style Augmentation as Adversarial Attacker and Their Influence in Image Classification Felipe Moreno-Vera E. Medina Jorge Poco 36 2 0 29 Aug 2023
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Ran Liu Sahil Khose Jingyun Xiao Lakshmi Sathidevi Keerthan Ramnath Z. Kira Eva L. Dyer 134 4 0 28 Aug 2023
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation Junyu Zhu Lina Liu Yu Tang Feng Wen Wanlong Li Yong Liu 88 4 0 28 Aug 2023
REB: Reducing Biases in Representation for Industrial Anomaly Detection Shuai Lyu Dongmei Mo W. Wong 85 18 0 24 Aug 2023
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning Gihun Lee Minchan Jeong Sangmook Kim Jaehoon Oh Se-Young Yun FedML 69 9 0 24 Aug 2023
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging Xiaojun Jia YueFeng Chen Xiaofeng Mao Ranjie Duan Jindong Gu Rong Zhang H. Xue Xiaochun Cao AAML 62 11 0 22 Aug 2023
CAME: Contrastive Automated Model Evaluation Ru Peng Qiuyang Duan Haobo Wang Jiachen Ma Yanbo Jiang Yongjun Tu Xiu Jiang Jiaqi Zhao ELM 76 5 0 22 Aug 2023
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation M. Maruf Arka Daw Amartya Dutta Jie Bu Anuj Karpatne 89 0 0 21 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 55 0 0 21 Aug 2023
Towards Generalizable Morph Attack Detection with Consistency Regularization Hossein Kashiani Niloufar Alipour Talemi Mohammad Saeed Ebrahimi Saadabadi Nasser M. Nasrabadi AAML 43 2 0 20 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 120 22 0 20 Aug 2023
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks Xin Ding Yongwei Wang Zuheng Xu 97 1 0 20 Aug 2023
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation Dan Zhang K. Sakmann William H. Beluch Robin Hutmacher Yumeng Li 66 5 0 19 Aug 2023
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation Junhui Liang Yang Liu Vladimir Vlassov 127 5 0 18 Aug 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions Takanori Asanomi Shinnosuke Matsuo D. Suehiro Ryoma Bise 60 9 0 17 Aug 2023
Membrane Potential Batch Normalization for Spiking Neural Networks Yu-Zhu Guo Yuhan Zhang Y. Chen Weihang Peng Xiaode Liu Liwen Zhang Xuhui Huang Zhe Ma AAML 70 41 0 16 Aug 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks Yu-Zhu Guo Xiaode Liu Y. Chen Liwen Zhang Weihang Peng Yuhan Zhang Xuhui Huang Zhe Ma AAML MQ 96 24 0 13 Aug 2023
Multi-level Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Xingchen Li Jun Xiao Chen Li Chunping Wang 83 27 0 13 Aug 2023