Improved Regularization of Convolutional Neural Networks with Cutout

15 August 2017

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

50 / 798 papers shown

Title
Look Beyond Bias with Entropic Adversarial Data Augmentation Thomas Duboudin Emmanuel Dellandrea Corentin Abgrall Gilles Hénaff Liming Chen CML 38 4 0 10 Jan 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Haoyu Ma Xiangru Lin Yizhou Yu 149 14 0 03 Jan 2023
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup Zhi Yang Junyang Chen Yukai Shi Hao Li Tianshui Chen Liang Lin DiffM 88 16 0 03 Jan 2023
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space Arash Ahmadian Louis S.P. Liu Yue Fei Konstantinos N. Plataniotis Mahdi S. Hosseini 28 0 0 31 Dec 2022
SMMix: Self-Motivated Image Mixing for Vision Transformers Yonghong Tian Mingbao Lin Zhihang Lin Yuxin Zhang Rongrong Ji Rongrong Ji 55 10 0 26 Dec 2022
DAS: Neural Architecture Search via Distinguishing Activation Score Yuqiao Liu Haipeng Li Yanan Sun Shuaicheng Liu 41 1 0 23 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 31 28 0 21 Dec 2022
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning Huimin Wu Chenyang Lei Xiao Sun Pengju Wang Qifeng Chen Kwang-Ting Cheng Stephen Lin Zhirong Wu MQ 40 5 0 19 Dec 2022
Generative Robust Classification Xuwang Yin TPM 35 0 0 14 Dec 2022
CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals Sung-Jin Kim Dae-Hyeok Lee Yeonjong Choi 28 4 0 13 Dec 2022
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Zhiheng Li Ivan Evtimov Albert Gordo C. Hazirbas Tal Hassner Cristian Canton Ferrer Chenliang Xu Mark Ibrahim 41 72 0 09 Dec 2022
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 54 73 0 09 Dec 2022
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Minh-Long Luu Zeyi Huang Eric P. Xing Yong Jae Lee Haohan Wang AAML 41 1 0 09 Dec 2022
MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation Zhendong Liu Wenyu Jiang Min Guo Chongjun Wang AAML 25 1 0 08 Dec 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder Qi Tian Kun Kuang Ke Jiang Furui Liu Zhihua Wang Fei Wu 32 7 0 04 Dec 2022
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Fangxun Shu Biaolong Chen Yue Liao Shuwen Xiao Wenyu Sun Xiaobo Li Yousong Zhu Jinqiao Wang Si Liu CLIP 35 11 0 02 Dec 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification Suorong Yang Jinqiao Li Jian Zhao S. Furao AAML 33 6 0 29 Nov 2022
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Jie Sun Kaizhu Huang 35 63 0 27 Nov 2022
Cross-Domain Ensemble Distillation for Domain Generalization Kyung-Jin Lee Sungyeon Kim Suha Kwak FedML OOD 28 38 0 25 Nov 2022
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 49 46 0 25 Nov 2022
On Pitfalls of Measuring Occlusion Robustness through Data Distortion Antonia Marcu 30 0 0 24 Nov 2022
Learning with Partial Labels from Semi-supervised Perspective Ximing Li Yuanzhi Jiang C. Li Yiyuan Wang Jihong Ouyang SSL 28 15 0 24 Nov 2022
Learning Compact Features via In-Training Representation Alignment X. Li Xiangrui Li Deng Pan Yao Qiang D. Zhu OOD 24 3 0 23 Nov 2022
SVFormer: Semi-supervised Video Transformer for Action Recognition Zhen Xing Qi Dai Hang-Rui Hu Jingjing Chen Zuxuan Wu Yu-Gang Jiang ViT 33 69 0 23 Nov 2022
Improving Crowded Object Detection via Copy-Paste Jiangfan Deng Dewen Fan Xiaosong Qiu Feng Zhou 27 12 0 22 Nov 2022
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection Xuan Zhang Shiyu Li Xi Li Ping Huang Jiulong Shan Ting Chen 23 126 0 21 Nov 2022
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Zenglin Shi Jing Jie Ying Sun J. Lim Mengmi Zhang CLL 49 1 0 21 Nov 2022
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation Hyungmin Kim Sungho Suh Sunghyun Baek Daehwan Kim Daun Jeong Hansang Cho Junmo Kim 35 5 0 20 Nov 2022
HiveNAS: Neural Architecture Search using Artificial Bee Colony Optimization M. Shahawy E. Benkhelifa 21 1 0 18 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 26 3 0 16 Nov 2022
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu Xingxuan Li Megh Thakkar Xin Li Shafiq Joty Luo Si Lidong Bing 32 2 0 16 Nov 2022
Context-Matched Collage Generation for Underwater Invertebrate Detection R. McEver Bowen Zhang B. S. Manjunath 38 0 0 15 Nov 2022
NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction Yun Yi Haokui Zhang Wenze Hu Nannan Wang Xiaoyu Wang AI4TS AI4CE 34 8 0 15 Nov 2022
Local Magnification for Data and Feature Augmentation Kun He Chang-rui Liu Stephen Lin J. Hopcroft 26 2 0 15 Nov 2022
IFQA: Interpretable Face Quality Assessment Byungho Jo Donghyeon Cho I. Park Sungeun Hong CVBM 37 12 0 14 Nov 2022
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections Yuxiang Wei Tengfei Xue Yogesh Rathi N. Makris Fan Zhang L. O’Donnell 30 1 0 11 Nov 2022
Masked Contrastive Representation Learning Yuan Yao Nandakishor Desai M. Palaniswami SSL 24 8 0 11 Nov 2022
Extending Temporal Data Augmentation for Video Action Recognition Artjoms Gorpincenko Michal Mackiewicz ViT 34 4 0 09 Nov 2022
Soft Augmentation for Image Classification Yang Liu Shen Yan Laura Leal-Taixé James Hays Deva Ramanan 38 11 0 09 Nov 2022
Large Scale Radio Frequency Wideband Signal Detection & Recognition Luke Boegner Garrett M. Vanhoy Phillip Vallance Manbir Gulati Dresden Feitzinger B. Comar Rob Miller AI4TS 18 6 0 04 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 53 6 0 02 Nov 2022
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning Virat Shejwalkar Lingjuan Lyu Amir Houmansadr AAML 35 10 0 01 Nov 2022
SADT: Combining Sharpness-Aware Minimization with Self-Distillation for Improved Model Generalization Masud An Nur Islam Fahim Jani Boutellier 47 0 0 01 Nov 2022
SAGE: Saliency-Guided Mixup with Optimal Rearrangements A. Ma Nikita Dvornik Ran Zhang Leila Pishdad Konstantinos G. Derpanis Afsaneh Fazly 36 6 0 31 Oct 2022
SG-VAD: Stochastic Gates Based Speech Activity Detection Jonathan Svirsky Ofir Lindenbaum 49 4 0 28 Oct 2022
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data Jie Cao Mandi Luo Junchi Yu Mingmin Yang Ran He 40 4 0 27 Oct 2022
K-SAM: Sharpness-Aware Minimization at the Speed of SGD Renkun Ni Ping Yeh-Chiang Jonas Geiping Micah Goldblum A. Wilson Tom Goldstein 26 8 0 23 Oct 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 33 107 0 21 Oct 2022
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 42 1 0 20 Oct 2022
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data Qian-Wei Wang Bowen Zhao Mingyan Zhu Tianxiang Li Zimo Liu Shutao Xia 42 2 0 20 Oct 2022