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
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 27 0 0 19 May 2025
Improving Out-of-Domain Robustness with Targeted Augmentation in Frequency and Pixel Spaces Ruoqi Wang Haitao Wang Shaojie Guo Qiong Luo OOD 26 0 0 18 May 2025
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation Jianghang Lin Yilin Lu Yunhang Shen Chaoyang Zhu Shengchuan Zhang Liujuan Cao Rongrong Ji ISeg 43 0 0 16 May 2025
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework Jun Li Hongzhang Zhu Tao Chen Xiaohua Qian 43 4 0 12 May 2025
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 64 0 0 07 May 2025
Crafting Physical Adversarial Examples by Combining Differentiable and Physically Based Renders Yuqiu Liu Huanqian Yan Xiaopei Zhu Xiaolin Hu L. Tang Hang Su Chen Lv 34 0 0 07 May 2025
Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis Nikita Ravi Abhinav Goel James C. Davis George K. Thiruvathukal 56 0 0 06 May 2025
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans Jun Li Yuyao Zhang Haibo Shi Minhong Li Qiwei Li Xiaohua Qian MedIm 44 0 0 03 May 2025
When Dynamic Data Selection Meets Data Augmentation Steve Yang Peng Ye Furao Shen Dongzhan Zhou 47 0 0 02 May 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 46 0 0 28 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi Shri Kiran Srinivasan Jing Xing Jian Liu ObjD VLM 84 0 0 27 Apr 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 39 0 0 25 Apr 2025
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Erin Carson Xinye Chen 54 0 0 10 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 54 0 0 08 Apr 2025
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions Giulia Marchiori Pietrosanti Giulio Rossolini Alessandro Biondi Giorgio Buttazzo AAML 94 0 0 02 Apr 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 60 0 0 22 Mar 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Bo Du FedML 79 1 0 12 Mar 2025
HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Siyu Li Yihong Cao Hao-miao Shi Yongsheng Zang Xuan He Kailun Yang Zhiyu Li 60 0 0 10 Mar 2025
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 200 0 0 08 Mar 2025
MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression Recognition Ryosuke Kawamura Hideaki Hayashi Noriko Takemura Hajime Nagahara CVBM 3DH 78 4 0 28 Feb 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 100 1 0 24 Feb 2025
Patch Stitching Data Augmentation for Cancer Classification in Pathology Images Jiamu Wang Chang-Su Kim Jin Tae Kwak MedIm 37 1 0 22 Feb 2025
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks Yulong Huang Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Zunchang Liu Biao Pan Bojun Cheng 62 10 0 20 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawlekar Yujun Cai Yiwei Wang Ming-Hsuan Yang Narendra Ahuja VLM CoGe 87 0 0 05 Feb 2025
TESS: A Scalable Temporally and Spatially Local Learning Rule for Spiking Neural Networks M. Apolinario Kaushik Roy Charlotte Frenkel 113 0 0 03 Feb 2025
Rethinking Early Stopping: Refine, Then Calibrate Eugene Berta David Holzmüller Michael I. Jordan Francis Bach 75 0 0 31 Jan 2025
Histogram-Equalized Quantization for logic-gated Residual Neural Networks Van Thien Nguyen William Guicquero Gilles Sicard MQ 49 2 0 10 Jan 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 84 1 0 17 Dec 2024
Combating Semantic Contamination in Learning with Label Noise Wenxiao Fan Kan Li NoLa 288 0 0 16 Dec 2024
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 280 1 0 14 Dec 2024
Partial Knowledge Distillation for Alleviating the Inherent Inter-Class Discrepancy in Federated Learning Xiaoyu Gan Xizi Chen Jingyang Zhu Xiaomeng Wang Jingbo Jiang Chi-Ying Tsui FedML 105 0 0 23 Nov 2024
Mutual Information Preserving Neural Network Pruning Charles Westphal Stephen Hailes Mirco Musolesi 59 1 0 31 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 53 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 59 0 0 14 Oct 2024
Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training Zhanpeng Zhou Mingze Wang Yuchen Mao Bingrui Li Junchi Yan AAML 62 0 0 14 Oct 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 59 1 0 14 Oct 2024
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model Fulong Ma Weiqing Qi Guoyang Zhao Ming Liu Jun Ma DiffM 37 0 0 30 Sep 2024
Towards Model-Agnostic Dataset Condensation by Heterogeneous Models Jun-Yeong Moon Jung Uk Kim Gyeong-Moon Park DD 40 1 0 22 Sep 2024
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities Chengkun Sun Jinqian Pan Juoli Jin Russell Stevens Terry Jiang Bian Jie Xu 27 0 0 20 Sep 2024
Scale generalisation properties of extended scale-covariant and scale-invariant Gaussian derivative networks on image datasets with spatial scaling variations Andrzej Perzanowski Tony Lindeberg 58 1 0 17 Sep 2024
Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations Samyak Rawlekar Shubhang Bhatnagar Narendra Ahuja VLM 33 1 0 12 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 36 0 0 10 Sep 2024
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification Suorong Yang Furao Shen Jian Zhao AAML 42 1 0 10 Sep 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 60 17 0 06 Aug 2024
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning Yaming Yang Zhe Wang Fuhai Chen Wei Zhao Weigang Lu Joemon M. Jose CVBM 43 1 0 01 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 56 0 0 31 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 45 0 0 26 Jul 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 47 1 0 16 Jul 2024
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 53 6 0 10 Jul 2024
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization Jiaxin Deng Junbiao Pang Baochang Zhang 71 1 0 12 Jun 2024