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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
Multi-Label Knowledge Distillation Penghui Yang Ming-Kun Xie Chen-Chen Zong Lei Feng Gang Niu Masashi Sugiyama Sheng-Jun Huang 82 10 0 12 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 79 24 0 11 Aug 2023
Multi-View Fusion and Distillation for Subgrade Distresses Detection based on 3D-GPR Chunpeng Zhou Kang Ning Haishuai Wang Zhi Yu Sheng Zhou Jiajun Bu 53 1 0 09 Aug 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 102 38 0 09 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 76 6 0 08 Aug 2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses Tianrui Qin Xitong Gao Juanjuan Zhao Kejiang Ye Chengjie Xu AAML 57 6 0 07 Aug 2023
G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima Xingyu Li Bo Tang AAML 53 0 0 07 Aug 2023
Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation F. Yeh 49 1 0 04 Aug 2023
Revisiting Deformable Convolution for Depth Completion Xinglong Sun Jean Ponce Yu-Xiong Wang MDE 77 6 0 03 Aug 2023
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding Hangcheng Liu Tao Xiang Shangwei Guo Han Li Tianwei Zhang Xiaofeng Liao 92 6 0 03 Aug 2023
Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation Siao Liu Zhaoyu Chen Yang Liu Yuzheng Wang Dingkang Yang ... Ziqing Zhou Xie Yi Wei Li Wenqiang Zhang Zhongxue Gan 118 24 0 02 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 127 2 0 02 Aug 2023
Deep Image Harmonization with Learnable Augmentation Li Niu Junyan Cao Wenyan Cong Liqing Zhang 83 6 0 01 Aug 2023
Zero-Shot Learning by Harnessing Adversarial Samples Zhi Chen P. Zhang Jingjing Li Sen Wang Zi Huang VLM 89 20 0 01 Aug 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 85 23 0 30 Jul 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 101 13 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 77 9 0 27 Jul 2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network Zhibo Tain Xiaolin Zhang Peng Zhang Kun Zhan 77 9 0 26 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 60 0 0 24 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 100 0 0 24 Jul 2023
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness M. K. Yucel R. G. Cinbis Pinar Duygulu AAML 67 10 0 21 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 63 2 0 21 Jul 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering Yijun Dong Kevin Miller Qiuyu Lei Rachel A. Ward 58 4 0 20 Jul 2023
Rethinking Backdoor Attacks Alaa Khaddaj Guillaume Leclerc Aleksandar Makelov Kristian Georgiev Hadi Salman Andrew Ilyas Aleksander Madry SILM 76 29 0 19 Jul 2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples JoonHo Lee J. Woo H. Moon Kwonho Lee 71 2 0 19 Jul 2023
Why Does Little Robustness Help? Understanding and Improving Adversarial Transferability from Surrogate Training Yechao Zhang Shengshan Hu Leo Yu Zhang Junyu Shi Minghui Li Xiaogeng Liu Wei Wan Hai Jin AAML 135 24 0 15 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 151 61 0 14 Jul 2023
AnyStar: Domain randomized universal star-convex 3D instance segmentation Neel Dey S. M. Abulnaga Benjamin Billot Esra Abaci Turk P. E. Grant Adrian Dalca Polina Golland MedIm 88 14 0 13 Jul 2023
DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection Jaemin Yoo Yue Zhao Lingxiao Zhao Leman Akoglu 42 5 0 13 Jul 2023
Data Augmentation in Training CNNs: Injecting Noise to Images M. E. Akbiyik 50 23 0 12 Jul 2023
What Happens During Finetuning of Vision Transformers: An Invariance Based Investigation Gabriele Merlin Vedant Nanda Ruchit Rawal Mariya Toneva 61 3 0 12 Jul 2023
Memorization Through the Lens of Curvature of Loss Function Around Samples Isha Garg Deepak Ravikumar Kaushik Roy TDI 75 13 0 11 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 100 0 0 11 Jul 2023
Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Jun Yu Bo Han Dadong Wang Tongliang Liu NoLa 80 4 0 11 Jul 2023
InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks Yu-Zhu Guo Y. Chen Liwen Zhang Xiaode Liu Xinyi Tong Yuanyuan Ou Xuhui Huang Zhe Ma AAML 97 2 0 10 Jul 2023
Keystroke Dynamics for User Identification Atharva Sharma M. Jureček Mark Stamp 23 2 0 07 Jul 2023
FAM: Relative Flatness Aware Minimization Linara Adilova Amr Abourayya Jianning Li Amin Dada Henning Petzka Jan Egger Jens Kleesiek Michael Kamp ODL 47 1 0 05 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang Margret Keuper Anna Khoreva 114 11 0 02 Jul 2023
Hardwiring ViT Patch Selectivity into CNNs using Patch Mixing Ariel N. Lee Sarah Adel Bargal Janavi Kasera Stan Sclaroff Kate Saenko Nataniel Ruiz 104 0 0 30 Jun 2023
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer Peng Mi Li Shen Tianhe Ren Yiyi Zhou Tianshuo Xu Xiaoshuai Sun Tongliang Liu Rongrong Ji Dacheng Tao AAML 63 2 0 30 Jun 2023
Spectral Batch Normalization: Normalization in the Frequency Domain Rinor Cakaj Jens Mehnert Bin Yang 43 2 0 29 Jun 2023
Weight Compander: A Simple Weight Reparameterization for Regularization Rinor Cakaj Jens Mehnert B. Yang 32 1 0 29 Jun 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps Minsoo Kang Suhyun Kim AAML 48 24 0 29 Jun 2023
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren MedIm 38 0 0 28 Jun 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 78 3 0 27 Jun 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 64 31 0 25 Jun 2023
Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches Aniruddha Saha Shuhua Yu Arash Norouzzadeh Wan-Yi Lin Chaithanya Kumar Mummadi AAML 65 3 0 22 Jun 2023
A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging Zheyao Gao Yuanye Liu Fuping Wu N. Shi Yuxin Shi Xiahai Zhuang EDL 36 12 0 21 Jun 2023
End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection Jaemin Yoo Lingxiao Zhao Leman Akoglu 106 4 0 21 Jun 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 163 27 0 19 Jun 2023