v1v2 (latest)

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
CrossGaze: A Strong Method for 3D Gaze Estimation in the Wild Andy Catruna Adrian Cosma I. Radoi 67 5 0 13 Feb 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 68 2 0 09 Feb 2024
Text Role Classification in Scientific Charts Using Multimodal Transformers Hye Jin Kim N. Lell A. Scherp 46 0 0 08 Feb 2024
Linearizing Models for Efficient yet Robust Private Inference Sreetama Sarkar Souvik Kundu Peter A. Beerel AAML 53 0 0 08 Feb 2024
Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning Darshana Saravanan Naresh Manwani Vineet Gandhi 96 0 0 07 Feb 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 91 6 0 06 Feb 2024
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Zihan Li Yuan Zheng Dandan Shan Shuzhou Yang Qingde Li Beizhan Wang Yuan-ting Zhang Qingqi Hong Dinggang Shen ViT MedIm 79 45 0 03 Feb 2024
Spectrally Transformed Kernel Regression Runtian Zhai Rattana Pukdee Roger Jin Maria-Florina Balcan Pradeep Ravikumar BDL 74 2 0 01 Feb 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model Zecheng Hao Xinyu Shi Zhiyu Pan Yujia Liu Zhaofei Yu Tiejun Huang 101 5 0 01 Feb 2024
Game-Theoretic Unlearnable Example Generator Shuang Liu Yihan Wang Xiao-Shan Gao AAML 78 9 0 31 Jan 2024
LF Tracy: A Unified Single-Pipeline Approach for Salient Object Detection in Light Field Cameras Fei Teng Jiaming Zhang Jiawei Liu Kunyu Peng Xina Cheng Zhiyong Li Kailun Yang 61 2 0 30 Jan 2024
MiTU-Net: A fine-tuned U-Net with SegFormer backbone for segmenting pubic symphysis-fetal head Fangyijie Wang Guénolé Silvestre Kathleen M. Curran MedIm 40 1 0 27 Jan 2024
Asymptotic Midpoint Mixup for Margin Balancing and Moderate Broadening Hoyong Kim Semi Lee Kangil Kim CLL 65 2 0 26 Jan 2024
Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization Adnan Khan Mai A. Shaaban Muhammad Haris Khan 113 5 0 25 Jan 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN Minsoo Kang Minkoo Kang Suhyun Kim 29 3 0 24 Jan 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 119 12 0 21 Jan 2024
Simultaneous Gesture Classification and Localization with an Automatic Gesture Annotation Model Junxiao Shen X. Xu Ran Tan Amy Karlson Evan Strasnick 66 0 0 20 Jan 2024
Exploring Color Invariance through Image-Level Ensemble Learning Yunpeng Gong Jiaquan Li Lifei Chen Min Jiang 101 17 0 19 Jan 2024
ContextMix: A context-aware data augmentation method for industrial visual inspection systems Hyungmin Kim Donghun Kim Pyunghwan Ahn Sungho Suh Hansang Cho Junmo Kim 60 2 0 18 Jan 2024
Unsupervised Pre-Training for 3D Leaf Instance Segmentation Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino Jens Behley C. Stachniss 38 7 0 16 Jan 2024
Enhanced Few-Shot Class-Incremental Learning via Ensemble Models Mingli Zhu Zihao Zhu Sihong Chen Chen Chen Baoyuan Wu CLL 81 3 0 14 Jan 2024
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI Jon Middleton Marko Bauer Kaining Sheng Jacob Johansen Mathias Perslev Silvia Ingala Mads Nielsen A. Pai 61 1 0 12 Jan 2024
YOLO-Former: YOLO Shakes Hand With ViT J. Khoramdel A. Moori Y. Borhani A. Ghanbarzadeh Esmaeil Najafi ViT 57 3 0 11 Jan 2024
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification Adrian Gheorghiu Iulian-Marius Taiatu Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 79 2 0 11 Jan 2024
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations Helen Qu Sang Michael Xie 89 5 0 08 Jan 2024
ShapeAug: Occlusion Augmentation for Event Camera Data Katharina Bendig René Schuster Didier Stricker 108 6 0 04 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 113 25 0 04 Jan 2024
Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Hanhui Wang Huaize Ye Yi Xia Xueyan Zhang MedIm 116 5 0 04 Jan 2024
Zero-shot Active Learning Using Self Supervised Learning Abhishek Sinha Shreya Singh 53 1 0 03 Jan 2024
SHARE: Single-view Human Adversarial REconstruction Shreelekha Revankar Shijia Liao Yu Shen Junbang Liang Huaishu Peng Ming-Chyuan Lin 3DH 93 0 0 30 Dec 2023
Temporal Knowledge Distillation for Time-Sensitive Financial Services Applications Hongda Shen Eren Kurshan AAML 49 2 0 28 Dec 2023
Domain Generalization with Vital Phase Augmentation Ingyun Lee Wooju Lee Hyun Myung OOD 59 5 0 27 Dec 2023
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? Soumya Suvra Ghosal Yiyou Sun Yixuan Li OODD 80 12 0 22 Dec 2023
CR-SAM: Curvature Regularized Sharpness-Aware Minimization Tao Wu Tie Luo D. C. Wunsch 56 3 0 21 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 107 20 0 20 Dec 2023
Adversarial AutoMixup Huafeng Qin Xin Jin Yun Jiang M. El-Yacoubi Xinbo Gao AAML 115 12 0 19 Dec 2023
The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations Zebin Yun Achi-Or Weingarten Eyal Ronen Mahmood Sharif 64 2 0 18 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 61 1 0 15 Dec 2023
Detection and Defense of Unlearnable Examples Yifan Zhu Lijia Yu Xiao-Shan Gao AAML 60 8 0 14 Dec 2023
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization W. Pan Zhe Xu Jiangpeng Yan Zihan Wu Raymond Kai-Yu Tong Xiu Li Jianhua Yao ISeg 60 1 0 14 Dec 2023
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples Marwa Kechaou Mokhtar Z. Alaya Romain Hérault Gilles Gasso GAN 133 0 0 12 Dec 2023
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 81 10 0 12 Dec 2023
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks Gourav Datta Zeyu Liu James Diffenderfer B. Kailkhura Peter A. Beerel 130 1 0 12 Dec 2023
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Inter-label Correlations Kouzhiqiang Yucheng Xie Jing Wang Yuheng Jia Boyu Shi Xin Geng 61 1 0 11 Dec 2023
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Christian Weihsbach Christian N. Kruse Alexander Bigalke Mattias P. Heinrich 80 1 0 11 Dec 2023
Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency Suorong Yang Hongchao Yang Suhan Guo Shen Furao Jian Zhao 32 3 0 09 Dec 2023
Sound Source Localization for a Source inside a Structure using Ac-CycleGAN S. Kita Choong Sik Park Y. Kajikawa 65 0 0 08 Dec 2023
Graph Metanetworks for Processing Diverse Neural Architectures Derek Lim Haggai Maron Marc T. Law Jonathan Lorraine James Lucas AI4CE 112 39 0 07 Dec 2023
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks L. Drees Dereje T. Demie Madhuri R. Paul Johannes Leonhardt Sabine J. Seidel Thomas F. Döring R. Roscher 45 4 0 06 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 69 5 0 06 Dec 2023