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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
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Saurabh Garg Amrith Rajagopal Setlur Zachary Chase Lipton Sivaraman Balakrishnan Virginia Smith Aditi Raghunathan SSL 74 9 0 06 Dec 2023
Long-Tail Learning with Rebalanced Contrastive Loss Charika De Alvis Dishanika Denipitiyage Suranga Seneviratne 107 1 0 04 Dec 2023
TextAug: Test time Text Augmentation for Multimodal Person Re-identification Mulham Fawakherji Eduard Vazquez P. Giampa Binod Bhattarai 86 3 0 04 Dec 2023
Learning to Compose SuperWeights for Neural Parameter Allocation Search Piotr Teterwak Soren Nelson Nikoli Dryden D. Bashkirova Kate Saenko Bryan A. Plummer 103 2 0 03 Dec 2023
Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels Changrui Chen Jungong Han Kurt Debattista 96 31 0 02 Dec 2023
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data Daoan Zhang Yunhao Luo Jiang Zhang UQCV 92 0 0 30 Nov 2023
Corrupting Convolution-based Unlearnable Datasets with Pixel-based Image Transformations Xianlong Wang Shengshan Hu Minghui Li Zhifei Yu Ziqi Zhou Leo Yu Zhang AAML 65 6 0 30 Nov 2023
RADAP: A Robust and Adaptive Defense Against Diverse Adversarial Patches on Face Recognition Xiaoliang Liu Shen Furao Jian Zhao Changhai Nie AAML 75 3 0 29 Nov 2023
LayerCollapse: Adaptive compression of neural networks Soheil Zibakhsh Shabgahi Mohammad Soheil Shariff F. Koushanfar AI4CE 61 1 0 29 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 86 36 0 28 Nov 2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization Can Sun Hao Zheng Zhigang Hu Liu Yang Meiguang Zheng Bo Xu 63 0 0 27 Nov 2023
Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence Svetlana Pavlitska Hannes Grolig J. Marius Zöllner AAML 131 3 0 27 Nov 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification Lei Wang Yibing Zhan Leilei Ma Dapeng Tao Liang Ding Chen Gong 77 1 0 26 Nov 2023
RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios Swarna Kamlam Ravindran Carlo Tomasi 70 0 0 25 Nov 2023
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model Eslam Mohamed Bakr Liangbing Zhao Vincent Tao Hu Matthieu Cord Patrick Pérez Mohamed Elhoseiny 72 0 0 24 Nov 2023
Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning Seonghak Kim Gyeongdo Ham Yucheol Cho Daeshik Kim 114 4 0 23 Nov 2023
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery Wanli Ma Oktay Karakuş Paul L. Rosin 236 1 0 22 Nov 2023
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation Hao Dong Gaëtan Frusque Yue Zhao Eleni Chatzi Olga Fink AAML 103 7 0 20 Nov 2023
PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data Jamie R. Sykes Katherine Denby Daniel W. Franks 49 2 0 20 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 88 9 0 17 Nov 2023
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang Honglin Li Yuxuan Sun Sunyi Zheng Chenglu Zhu Lin Yang 106 32 0 13 Nov 2023
Anchor Data Augmentation Nora Schneider Shirin Goshtasbpour Fernando Pérez-Cruz 100 6 0 12 Nov 2023
Learning-Based Biharmonic Augmentation for Point Cloud Classification Jiacheng Wei Guosheng Lin Henghui Ding Jie Hu Kim-Hui Yap 3DPC 76 1 0 10 Nov 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 92 14 0 10 Nov 2023
SCAAT: Improving Neural Network Interpretability via Saliency Constrained Adaptive Adversarial Training Rui Xu Wenkang Qin Peixiang Huang Hao Wang Lin Luo FAtt AAML 57 3 0 09 Nov 2023
Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 76 5 0 07 Nov 2023
Monocular UAV Localisation with Deep Learning and Uncertainty Propagation Xueyan Oh Ryan Lim Leonard Kin Yung Loh Chee How Tan Shaohui Foong U-Xuan Tan UQCV 43 6 0 06 Nov 2023
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models Jingru Yi Burak Uzkent Oana Ignat Zili Li Amanmeet Garg Xiang Yu Linda Liu VLM 78 1 0 05 Nov 2023
Comparative Knowledge Distillation Alex Wilf Alex Tianyi Xu Paul Pu Liang A. Obolenskiy Daniel Fried Louis-Philippe Morency VLM 76 1 0 03 Nov 2023
Data-Centric Long-Tailed Image Recognition Yanbiao Ma Licheng Jiao Fang Liu Shuyuan Yang Xu Liu Puhua Chen 124 1 0 03 Nov 2023
SemiGPC: Distribution-Aware Label Refinement for Imbalanced Semi-Supervised Learning Using Gaussian Processes Abdelhak Lemkhenter Manchen Wang Luca Zancato Gurumurthy Swaminathan Paolo Favaro Davide Modolo 101 0 0 03 Nov 2023
InstanT: Semi-supervised Learning with Instance-dependent Thresholds Muyang Li Runze Wu Haoyu Liu Jun-chen Yu Xun Yang Bo Han Tongliang Liu 91 17 0 29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 19 2 0 28 Oct 2023
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Zachariah Carmichael Vineet Gundecha Sahand Ghorbanpour Ricardo Luna Antonio Guillen-Perez Avisek Naug AAML DiffM 81 5 0 28 Oct 2023
Semi-Supervised Panoptic Narrative Grounding Danni Yang Jiayi Ji Xiaoshuai Sun Haowei Wang Yinan Li Yiwei Ma Rongrong Ji 84 5 0 27 Oct 2023
SSLCL: An Efficient Model-Agnostic Supervised Contrastive Learning Framework for Emotion Recognition in Conversations Tao Shi Xiao Liang Yaoyuan Liang Xinyi Tong Shao-Lun Huang 74 0 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 111 4 0 24 Oct 2023
Segue: Side-information Guided Generative Unlearnable Examples for Facial Privacy Protection in Real World Zhiling Zhang Jie Zhang Kui Zhang Wenbo Zhou Weiming Zhang Neng H. Yu 68 1 0 24 Oct 2023
MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency Xiaoyun Liu Divya Saxena Jiannong Cao Yuqing Zhao Penghui Ruan 97 0 0 23 Oct 2023
An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation Wenhao Yan He Li K. Ota M. Dong FedML 29 0 0 23 Oct 2023
ASP: Automatic Selection of Proxy dataset for efficient AutoML Peng Yao Chao Liao Jiyuan Jia Jianchao Tan Bin Chen Chengru Song Di Zhang 57 3 0 17 Oct 2023
SGA: A Graph Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Shuyan Wan Sijie Wang Xianda Zheng Xinrui Zhang Kaiqi Zhao Jiamou Liu Dong Hao 54 1 0 15 Oct 2023
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting Runqi Lin Chaojian Yu Bo Han Tongliang Liu 71 9 0 13 Oct 2023
Impact of Label Types on Training SWIN Models with Overhead Imagery Ryan Ford Kenneth Hutchison Nicholas Felts Benjamin Cheng Jesse Lew Kyle Jackson 64 0 0 11 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters Mateusz Michalkiewicz M. Faraki Xiang Yu Manmohan Chandraker Mahsa Baktash 53 4 0 11 Oct 2023
Unleashing the power of Neural Collapse for Transferability Estimation Yuhe Ding Bo Jiang Lijun Sheng Aihua Zheng Jian Liang CVBM 87 1 0 09 Oct 2023
Transferable Availability Poisoning Attacks Yiyong Liu Michael Backes Xiao Zhang AAML 69 3 0 08 Oct 2023
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers Zhenglin Huang Xianan Bao Na Zhang Qingqi Zhang Xiaomei Tu Biao Wu Xi Yang 123 9 0 07 Oct 2023
A Holistic Evaluation of Piano Sound Quality Monan Zhou Shangda Wu Shaohua Ji Zijin Li Wei Li 94 0 0 07 Oct 2023
Splitting the Difference on Adversarial Training Matan Levi A. Kontorovich 89 4 0 03 Oct 2023