CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

13 May 2019

Papers citing "CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features"

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Title
Geometric Pooling: maintaining more useful information Hao Xu Jia Liu Yang Shen Kenan Lou Yanxia Bao Ruihua Zhang Shuyue Zhou Hongsen Zhao Shuai Wang 40 0 0 21 Jun 2023
Inter-Instance Similarity Modeling for Contrastive Learning Chen Shen Dawei Liu Hao Tang Zhe Qu Jianxin Wang SSL 36 4 0 21 Jun 2023
Dynamic Perceiver for Efficient Visual Recognition Yizeng Han Dongchen Han Zeyu Liu Yulin Wang Xuran Pan Yifan Pu Chaorui Deng Junlan Feng S. Song Gao Huang 37 29 0 20 Jun 2023
RaViTT: Random Vision Transformer Tokens Felipe A. Quezada Carlos F. Navarro Cristian Muñoz Manuel Zamorano Jorge Jara-Wilde Violeta Chang C. Navarro Mauricio Cerda ViT 33 1 0 19 Jun 2023
Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Ye Wang Yaxiong Wang Guoshuai Zhao Xueming Qian CLL 46 1 0 19 Jun 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 69 26 0 19 Jun 2023
Exploring the Relationship between Samples and Masks for Robust Defect Localization Jiangke Lin Yaping Yan 36 0 0 19 Jun 2023
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation Shuang Zhou Xiao Shi Huang Ninghao Liu Huachi Zhou F. Chung Longhai Huang 71 23 0 18 Jun 2023
Development of a Deep Learning System for Intra-Operative Identification of Cancer Metastases T. Schnelldorfer Janil Castro A. Goldar‐Najafi Liping Liu 14 1 0 17 Jun 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 48 5 0 16 Jun 2023
UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation Pha Nguyen Kha Gia Quach J. Gauch S. Khan Bhiksha Raj Khoa Luu VOT 41 2 0 16 Jun 2023
Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal Zhentao Tan Yue-bo Wu Qiankun Liu Qi Chu Le Lu Jieping Ye Nenghai Yu 53 11 0 15 Jun 2023
Modularity Trumps Invariance for Compositional Robustness I. Mason Anirban Sarkar Tomotake Sasaki Xavier Boix OOD 28 1 0 15 Jun 2023
Team AcieLee: Technical Report for EPIC-SOUNDS Audio-Based Interaction Recognition Challenge 2023 Yuqi Li Yi-Jhen Luo Xiaoshuai Hao Chuanguang Yang Zhulin An Dantong Song Wei Yi 40 0 0 15 Jun 2023
M^2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation Quoc-Huy Trinh Nhat-Tan Bui Trong-Hieu Nguyen-Mau Minh Le Nguyen H. Phan M. Tran Hai-Dang Nguyen 23 4 0 14 Jun 2023
SaliencyCut: Augmenting Plausible Anomalies for Anomaly Detection Jianan Ye Yijie Hu Xi Yang Qiufeng Wang Chao Huang Kaizhu Huang 27 5 0 14 Jun 2023
A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Yu-Hu Yan Lei Zhu FedML OOD 40 10 0 14 Jun 2023
Generating Images with 3D Annotations Using Diffusion Models Wufei Ma Qihao Liu Jiahao Wang Angtian Wang Xiaoding Yuan ... Ruxiao Duan Yongrui Qi Adam Kortylewski Yaoyao Liu Alan Yuille DiffM 34 5 0 13 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 44 26 0 13 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 39 30 0 12 Jun 2023
AROID: Improving Adversarial Robustness through Online Instance-wise Data Augmentation Lin Li Jianing Qiu Michael W. Spratling AAML 43 4 0 12 Jun 2023
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition Mengke Li Zhikai Hu Yang Lu Weichao Lan Yiu-ming Cheung Hui Huang 36 19 0 12 Jun 2023
Underwater Acoustic Target Recognition based on Smoothness-inducing Regularization and Spectrogram-based Data Augmentation Ji Xu Yuan Xie Wenchao Wang 28 17 0 12 Jun 2023
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection Sayantan Das Mojtaba Kolahdouzi Levent Özparlak Will Hickie Ali Etemad ViT CVBM 29 3 0 12 Jun 2023
Rethink DARTS Search Space and Renovate a New Benchmark Jiuling Zhang Zhiming Ding 35 1 0 12 Jun 2023
Graph Mixup with Soft Alignments Hongyi Ling Zhimeng Jiang Meng Liu Shuiwang Ji Na Zou AAML 34 21 0 11 Jun 2023
2-D SSM: A General Spatial Layer for Visual Transformers Ethan Baron Itamar Zimerman Lior Wolf 43 15 0 11 Jun 2023
Understanding the Benefits of Image Augmentations Matthew Iceland Christopher Kanan 42 1 0 09 Jun 2023
Adaptive Contextual Perception: How to Generalize to New Backgrounds and Ambiguous Objects Zhuofan Ying Peter Hase Joey Tianyi Zhou 39 1 0 09 Jun 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy Paul Pu Liang Zihao Deng Martin Q. Ma James Zou Louis-Philippe Morency Ruslan Salakhutdinov SSL 39 49 0 08 Jun 2023
Focus for Free in Density-Based Counting Zenglin Shi Pascal Mettes Cees G. M. Snoek 3DPC 31 8 0 08 Jun 2023
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual Categorization Shuo Ye Shujian Yu W. Hou Yu Wang Xinge You OOD 41 10 0 08 Jun 2023
Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration Emanuel Sanchez Aimar Hannah Helgesen Yonghao Xu Marco Kuhlmann Michael Felsberg 38 0 0 07 Jun 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 42 25 0 07 Jun 2023
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren OOD 54 13 0 06 Jun 2023
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers Hanxi Li Jing Wu Lin Yuanbo Wu Hao Chen Deyin Liu Mingwen Wang Peng Wang ViT 45 4 0 06 Jun 2023
Putting Humans in the Image Captioning Loop Aliki Anagnostopoulou Mareike Hartmann Daniel Sonntag VLM 37 1 0 06 Jun 2023
R-Mixup: Riemannian Mixup for Biological Networks Xuan Kan Zimu Li Hejie Cui Yue Yu Ran Xu Shaojun Yu Zilong Zhang Ying Guo Carl Yang 51 7 0 05 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 40 10 0 04 Jun 2023
Balancing Logit Variation for Long-tailed Semantic Segmentation Yuchao Wang Jingjing Fei Haochen Wang Wei Li Tianpeng Bao Liwei Wu Rui Zhao Yujun Shen 47 25 0 03 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 29 4 0 02 Jun 2023
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data Shuvendu Roy Ali Etemad SSL 39 4 0 02 Jun 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles Chaitanya K. Ryali Yuan-Ting Hu Daniel Bolya Chen Wei Haoqi Fan ... Omid Poursaeed Judy Hoffman Jitendra Malik Yanghao Li Christoph Feichtenhofer 3DH 45 164 0 01 Jun 2023
A Novel Driver Distraction Behavior Detection Method Based on Self-supervised Learning with Masked Image Modeling Yingzhi Zhang Taiguo Li Chong Li Xinghong Zhou 45 10 0 01 Jun 2023
Provable Benefit of Mixup for Finding Optimal Decision Boundaries Junsoo Oh Chulee Yun 30 5 0 01 Jun 2023
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 57 28 0 01 Jun 2023
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training Rie Johnson Tong Zhang 11 5 0 31 May 2023
VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert 35 9 0 31 May 2023
MSMix:An Interpolation-Based Text Data Augmentation Method Manifold Swap Mixup Mao Ye Haitao Wang Zheqian Chen 40 1 0 31 May 2023
Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis Jong Moon Ha Olga Fink 31 13 0 31 May 2023