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
Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection Dasol Choi Dongbin Na OODD 24 2 0 24 Dec 2023
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models Gianni Franchi Olivier Laurent Maxence Leguéry Andrei Bursuc Andrea Pilzer Angela Yao UQCV BDL 28 4 0 23 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 51 5 0 21 Dec 2023
Doubly Perturbed Task Free Continual Learning Byung Hyun Lee Min-hwan Oh Se Young Chun 32 3 0 20 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 48 15 0 20 Dec 2023
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 46 2 0 20 Dec 2023
PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis Efthymios Georgiou Yannis Avrithis Alexandros Potamianos 33 1 0 19 Dec 2023
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains Jaeyeul Kim Jungwan Woo Jeonghoon Kim Sunghoon Im 31 2 0 19 Dec 2023
Adversarial AutoMixup Huafeng Qin Xin Jin Yun Jiang M. El-Yacoubi Xinbo Gao AAML 37 11 0 19 Dec 2023
The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations Zebin Yun Achi-Or Weingarten Eyal Ronen Mahmood Sharif 28 2 0 18 Dec 2023
Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization Tianrui Jia Haoyang Li Cheng Yang Tao Tao Chuan Shi OOD 42 17 0 18 Dec 2023
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane 30 5 0 15 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 26 1 0 15 Dec 2023
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy Junsu Kim Sumin Hong Chanwoo Kim Jihyeon Kim Yihalem Yimolal Tiruneh Jeongwan On Jihyun Song Sunhwa Choi Seungryul Baek 21 3 0 14 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 45 75 0 14 Dec 2023
EAT: Towards Long-Tailed Out-of-Distribution Detection Tong Wei Bo-Lin Wang Min-Ling Zhang OODD 36 14 0 14 Dec 2023
TiMix: Text-aware Image Mixing for Effective Vision-Language Pre-training Chaoya Jiang Wei Ye Haiyang Xu Qinghao Ye Mingshi Yan Ji Zhang Shikun Zhang CLIP VLM 27 4 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 28 1 0 14 Dec 2023
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 30 1 0 13 Dec 2023
Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix Kewei Wang Yizheng Wu Zhiyu Pan Xingyi Li Ke Xian Zhe Wang Zhiguo Cao Guo-Shing Lin 40 7 0 13 Dec 2023
DTL: Disentangled Transfer Learning for Visual Recognition Minghao Fu Ke Zhu Jianxin Wu 24 18 0 13 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 30 0 0 12 Dec 2023
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection Joonhyun Jeong Geondo Park Jayeon Yoo Hyungsik Jung Heesu Kim VLM ObjD 46 10 0 12 Dec 2023
Transferring Modality-Aware Pedestrian Attentive Learning for Visible-Infrared Person Re-identification Yuwei Guo Wenhao Zhang Licheng Jiao Shuang Wang Shuo Wang Fang Liu 56 0 0 12 Dec 2023
4M: Massively Multimodal Masked Modeling David Mizrahi Roman Bachmann Ouguzhan Fatih Kar Teresa Yeo Mingfei Gao Afshin Dehghan Amir Zamir MLLM 55 64 0 11 Dec 2023
Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors Tongkun Guan Wei Shen Xuehang Yang Xuehui Wang Xiaokang Yang 61 7 0 08 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 50 25 0 08 Dec 2023
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation Bangyan He Xiaojun Jia Siyuan Liang Tianrui Lou Yang Liu Xiaochun Cao AAML VLM 36 23 0 08 Dec 2023
MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness Xiaoyun Xu Shujian Yu Jingzheng Wu S. Picek AAML 40 0 0 08 Dec 2023
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm Peng Sun Bei Shi Daiwei Yu Tao Lin DD 34 40 0 06 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 37 5 0 06 Dec 2023
MoSA: Mixture of Sparse Adapters for Visual Efficient Tuning Qizhe Zhang Bocheng Zou Ruichuan An Jiaming Liu Shanghang Zhang MoE 29 2 0 05 Dec 2023
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification Victor G. Turrisi da Costa Nicola Dall’Asen Yiming Wang N. Sebe Elisa Ricci 51 3 0 05 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 51 4 0 05 Dec 2023
Simplifying Neural Network Training Under Class Imbalance Ravid Shwartz-Ziv Micah Goldblum Yucen Lily Li C. Bayan Bruss Andrew Gordon Wilson 39 14 0 05 Dec 2023
Guarding Barlow Twins Against Overfitting with Mixed Samples W. G. C. Bandara C. D. Melo Vishal M. Patel SSL 42 11 0 04 Dec 2023
TextAug: Test time Text Augmentation for Multimodal Person Re-identification Mulham Fawakherji Eduard Vazquez P. Giampa Binod Bhattarai 52 2 0 04 Dec 2023
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer Renan A. Rojas-Gomez Karan Singhal Ali Etemad Alex Bijamov Warren Morningstar Philip Mansfield 32 1 0 02 Dec 2023
DEVIAS: Learning Disentangled Video Representations of Action and Scene for Holistic Video Understanding Kyungho Bae Geo Ahn Youngrae Kim Jinwoo Choi 32 3 0 30 Nov 2023
Initializing Models with Larger Ones Zhiqiu Xu Yanjie Chen Kirill Vishniakov Yida Yin Zhiqiang Shen Trevor Darrell Lingjie Liu Zhuang Liu 48 17 0 30 Nov 2023
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data Daoan Zhang Yunhao Luo Jiang Zhang UQCV 35 0 0 30 Nov 2023
Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction Cheng Sun Wei-En Tai Yu-Lin Shih Kuan-Wei Chen Yong-Jing Syu Kent Selwyn The Yu-Chiang Frank Wang Hwann-Tzong Chen 3DV 38 2 0 30 Nov 2023
Learning Part Segmentation from Synthetic Animals Jiawei Peng Ju He Prakhar Kaushik Zihao Xiao Jiteng Mu Alan Yuille 28 2 0 30 Nov 2023
Improving Adversarial Transferability via Model Alignment A. Ma Amir-massoud Farahmand Yangchen Pan Philip Torr Jindong Gu AAML 38 5 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 34 0 0 30 Nov 2023
Non-Visible Light Data Synthesis and Application: A Case Study for Synthetic Aperture Radar Imagery Zichen Tian Zhaozheng Chen Qianru Sun 38 1 0 29 Nov 2023
LayerCollapse: Adaptive compression of neural networks Soheil Zibakhsh Shabgahi Mohammad Soheil Shariff F. Koushanfar AI4CE 27 1 0 29 Nov 2023
TransNeXt: Robust Foveal Visual Perception for Vision Transformers Dai Shi ViT 23 77 0 28 Nov 2023
Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence Svetlana Pavlitska Hannes Grolig J. Marius Zöllner AAML 27 3 0 27 Nov 2023
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation Ozan Unal Dengxin Dai Lukas Hoyer Y. Can Luc Van Gool 3DPC 28 5 0 27 Nov 2023