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RandAugment: Practical automated data augmentation with a reduced search space

30 September 2019

Papers citing "RandAugment: Practical automated data augmentation with a reduced search space"

50 / 2,036 papers shown

Title
Vision Transformers with Natural Language Semantics Young-Kyung Kim Matías Di Martino Guillermo Sapiro ViT 58 5 0 27 Feb 2024
Interactive Multi-Head Self-Attention with Linear Complexity Hankyul Kang Ming-Hsuan Yang Jongbin Ryu 45 1 0 27 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 79 3 0 22 Feb 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 124 0 0 18 Feb 2024
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients Xinchi Qiu Yan Gao Lorenzo Sani Heng Pan Wanru Zhao Pedro Gusmão Mina Alibeigi Alexandru Iacob Nicholas D. Lane FedML 64 3 0 15 Feb 2024
Towards Privacy-Aware Sign Language Translation at Scale Phillip Rust Bowen Shi Skyler Wang Necati Cihan Camgöz Jean Maillard SLR 91 17 0 14 Feb 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness Siyuan Li Zicheng Liu Juanxi Tian Ge Wang Zedong Wang ... Cheng Tan Tao Lin Yang Liu Baigui Sun Stan Z. Li 66 6 0 14 Feb 2024
Selective Learning: Towards Robust Calibration with Dynamic Regularization Zongbo Han Yifeng Yang Changqing Zhang Linjun Zhang Qiufeng Wang Qinghua Hu 55 4 0 13 Feb 2024
Conditional Information Gain Trellis Ufuk Can Biçici Tuna Han Salih Meral L. Akarun 38 2 0 13 Feb 2024
CrossGaze: A Strong Method for 3D Gaze Estimation in the Wild Andy Catruna Adrian Cosma I. Radoi 67 5 0 13 Feb 2024
Lumos : Empowering Multimodal LLMs with Scene Text Recognition Ashish Shenoy Yichao Lu Srihari Jayakumar Debojeet Chatterjee Mohsen Moslehpour ... Shicong Zhao Longfang Zhao Ankit Ramchandani Xin Luna Dong Anuj Kumar MLLM 65 3 0 12 Feb 2024
TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound Yinyu Ye Shijing Chen Dong Ni Ruobing Huang 64 0 0 12 Feb 2024
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation Muthuraman Chidambaram Rong Ge AAML 114 0 0 10 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
Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts Zhili Liu Kai Chen Jianhua Han Lanqing Hong Hang Xu Zhenguo Li James T. Kwok MoE 183 25 0 08 Feb 2024
Dual-disentangled Deep Multiple Clustering Jiawei Yao Juhua Hu 46 5 0 07 Feb 2024
Multi-Scale Semantic Segmentation with Modified MBConv Blocks Xi Chen Yang Cai Yuan Wu Bo Xiong Taesung Park SSeg 71 0 0 07 Feb 2024
Neural Networks Learn Statistics of Increasing Complexity Nora Belrose Quintin Pope Lucia Quirke Alex Troy Mallen Xiaoli Z. Fern 68 11 0 06 Feb 2024
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation Amin Parchami-Araghi Moritz Bohle Sukrut Rao Bernt Schiele FAtt 59 4 0 05 Feb 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 91 5 0 04 Feb 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 71 2 0 04 Feb 2024
Precise Knowledge Transfer via Flow Matching Shitong Shao Zhiqiang Shen Linrui Gong Huanran Chen Xu Dai 68 2 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
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 73 2 0 31 Jan 2024
Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition Lei Liu Li Liu Haizhou Li 82 7 0 31 Jan 2024
Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networks Brandon Morgan Dean Frederick Hougen 47 2 0 30 Jan 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Chak Fong Chong Xinyi Fang Jielong Guo Yapeng Wang Wei Ke C. Lam Sio-Kei Im 84 1 0 30 Jan 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling Pratyush Maini Skyler Seto Richard He Bai David Grangier Yizhe Zhang Navdeep Jaitly SyDa 89 67 0 29 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 128 27 0 27 Jan 2024
Deconstructing Denoising Diffusion Models for Self-Supervised Learning Xinlei Chen Zhuang Liu Saining Xie Kaiming He DiffM 88 60 0 25 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 136 16 0 25 Jan 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 90 0 0 24 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 74 1 0 23 Jan 2024
Inter-Domain Mixup for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 81 18 0 21 Jan 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 114 12 0 21 Jan 2024
Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts Kiyoon Kim Shreyank N. Gowda Panagiotis Eustratiadis Antreas Antoniou Robert B Fisher 105 2 0 21 Jan 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 87 7 0 20 Jan 2024
Data Augmentation for Traffic Classification Chao Wang A. Finamore Pietro Michiardi Massimo Gallo Dario Rossi 85 7 0 19 Jan 2024
AutoFT: Learning an Objective for Robust Fine-Tuning Caroline Choi Yoonho Lee Annie S. Chen Allan Zhou Aditi Raghunathan Chelsea Finn OOD 103 0 0 18 Jan 2024
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields Z. Babaiee Peyman M. Kiasari Daniela Rus Radu Grosu MDE 26 3 0 18 Jan 2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 51 4 0 17 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
Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection Wei Ye Chaoya Jiang Haiyang Xu Chenhao Ye Chenliang Li Mingshi Yan Shikun Zhang Songhang Huang Fei Huang VLM 77 0 0 11 Jan 2024
HaltingVT: Adaptive Token Halting Transformer for Efficient Video Recognition Qian Wu Ruoxuan Cui Yuke Li Haoqi Zhu ViT 70 2 0 10 Jan 2024
Revisiting Adversarial Training at Scale Zeyu Wang Xianhang Li Hongru Zhu Cihang Xie 129 19 0 09 Jan 2024
Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations Heewon Kim Hyun Sung Chang Kiho Cho Jaeyun Lee Bohyung Han NoLa 53 3 0 09 Jan 2024
Setting the Record Straight on Transformer Oversmoothing G. Dovonon M. Bronstein Matt J. Kusner 88 6 0 09 Jan 2024
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations Helen Qu Sang Michael Xie 89 5 0 08 Jan 2024
Fully Attentional Networks with Self-emerging Token Labeling Bingyin Zhao Zhiding Yu Shiyi Lan Yutao Cheng A. Anandkumar Yingjie Lao Jose M. Alvarez 1.0K 6 0 08 Jan 2024