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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"

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Title
Effective Subset Selection Through The Lens of Neural Network Pruning Noga Bar Raja Giryes CVBM 77 0 0 03 Jun 2024
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 85 0 0 03 Jun 2024
On the Use of Anchoring for Training Vision Models V. Narayanaswamy Kowshik Thopalli Rushil Anirudh Yamen Mubarka W. Sakla Jayaraman J. Thiagarajan 90 0 0 01 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 96 7 0 31 May 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 64 4 0 30 May 2024
Weights Augmentation: it has never ever ever ever let her model down Junbin Zhuang Guiguang Din Yunyi Yan 97 1 0 30 May 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 97 0 0 29 May 2024
Wavelet-Based Image Tokenizer for Vision Transformers Zhenhai Zhu Radu Soricut ViT 102 5 0 28 May 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution Wenzhuo Liu Fei Zhu Shijie Ma Cheng-Lin Liu 74 5 0 28 May 2024
Hierarchical Action Recognition: A Contrastive Video-Language Approach with Hierarchical Interactions Rui Zhang Shuailong Li Junxiao Xue Feng Lin Qing Zhang Xiao Ma Xiaoran Yan 84 0 0 28 May 2024
Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation Amir El-Ghoussani Julia Hornauer Gustavo Carneiro Vasileios Belagiannis MDE 62 0 0 27 May 2024
Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label Kangye Ji Fei Cheng Zeqing Wang Bohu Huang NoLa 76 0 0 27 May 2024
PanoTree: Autonomous Photo-Spot Explorer in Virtual Reality Scenes Tomohiro Hayase Braun Sacha Hikari Yanagawa Itsuki Orito Yuichi Hiroi 3DPC 68 0 0 27 May 2024
Demystify Mamba in Vision: A Linear Attention Perspective Dongchen Han Ziyi Wang Zhuofan Xia Yizeng Han Yifan Pu Chunjiang Ge Jun Song Shiji Song Bo Zheng Gao Huang Mamba 127 59 0 26 May 2024
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classification Chak Fong Chong Jielong Guo Xu Yang Wei Ke Yapeng Wang VLM 85 0 0 24 May 2024
SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification Zuoyong Li Qinghua Lin Haoyi Fan Tiesong Zhao David Zhang 63 0 0 23 May 2024
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers Bum Jun Kim Sang Woo Kim ViT 61 1 0 23 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 106 3 0 22 May 2024
Vision Transformer with Sparse Scan Prior Qihang Fan Huaibo Huang Mingrui Chen Ran He ViT 80 6 0 22 May 2024
Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens Qihang Fan Huaibo Huang Mingrui Chen Ran He 77 3 0 22 May 2024
A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability Li-Yang Tseng Tzu-Ling Lin Hong-Han Shuai Jen-Wei Huang Wen-Whei Chang 36 0 0 21 May 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 66 2 0 19 May 2024
Quantum Vision Transformers for Quark-Gluon Classification Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong Roy T. Forestano S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu 78 9 0 16 May 2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation Wentao Jiang Jing Zhang Di Wang Qiming Zhang Zengmao Wang Bo Du 74 5 0 16 May 2024
HAAP: Vision-context Hierarchical Attention Autoregressive with Adaptive Permutation for Scene Text Recognition Honghui Chen Yuhang Qiu Jiabao Wang Pingping Chen Nam Ling 62 0 0 15 May 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 162 26 0 15 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 111 12 0 14 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 105 3 0 14 May 2024
MambaOut: Do We Really Need Mamba for Vision? Weihao Yu Xinchao Wang Mamba 97 58 0 13 May 2024
BoQ: A Place is Worth a Bag of Learnable Queries A. Ali-bey B. Chaib-draa Philippe Giguère 107 25 0 12 May 2024
CoViews: Adaptive Augmentation Using Cooperative Views for Enhanced Contrastive Learning Nazim Bendib 64 0 0 12 May 2024
Robust Semi-supervised Learning by Wisely Leveraging Open-set Data Yang Yang Nan Jiang Yi Tian Xu De-Chuan Zhan 96 18 0 11 May 2024
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach Teerath Kumar Alessandra Mileo Malika Bendechache AAML 64 4 0 10 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 66 1 0 10 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 114 1 0 08 May 2024
You Only Need Half: Boosting Data Augmentation by Using Partial Content Juntao Hu Yuan Wu 69 1 0 05 May 2024
LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model Yulin Luo Ruichuan An Bocheng Zou Yiming Tang Jiaming Liu Shanghang Zhang 97 17 0 03 May 2024
Data Augmentation Policy Search for Long-Term Forecasting Liran Nochumsohn Omri Azencot AI4TS TPM 148 5 0 01 May 2024
Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanism Chenqi Guo Shiwei Zhong Xiaofeng Liu Qianli Feng Yinglong Ma 67 2 0 30 Apr 2024
Policy Gradient-Driven Noise Mask Mehmet Can Yavuz Yang Yang 139 1 0 29 Apr 2024
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention Damith Chamalke Senadeera Xiaoyun Yang Dimitrios Kollias Gregory G. Slabaugh 56 2 0 27 Apr 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou Wei Ye Zhemg Lee Rui Xie Shi-Bo Zhang 69 2 0 25 Apr 2024
Improving Multi-label Recognition using Class Co-Occurrence Probabilities Samyak Rawlekar Shubhang Bhatnagar Vishnuvardhan Pogunulu Srinivasulu Narendra Ahuja VLM 111 6 0 24 Apr 2024
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines Xin Jiang Hao Tang Rui Yan Jinhui Tang Zechao Li 80 5 0 24 Apr 2024
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression Recognition Shu Liu Yan Xu Tongming Wan Xiaoyan Kui 61 0 0 24 Apr 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations Sibei Chen Yeye He Weiwei Cui Ju Fan Song Ge Haidong Zhang Dongmei Zhang Surajit Chaudhuri LMTD 95 9 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 104 1 0 18 Apr 2024
GEOBIND: Binding Text, Image, and Audio through Satellite Images Aayush Dhakal Subash Khanal Srikumar Sastry Adeel Ahmad Nathan Jacobs 73 3 0 17 Apr 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 110 0 0 17 Apr 2024
GhostNetV3: Exploring the Training Strategies for Compact Models Zhenhua Liu Zhiwei Hao Kai Han Yehui Tang Yunhe Wang 64 17 0 17 Apr 2024