v1v2 (latest)

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
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Zhuofan Xia Xuran Pan Shiji Song Li Erran Li Gao Huang ViT 86 27 0 04 Sep 2023
Fine-grained Recognition with Learnable Semantic Data Augmentation Yifan Pu Yizeng Han Yulin Wang Junlan Feng Chao Deng Gao Huang 95 29 0 01 Sep 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 73 6 0 31 Aug 2023
Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features Jaeik Jeon S. Ha Yeonggul Jang Y. Yoon Jiyeon Kim Hyunseok Jeong D. Jeong Youngtaek Hong Seung-Ah Lee Hyuk-Jae Chang 18 3 0 31 Aug 2023
DTrOCR: Decoder-only Transformer for Optical Character Recognition Masato Fujitake 204 40 0 30 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 82 2 0 30 Aug 2023
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning Nathan G. Drenkow Mathias Unberath 71 5 0 28 Aug 2023
PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series Nicasia Beebe-Wang Sayna Ebrahimi Jinsung Yoon Sercan O. Arik Tomas Pfister AI4TS 56 4 0 25 Aug 2023
Dual Compensation Residual Networks for Class Imbalanced Learning Rui Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 101 6 0 25 Aug 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 99 5 0 24 Aug 2023
Don't Look into the Sun: Adversarial Solarization Attacks on Image Classifiers Paul Gavrikov J. Keuper AAML 80 0 0 24 Aug 2023
Optimizing Neural Network Scale for ECG Classification ByeongTak Lee Yong-Yeon Jo Joon-Myoung Kwon 107 1 0 24 Aug 2023
Masking Strategies for Background Bias Removal in Computer Vision Models Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos OOD OCL 112 6 0 23 Aug 2023
SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels Han Yang Tianyu Wang Xiao Hu Chi-Wing Fu NoLa 105 14 0 23 Aug 2023
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Dong Hwan Kim MoE 70 9 0 22 Aug 2023
SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation Lixiong Qin Mei Wang Chao Deng K. Wang Xiangshan Chen Jiani Hu Weihong Deng CVBM ViT 68 47 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 131 12 0 22 Aug 2023
UnLoc: A Unified Framework for Video Localization Tasks Shengjia Yan Xuehan Xiong Arsha Nagrani Anurag Arnab Zhonghao Wang Weina Ge David A. Ross Cordelia Schmid 136 55 0 21 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 55 0 0 21 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 120 22 0 20 Aug 2023
TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective Jun Dan Yang Liu Haoyu Xie Jiankang Deng H. Xie Xuansong Xie Baigui Sun ViT 100 25 0 20 Aug 2023
An Empirical Study of CLIP for Text-based Person Search Min Cao Yang Bai Ziyin Zeng Mang Ye Min Zhang VLM 122 47 0 19 Aug 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition QiHao Zhao Chen Jiang Wei Hu Fangying Zhang Jun Liu 79 11 0 19 Aug 2023
The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation Junhui Liang Yang Liu Vladimir Vlassov 127 5 0 18 Aug 2023
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability Runhu Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu DiffM 62 2 0 18 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 84 12 0 17 Aug 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions Takanori Asanomi Shinnosuke Matsuo D. Suehiro Ryoma Bise 60 9 0 17 Aug 2023
KernelWarehouse: Towards Parameter-Efficient Dynamic Convolution Chao Li Anbang Yao 67 8 0 16 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 88 9 0 15 Aug 2023
Diffusion Based Augmentation for Captioning and Retrieval in Cultural Heritage Dario Cioni Lorenzo Berlincioni Federico Becattini A. Bimbo DiffM 59 10 0 14 Aug 2023
Multi-Label Knowledge Distillation Penghui Yang Ming-Kun Xie Chen-Chen Zong Lei Feng Gang Niu Masashi Sugiyama Sheng-Jun Huang 82 10 0 12 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 79 24 0 11 Aug 2023
Zero-shot Text-driven Physically Interpretable Face Editing Yapeng Meng Songru Yang Xuyang Hu Rui Zhao Lincheng Li Z. Shi Zhengxia Zou DiffM 46 1 0 11 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 78 10 0 10 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 65 63 0 09 Aug 2023
High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention A. Kelm Niels Hannemann Bruno Heberle Lucas Schmidt Tim Rolff Christian Wilms Ehsan Yaghoubi Simone Frintrop 58 0 0 09 Aug 2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers Joakim Bruslund Haurum Sergio Escalera Graham W. Taylor T. Moeslund ViT 102 38 0 09 Aug 2023
SegMatch: A semi-supervised learning method for surgical instrument segmentation Meng Wei Charlie Budd Luis C. Garcia-Peraza-Herrera Reuben Dorent Miaojing Shi Tom Vercauteren 59 5 0 09 Aug 2023
Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation Shuangrui Ding Peisen Zhao Xiaopeng Zhang Rui Qian H. Xiong Qi Tian ViT 83 18 0 08 Aug 2023
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging S. Llambias Mads Nielsen Mostafa Mehdipour-Ghazi OOD 43 4 0 08 Aug 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Dongkyu Kim ViT MedIm 46 13 0 08 Aug 2023
Frustratingly Easy Model Generalization by Dummy Risk Minimization Juncheng Wang Jindong Wang Xixu Hu Shujun Wang Xingxu Xie 58 2 0 04 Aug 2023
Consistency Regularization for Generalizable Source-free Domain Adaptation Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li TTA 93 15 0 03 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 79 18 0 03 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 127 2 0 02 Aug 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention Dongchen Han Xuran Pan Yizeng Han Shiji Song Gao Huang 103 180 0 01 Aug 2023
LaplaceConfidence: a Graph-based Approach for Learning with Noisy Labels Mingcai Chen Yuntao Du Wei Tang Baoming Zhang Hao Cheng Shuwei Qian Chongjun Wang NoLa 91 2 0 31 Jul 2023
Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks João A. Leite Carolina Scarton D. F. Silva 105 1 0 31 Jul 2023
Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images Aayush Dhakal Adeel Ahmad Subash Khanal Srikumar Sastry Hannah Kerner Nathan Jacobs 71 13 0 29 Jul 2023
Efficient Semi-Supervised Federated Learning for Heterogeneous Participants Zhipeng Sun Yang Xu Hong-Ze Xu Liusheng Huang C. Qiao FedML 73 0 0 29 Jul 2023