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
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization Yikang Wei 17 0 0 15 May 2025
Adaptive Contextual Embedding for Robust Far-View Borehole Detection Xuesong Liu Tianyu Hao Emmett J. Ientilucci 41 0 0 08 May 2025
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer Sainath Dey Mitul Goswami Jashika Sethi Prasant Kumar Pattnaik ViT 28 0 0 07 May 2025
Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis Nikita Ravi Abhinav Goel James C. Davis George K. Thiruvathukal 40 0 0 06 May 2025
Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices Tasnim Shahriar 19 0 0 06 May 2025
When Dynamic Data Selection Meets Data Augmentation S. M. I. Simon X. Yang Peng Ye F. Shen Dongzhan Zhou 24 0 0 02 May 2025
Federated Out-of-Distribution Generalization: A Causal Augmentation View Runhui Zhang Sijin Zhou Zhuang Qi OOD FedML 73 1 0 28 Apr 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 41 0 0 28 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi S. Jing Xing Jian Liu ObjD VLM 79 0 0 27 Apr 2025
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu Jiahao Wen Zhedong Zheng 46 0 0 26 Apr 2025
A Model Zoo on Phase Transitions in Neural Networks Konstantin Schurholt Léo Meynent Yefan Zhou Haiquan Lu Yaoqing Yang Damian Borth 63 0 0 25 Apr 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 32 0 0 25 Apr 2025
The effects of Hessian eigenvalue spectral density type on the applicability of Hessian analysis to generalization capability assessment of neural networks Nikita Gabdullin 16 0 0 24 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Y. Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 36 0 0 19 Apr 2025
LIFT+: Lightweight Fine-Tuning for Long-Tail Learning Jiang-Xin Shi Tong Wei Yu-Feng Li 30 0 0 17 Apr 2025
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? Tom Jacobs Chao Zhou R. Burkholz OffRL AI4CE 33 0 0 17 Apr 2025
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data Hezhao Liu Yang Lu Mengke Li Yiqun Zhang Shreyank N Gowda Chen Gong Hanzi Wang 29 0 0 14 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges Joshua Fixelle ViT 27 0 0 11 Apr 2025
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Erin Carson Xinye Chen 49 0 0 10 Apr 2025
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Piyush Bagad Hazel Doughty Bernard Ghanem Cees G. M. Snoek ViT SSL 46 0 0 08 Apr 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 26 0 0 07 Apr 2025
From Easy to Hard: Building a Shortcut for Differentially Private Image Synthesis Kecen Li Chen Gong Xiaochen Li Yuzhong Zhao Xinwen Hou Tianhao Wang 36 1 0 02 Apr 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Bernard Ghanem 55 0 0 01 Apr 2025
Order Matters: On Parameter-Efficient Image-to-Video Probing for Recognizing Nearly Symmetric Actions Thinesh Thiyakesan Ponbagavathi Alina Roitberg 36 0 0 31 Mar 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 37 0 0 31 Mar 2025
Crossmodal Knowledge Distillation with WordNet-Relaxed Text Embeddings for Robust Image Classification Chenqi Guo Mengshuo Rong Qianli Feng Rongfan Feng Yinglong Ma VLM 63 0 0 31 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 51 0 0 30 Mar 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 37 0 0 29 Mar 2025
Diffusion models applied to skin and oral cancer classification José J. M. Uliana Renato A. Krohling DiffM MedIm 52 0 0 28 Mar 2025
Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy Joonhyun Jeong Seyun Bae Yeonsung Jung Jaeryong Hwang Eunho Yang AAML 43 0 0 26 Mar 2025
Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models Jianlong Jin Chenglong Zhao Ruixin Zhang Sheng Shang Jianqing Xu ... Shaoming Wang Yang Zhao Shouhong Ding Wei Jia Yunsheng Wu 140 0 0 24 Mar 2025
Do Your Best and Get Enough Rest for Continual Learning Hankyul Kang Gregor Seifer Donghyun Lee Jongbin Ryu VLM 54 0 0 24 Mar 2025
Improving Food Image Recognition with Noisy Vision Transformer Tonmoy Ghosh Edward Sazonov ViT 31 0 0 24 Mar 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 57 0 0 24 Mar 2025
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation Qing Zhong Peng-Tao Jiang Wen Wang Guodong Ding Lin Wu Kaiqi Huang VLM 48 0 0 22 Mar 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 41 0 0 21 Mar 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition Zeqi Zheng Yanchen Huang Yingchao Yu Zizheng Zhu Junfeng Tang Zhaofei Yu Yaochu Jin 39 0 0 20 Mar 2025
Structured-Noise Masked Modeling for Video, Audio and Beyond Aritra Bhowmik Fida Mohammad Thoker Carlos Hinojosa Bernard Ghanem Cees G. M. Snoek VGen 59 0 0 20 Mar 2025
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation Andrea Maracani Savas Ozkan Sijun Cho Hyowon Kim Eunchung Noh Jeongwon Min Cho Jung Min Dookun Park Mete Ozay 38 0 0 20 Mar 2025
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition Caoshuo Li Tanzhe Li Xiaobin Hu Donghao Luo Taisong Jin 53 0 0 19 Mar 2025
PARQ: Piecewise-Affine Regularized Quantization Lisa Jin Jianhao Ma Zechun Liu Andrey Gromov Aaron Defazio Lin Xiao MQ 38 0 0 19 Mar 2025
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation Yaxiong Chen Yujie Wang Zixuan Zheng Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou 52 1 0 18 Mar 2025
Quantum EigenGame for excited state calculation David Quiroga Jason Han Anastasios Kyrillidis 48 0 0 17 Mar 2025
All You Need to Know About Training Image Retrieval Models Gabriele Berton Kevin Musgrave Carlo Masone VLM 58 0 0 17 Mar 2025
DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis Ingyun Lee J. Jang Seunghyeon Seo Nojun Kwak 61 0 0 17 Mar 2025
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework Nathan G. Drenkow Mitchell Pavlak Keith Harrigian Ayah Zirikly Adarsh Subbaswamy Mathias Unberath MLAU 53 1 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 51 7 0 13 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 55 0 0 12 Mar 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Bo Du FedML 66 1 0 12 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025