Unsupervised Data Augmentation for Consistency Training

29 April 2019

Papers citing "Unsupervised Data Augmentation for Consistency Training"

50 / 308 papers shown

Title
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning David Aparco-Cardenas Jancarlo F. Gomes Alexandre X. Falcão Pedro J. de Rezende 41 0 0 25 Apr 2025
Semi-Supervised 360 Layout Estimation with Panoramic Collaborative Perturbations Junsong Zhang Chunyu Lin Zhijie Shen Lang Nie K. Liao Yao Zhao 33 0 0 03 Mar 2025
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 127 5 0 21 Feb 2025
TCProF: Time-Complexity Prediction SSL Framework Joonghyuk Hahn Hyeseon Ahn Jungin Kim Soohan Lim Yo-Sub Han 37 0 0 10 Feb 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 66 13 0 28 Jan 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 88 12 0 31 Dec 2024
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 143 1 0 14 Dec 2024
A Unified Data Representation Learning for Non-parametric Two-sample Testing Xunye Tian Liuhua Peng Zhijian Zhou M. Gong Feng Liu Feng Liu 82 0 0 30 Nov 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 43 0 0 15 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 51 8 0 14 Oct 2024
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification Guanyi Mou Yichuan Li Kyumin Lee 26 3 0 26 Sep 2024
Enhancing elusive clues in knowledge learning by contrasting attention of language models Jian Gao Xiao Zhang Ji Wu Miao Li 36 0 0 26 Sep 2024
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training Kun Song Zhiquan Tan Bochao Zou Jiansheng Chen Huimin Ma Weiran Huang 37 0 0 25 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 24 0 0 21 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 21 0 0 10 Sep 2024
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets Mariana Y. Noguti Edduardo Vellasques Luiz Eduardo Soares de Oliveira AILaw 46 1 0 09 Sep 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 19 19 0 07 Aug 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 36 1 0 16 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 48 2 0 01 Jul 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 33 2 0 22 Jun 2024
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 51 1 0 17 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 19 4 0 31 May 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang-Yu He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 35 0 0 29 May 2024
Mesh Denoising Transformer Wenbo Zhao Xianming Liu Deming Zhai Junjun Jiang Xiangyang Ji AI4CE 16 0 0 10 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 23 0 0 02 May 2024
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images Abhishek Jha Y. S. Rawat Shruti Vyas 35 1 0 21 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 43 0 0 03 Apr 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment Hongtao Huang Xiaojun Chang Wen Hu Lina Yao 17 0 0 21 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 44 0 0 18 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying-Dong Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 26 6 0 08 Feb 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 17 0 0 28 Dec 2023
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 26 4 0 19 Dec 2023
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 29 10 0 12 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 12 5 0 06 Dec 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 21 2 0 05 Dec 2023
Meta Co-Training: Two Views are Better than One Jay C. Rothenberger Dimitrios I. Diochnos VLM 25 2 0 29 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 21 0 0 17 Nov 2023
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation Heejoon Koo 31 0 0 10 Nov 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification Yongxin Huang Kexin Wang Sourav Dutta Raj Nath Patel Goran Glavas Iryna Gurevych VLM 13 4 0 01 Nov 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging Zitong S. Chen Chau Pham Siqi Wang Michael Doron Nikita Moshkov Bryan A. Plummer Juan C. Caicedo 20 9 0 30 Oct 2023
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition Divin Yan Gengchen Wei Chen Yang Shengzhong Zhang Zengfeng Huang AI4CE 36 11 0 28 Oct 2023
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation Y. Huang Wanqing Xie Mingzhen Li Mingmei Cheng Jinzhou Wu Weixiao Wang Jane You Xiaofeng Liu FedML 26 3 0 23 Oct 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 29 2 0 28 Sep 2023
AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Leixin Yang Yu Xiang 19 0 0 22 Sep 2023
Are Large Language Models Really Robust to Word-Level Perturbations? Haoyu Wang Guozheng Ma Cong Yu Ning Gui Linrui Zhang ... Sen Zhang Li Shen Xueqian Wang Peilin Zhao Dacheng Tao KELM 21 22 0 20 Sep 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 8 12 0 17 Aug 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 19 3 0 12 Aug 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 17 3 0 04 Aug 2023
Feature-aware conditional GAN for category text generation Xinze Li K. Mao Fanfan Lin Zijian Feng GAN 21 15 0 02 Aug 2023