Learning with Pseudo-Ensembles

16 December 2014

Papers citing "Learning with Pseudo-Ensembles"

50 / 176 papers shown

Title
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning Shuai Zhao Heyan Huang Xinge Li Xiaokang Chen Rui Wang 28 0 0 31 May 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 91 3 0 02 Apr 2025
CRTrack: Low-Light Semi-Supervised Multi-object Tracking Based on Consistency Regularization Zijing Zhao Jianlong Yu Lin Zhang Shunli Zhang 74 0 0 24 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 253 5 0 21 Feb 2025
Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system P. Teutsch Philipp Pfeffer Mohammad Sharifi Ghazijahani Christian Cierpka J. Schumacher Patrick Mäder AI4CE 65 0 0 06 Jan 2025
Two Heads Are Better Than One: Averaging along Fine-Tuning to Improve Targeted Transferability Hui Zeng Sanshuai Cui Biwei Chen Anjie Peng AAML 118 0 0 31 Dec 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 160 0 0 15 Oct 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 115 1 0 04 Jul 2024
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification Jiaqi Wu Junbiao Pang Baochang Zhang Qingming Huang 60 2 0 27 Mar 2024
Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning Darshana Saravanan Naresh Manwani Vineet Gandhi 96 0 0 07 Feb 2024
$Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization$ Color- $S^{4}L$ : Self-supervised Semi-supervised Learning with Image Colorization Hanxiao Chen SSL VLM 35 4 0 08 Jan 2024
How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking Zhengyu Hu Jieyu Zhang Yue Yu Yuchen Zhuang Hui Xiong 71 5 0 04 Dec 2023
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data Daoan Zhang Yunhao Luo Jiang Zhang UQCV 92 0 0 30 Nov 2023
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance Lukas Hoyer D. Tan Muhammad Ferjad Naeem Luc Van Gool F. Tombari VLM MLLM 104 20 0 27 Nov 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 92 4 0 23 Sep 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization Zekun Li Lei Qi Yinghuan Shi Yang Gao 80 31 0 25 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 84 12 0 17 Aug 2023
Semi-Supervised and Long-Tailed Object Detection with CascadeMatch Yuhang Zang Kaiyang Zhou Chen Huang Chen Change Loy 84 13 0 24 May 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 71 0 0 19 Apr 2023
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation Ye Zhu Jie Yang Sichen Liu Ruimao Zhang 62 3 0 24 Mar 2023
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection Liang Liu Boshen Zhang Jiangning Zhang Wuhao Zhang Zhenye Gan Guanzhong Tian Wenjie Zhu Yabiao Wang Chengjie Wang 54 28 0 16 Mar 2023
Active Teacher for Semi-Supervised Object Detection Peng Mi Jianghang Lin Yiyi Zhou Yunhang Shen Gen Luo Xiaoshuai Sun Liujuan Cao Rongrong Fu Qiang Xu Rongrong Ji 119 64 0 15 Mar 2023
Semi-MAE: Masked Autoencoders for Semi-supervised Vision Transformers Haojie Yu Kangnian Zhao Xiaoming Xu ViT 81 1 0 04 Jan 2023
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 71 9 0 07 Dec 2022
Improving Semi-supervised Deep Learning by using Automatic Thresholding to Deal with Out of Distribution Data for COVID-19 Detection using Chest X-ray Images Isaac Benavides-Mata Saul Calderon-Ramirez 63 3 0 03 Nov 2022
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning Virat Shejwalkar Lingjuan Lyu Amir Houmansadr AAML 92 10 0 01 Nov 2022
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction Samrudhdhi B. Rangrej Kevin J. Liang Tal Hassner James J. Clark 84 4 0 24 Oct 2022
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning Bolivar Solarte Chin-Hsuan Wu Yueh-Cheng Liu Yi-Hsuan Tsai Min Sun 3DV 80 5 0 24 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 82 48 0 11 Oct 2022
On the Importance of Calibration in Semi-supervised Learning Charlotte Loh Rumen Dangovski Shivchander Sudalairaj Seung-Jun Han Ligong Han Leonid Karlinsky Marin Soljacic Akash Srivastava 57 6 0 10 Oct 2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification Hui Chen Wei Han Diyi Yang Soujanya Poria 61 13 0 12 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization Jiwon Kim Youngjo Min Daehwan Kim Gyuseong Lee Junyoung Seo Kwang-seok Ryoo Seung Wook Kim 91 43 0 18 Aug 2022
Semi-supervised Deep Multi-view Stereo Hongbin Xu Wei-Han Cheng Yang Liu Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 73 7 0 24 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 39 19 0 17 Jul 2022
Wakeword Detection under Distribution Shifts S. Parthasarathi Lu Zeng Christin Jose Joe Wang 22 1 0 13 Jul 2022
Consistency is the key to further mitigating catastrophic forgetting in continual learning Prashant Shivaram Bhat Bahram Zonooz Elahe Arani CLL 63 17 0 11 Jul 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning Jianfeng Wang Thomas Lukasiewicz Daniela Massiceti Xiaolin Hu Vladimir Pavlovic A. Neophytou BDL 140 41 0 03 Jul 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation Pengzhi Gao Zhongjun He Hua Wu Haifeng Wang 78 13 0 06 Jun 2022
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 90 14 0 30 May 2022
Federated Semi-Supervised Learning with Prototypical Networks Woojun Kim Keondo Park Kihyuk Sohn Raphael Shu Hyung-Sin Kim FedML 72 12 0 27 May 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 221 280 0 15 May 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 88 19 0 08 May 2022
Uncertainty Minimization for Personalized Federated Semi-Supervised Learning Yanhang Shi Siguang Chen Haijun Zhang FedML 49 9 0 05 May 2022
Domain Adaptation meets Individual Fairness. And they get along Debarghya Mukherjee Felix Petersen Mikhail Yurochkin Yuekai Sun FaML 75 16 0 01 May 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 100 79 0 29 Apr 2022
Bootstrap Motion Forecasting With Self-Consistent Constraints Maosheng Ye Jiamiao Xu Xun Xu Tengfei Wang Tongyi Cao Qifeng Chen 114 20 0 12 Apr 2022
Improved Training of Physics-Informed Neural Networks with Model Ensembles Katsiaryna Haitsiukevich Alexander Ilin PINN 114 27 0 11 Apr 2022
Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes Samrudhdhi B. Rangrej C. Srinidhi J. Clark 67 12 0 01 Apr 2022