Semi-Supervised Deep Regression with Uncertainty Consistency and
Variational Model Ensembling via Bayesian Neural Networks

Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks

15 February 2023

Kwang-Ting Cheng

Papers citing "Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks"

19 / 19 papers shown

Title
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization Yankai Chen Taotao Wang Yixiang Fang Yunyu Xiao BDL 168 1 0 26 Mar 2025
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models Nikolaos Dionelis Jente Bosmans Nicolas Longépé 146 0 0 19 Feb 2025
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation Yiqun Lin Huifeng Yao Zezhong Li Guoyan Zheng Xuelong Li 34 29 0 07 May 2022
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Huifeng Yao Xiaowei Hu Xuelong Li 44 94 0 21 Jan 2022
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment Weihang Dai Xuelong Li W. H. Chiu Michael D Kuo Kwang-Ting Cheng MedIm 56 22 0 22 Dec 2021
Twin Neural Network Regression is a Semi-Supervised Regression Algorithm S. J. Wetzel R. Melko Isaac Tamblyn 46 12 0 11 Jun 2021
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision Xiaokang Chen Yuhui Yuan Gang Zeng Jingdong Wang 84 780 0 02 Jun 2021
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 144 1,857 0 05 Apr 2021
Deep Ordinal Regression with Label Diversity Axel Berg Magnus Oskarsson Mark O'Connor 54 51 0 29 Jun 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 103 726 0 19 Mar 2020
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 50 384 0 28 Feb 2019
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Yingda Xia Fengze Liu Ke Wang Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth 216 125 0 29 Nov 2018
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model Xiaomeng Li Lequan Yu Hao Chen Chi-Wing Fu Pheng-Ann Heng MedIm 54 135 0 12 Aug 2018
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance Neal Jean Sang Michael Xie Stefano Ermon BDL SSL 54 76 0 26 May 2018
Semi-supervised FusedGAN for Conditional Image Generation Navaneeth Bodla G. Hua Rama Chellappa 64 57 0 17 Jan 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 326 4,700 0 15 Mar 2017
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 179 2,552 0 07 Oct 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 154 2,978 0 30 Mar 2016
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 216 12,422 0 24 Jun 2012

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