Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation

16 September 2022

Papers citing "Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation"

49 / 49 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 183 482 0 26 Feb 2025
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 37 43 0 23 Feb 2023
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Xiaofeng Liu Chaehwa Yoo Fangxu Xing C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 47 15 0 16 Aug 2022
Domain Adaptive Semantic Segmentation without Source Data Fuming You Jingjing Li Lei Zhu Ke Lu Zhi Chen Zi Huang 35 54 0 13 Oct 2021
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Cheng Chen Quande Liu Yueming Jin Qi Dou Pheng-Ann Heng 47 103 0 19 Sep 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 56 123 0 25 Aug 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 70 74 0 28 Jul 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation Xiaofeng Liu Site Li Yubin Ge Pengyi Ye J. You Jun Lu 92 18 0 28 Jul 2021
Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency Zhipeng Luo Zhongang Cai Changqing Zhou Gong-Duo Zhang Haiyu Zhao Shuai Yi Shijian Lu Hongsheng Li Shanghang Zhang Ziwei Liu 3DPC 47 84 0 23 Jul 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference Xiaofeng Liu Bo Hu Linghao Jin Xu Han Fangxu Xing Georges El Fakhri Jun Lu Xiaofeng Liu Jonghye Woo OOD BDL 53 30 0 22 Jul 2021
Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis Xiaofeng Liu Fangxu Xing M. Stone J. Zhuo Reese Timothy Jerry L. Prince Xiaofeng Liu Jonghye Woo MedIm 49 26 0 23 Jun 2021
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Xiaofeng Liu Fangxu Xing Chao Yang Xiaofeng Liu Jonghye Woo OOD 58 60 0 23 Jun 2021
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation D. Chanti Diana Mateus OOD DRL 23 3 0 15 Jun 2021
Domain Generalization with MixStyle Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 107 753 0 05 Apr 2021
Source-Free Domain Adaptation for Semantic Segmentation Yuang Liu Wei Zhang Jun Wang 34 250 0 30 Mar 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Xiaofeng Liu Xiongchang Liu Bo Hu Wenxuan Ji Fangxu Xing Jun Lu J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo OOD 85 33 0 01 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu Bo Hu Xiongchang Liu Jun Lu J. You Lingsheng Kong 83 29 0 01 Jan 2021
A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data Xianfeng Li Weijie Chen Di Xie Shicai Yang Peng Yuan Shiliang Pu Yueting Zhuang 63 140 0 10 Dec 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks Minsoo Kang Bohyung Han AAML 60 139 0 08 Jul 2020
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation Le Thanh Nguyen-Meidine Eric Granger M. Kiran Jose Dolz Louis-Antoine Blais-Morin 26 23 0 16 May 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 43 84 0 07 May 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 80 1,225 0 20 Feb 2020
Unsupervised Scene Adaptation with Memory Regularization in vivo Zhedong Zheng Yi Yang CLL 46 117 0 24 Dec 2019
Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models Tong Che Xiaofeng Liu Site Li Yubin Ge Ruixiang Zhang Caiming Xiong Yoshua Bengio 49 52 0 18 Nov 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 90 759 0 27 Aug 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 318 793 0 26 Aug 2019
Open Set Domain Adaptation for Image and Action Recognition Pau Panareda Busto Ahsan Iqbal Juergen Gall VLM 20 88 0 30 Jul 2019
Importance Estimation for Neural Network Pruning Pavlo Molchanov Arun Mallya Stephen Tyree I. Frosio Jan Kautz 3DPC 65 866 0 25 Jun 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation Woonggi Chang Tackgeun You Seonguk Seo Suha Kwak Bohyung Han OOD 46 385 0 27 May 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 50 310 0 24 Jan 2019
An introduction to domain adaptation and transfer learning Wouter M. Kouw Marco Loog OOD 27 291 0 31 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 71 809 0 06 Dec 2018
Characterizing and Avoiding Negative Transfer Zirui Wang Zihang Dai Barnabás Póczós J. Carbonell 75 413 0 24 Nov 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 39 78 0 11 Sep 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 53 758 0 25 Jul 2018
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 181 155 0 03 May 2018
Learning Efficient Convolutional Networks through Network Slimming Zhuang Liu Jianguo Li Zhiqiang Shen Gao Huang Shoumeng Yan Changshui Zhang 96 2,407 0 22 Aug 2017
AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló 76 315 0 26 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 96 5,556 0 30 Mar 2017
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation Mohsen Ghafoorian Alireza Mehrtash Tina Kapur N. Karssemeijer E. Marchiori ... Bram van Ginneken Andrey Fedorov Purang Abolmaesumi B. Platel W. Wells MedIm OOD 49 333 0 25 Feb 2017
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 162 2,543 0 07 Oct 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 315 37,704 0 20 May 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 56 584 0 15 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 236 19,523 0 09 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 300 43,154 0 11 Feb 2015
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 122 1,702 0 15 Oct 2014