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2005.01577
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COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19
30 April 2020
Yifan Zhang
Shuaicheng Niu
Zhen Qiu
Ying Wei
P. Zhao
Jianhua Yao
Junzhou Huang
Qingyao Wu
Zhuliang Yu
OOD
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Papers citing
"COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19"
22 / 22 papers shown
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization
Shuaicheng Niu
Guohao Chen
Deyu Chen
Yifan Zhang
Jiaxiang Wu
Z. Wen
Yaofo Chen
P. Zhao
Chunyan Miao
Zhuliang Yu
AAML
338
2
0
05 Sep 2025
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
Zhuliang Yu
Guohao Chen
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
Peilin Zhao
Shuaicheng Niu
TTA
OOD
392
16
0
18 Mar 2024
Towards Stable Test-Time Adaptation in Dynamic Wild World
International Conference on Learning Representations (ICLR), 2023
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Z. Wen
Yaofo Chen
P. Zhao
Zhuliang Yu
TTA
500
456
0
24 Feb 2023
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
IEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Ahmad Chaddad
Qizong Lu
Jiali Li
Y. Katib
R. Kateb
C. Tanougast
Ahmed Bouridane
Ahmed Abdulkadir
OOD
331
65
0
17 Nov 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Idil Aytekin
Onat Dalmaz
Kaan Gonc
H. Ankishan
E. Saritas
Ulas Bagci
H. Celik
Tolga Çukur
210
25
0
19 Jul 2022
Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling
Christopher Liao
Theodoros Tsiligkaridis
Brian Kulis
VLM
TTA
OOD
217
3
0
26 May 2022
Efficient Test-Time Model Adaptation without Forgetting
International Conference on Machine Learning (ICML), 2022
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
S. Zheng
P. Zhao
Zhuliang Yu
OOD
VLM
TTA
453
553
0
06 Apr 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks
Aditya Saxena
Shamsheer Pal Singh
248
14
0
24 Jan 2022
Burn After Reading: Online Adaptation for Cross-domain Streaming Data
Luyu Yang
M. Gao
Zeyuan Chen
Ran Xu
Abhinav Shrivastava
Chetan Ramaiah
173
4
0
08 Dec 2021
Deep Long-Tailed Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yifan Zhang
Bingyi Kang
Bryan Hooi
Shuicheng Yan
Jiashi Feng
VLM
497
829
0
09 Oct 2021
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System
C. Bose
Anirvan Basu
249
0
0
25 Sep 2021
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal
ACM Multimedia (ACM MM), 2021
Lei Zhu
Zhaojing Luo
Wei Wang
Mei-juan Zhang
Gang Chen
Kaiping Zheng
217
2
0
09 Sep 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging
Aishwarza Panday
M. A. Kabir
N. K. Chowdhury
350
9
0
25 Jul 2021
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images
Frontiers in Medicine (Front. Med.), 2021
Maya Pavlova
Naomi Terhljan
A. Chung
Andy Zhao
Siddharth Surana
Hossein Aboutalebi
Hayden Gunraj
A. Sabri
Amer Alaref
Alexander Wong
229
54
0
14 May 2021
Learning Invariant Representations across Domains and Tasks
Yongfeng Zhang
Wenjie Feng
Yu Xie
Chaohui Yu
Min Du
Renjun Xu
Tao Qin
Tie-Yan Liu
OOD
214
4
0
03 Mar 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
Neural Information Processing Systems (NeurIPS), 2021
Yifan Zhang
Bryan Hooi
Dapeng Hu
Jian Liang
Jiashi Feng
253
77
0
12 Feb 2021
Learning to Match Distributions for Domain Adaptation
Chaohui Yu
Yongfeng Zhang
Yu Xie
Tao Qin
Renjun Xu
Wenjie Feng
Yiqiang Chen
Tie-Yan Liu
OOD
283
7
0
17 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review
Neurocomputing (Neurocomputing), 2020
A. Shoeibi
Marjane Khodatars
M. Jafari
Navid Ghassemi
Delaram Sadeghi
...
Z. Sani
F. Khozeimeh
S. Nahavandi
U. Acharya
Juan M Gorriz
810
194
0
16 Jul 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images
Delong Chen
Shunhui Ji
Fan Liu
Zewen Li
Xinyu Zhou
MedIm
394
11
0
09 Jun 2020
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images
Scientific Reports (Sci Rep), 2020
Linda Wang
A. Wong
OOD
739
2,688
0
22 Mar 2020
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis
IEEE Transactions on Image Processing (TIP), 2019
Yifan Zhang
Ying Wei
P. Zhao
Shuaicheng Niu
Qingyao Wu
Zhuliang Yu
Junzhou Huang
OOD
287
179
0
17 Nov 2019
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,156
0
17 Feb 2017
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