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1910.13580
Cited By
Domain Generalization via Model-Agnostic Learning of Semantic Features
Neural Information Processing Systems (NeurIPS), 2019
29 October 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
OOD
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Papers citing
"Domain Generalization via Model-Agnostic Learning of Semantic Features"
50 / 434 papers shown
Generalizable Facial Expression Recognition
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Xiuqi Zheng
Chenyi Liang
Jiani Hu
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195
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0
20 Aug 2024
Reducing Spurious Correlation for Federated Domain Generalization
Shuran Ma
Weiying Xie
Daixun Li
Haowei Li
Yunsong Li
OOD
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200
2
0
27 Jul 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
Jiajun Hu
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
OOD
216
12
0
21 Jul 2024
FedPartWhole: Federated domain generalization via consistent part-whole hierarchies
Ahmed Radwan
Mohamed S. Shehata
FedML
204
3
0
20 Jul 2024
Adaptive Cascading Network for Continual Test-Time Adaptation
Kien X. Nguyen
Fengchun Qiao
Xi Peng
TTA
CLL
VLM
192
2
0
17 Jul 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
Muyang Qiu
Jian Zhang
Lei Qi
Qian Yu
Yinghuan Shi
Yang Gao
308
6
0
16 Jul 2024
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments
Gaojie Jin
Ronghui Mu
Xinping Yi
Xiaowei Huang
Lijun Zhang
344
0
0
01 Jul 2024
Learning Modality Knowledge Alignment for Cross-Modality Transfer
Wenxuan Ma
Shuang Li
Lincan Cai
Jingxuan Kang
261
6
0
27 Jun 2024
Word Matters: What Influences Domain Adaptation in Summarization?
Yinghao Li
Siyu Miao
Heyan Huang
Yang Gao
147
6
0
21 Jun 2024
Domain Generalization Guided by Large-Scale Pre-Trained Priors
Zongbin Wang
Bin Pan
Shiyu Shen
Tianyang Shi
Zhenwei Shi
AI4CE
274
1
0
09 Jun 2024
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
Hao Chen
Hongrun Zhang
U. W. Chan
Rui Yin
Xiaofei Wang
Chao Li
OOD
162
2
0
04 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Songhua Liu
Xin Jin
Xingyi Yang
Jingwen Ye
Xinchao Wang
OOD
425
7
0
01 Jun 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts
Ruipeng Zhang
Ziqing Fan
Jiangchao Yao
Ya Zhang
Yanfeng Wang
250
9
0
29 May 2024
Continuous Temporal Domain Generalization
Zekun Cai
Guangji Bai
Renhe Jiang
Xuan Song
Bo Pan
212
10
0
25 May 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
Computer Vision and Pattern Recognition (CVPR), 2024
M. S. Danish
Muhammad Haris Khan
Muhammad Akhtar Munir
M. Sarfraz
Mohsen Ali
ObjD
209
24
0
23 May 2024
Quantile Activation: Correcting a Failure Mode of ML Models
Aditya Challa
Sravan Danda
Laurent Najman
Snehanshu Saha
UQCV
340
0
0
19 May 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment
Aobo Li
Jinjian Wu
Yongxu Liu
Leida Li
160
15
0
07 May 2024
DGMamba: Domain Generalization via Generalized State Space Model
Shaocong Long
Qianyu Zhou
Hefei Ling
Xuequan Lu
Chenhao Ying
Yuan Luo
Lizhuang Ma
Shuicheng Yan
331
17
0
11 Apr 2024
Domain Generalization through Meta-Learning: A Survey
Artificial Intelligence Review (Artif Intell Rev), 2024
Arsham Gholamzadeh Khoee
Yinan Yu
R. Feldt
AI4CE
OOD
282
57
0
03 Apr 2024
Test-Time Model Adaptation with Only Forward Passes
International Conference on Machine Learning (ICML), 2024
Shuaicheng Niu
Chunyan Miao
Guohao Chen
Pengcheng Wu
Peilin Zhao
TTA
400
56
0
02 Apr 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation
Yun-Yun Tsai
Fu-Chen Chen
Albert Y. C. Chen
Junfeng Yang
Che-Chun Su
Min Sun
Cheng-Hao Kuo
TTA
AAML
VLM
OOD
282
13
0
29 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2024
Khiem Le-Huy
Long Ho
Cuong D. Do
Danh Le-Phuoc
Kok-Seng Wong
OOD
FedML
274
14
0
22 Mar 2024
Towards Generalizing to Unseen Domains with Few Labels
Computer Vision and Pattern Recognition (CVPR), 2024
Chamuditha Jayanga Galappaththige
Sanoojan Baliah
Malitha Gunawardhana
Muhammad Haris Khan
305
6
0
18 Mar 2024
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning
Gyudong Kim
Mehdi Ghasemi
Soroush Heidari
Seungryong Kim
Young Geun Kim
S. Vrudhula
Carole-Jean Wu
286
3
0
07 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
Deng Li
Aming Wu
Yaowei Wang
Yahong Han
OOD
VLM
338
26
0
28 Feb 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
Yaofo Chen
Shuaicheng Niu
Yaowei Wang
Shoukai Xu
Hengjie Song
Zhuliang Yu
350
13
0
27 Feb 2024
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion
Xueyi Liu
Li Yi
DiffM
260
31
0
22 Feb 2024
SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification
Junyao Wang
Mohammad Abdullah Al Faruque
AI4TS
206
2
0
20 Feb 2024
Any-Shift Prompting for Generalization over Distributions
Zehao Xiao
Jiayi Shen
Mohammad Mahdi Derakhshani
Tianran Ouyang
Cees G. M. Snoek
OOD
VPVLM
VLM
336
20
0
15 Feb 2024
Domain Generalization with Small Data
Kecheng Chen
Elena Gal
Hong Yan
Haoliang Li
OOD
245
11
0
09 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay
Mohammad Rostami
CLL
291
4
0
31 Jan 2024
Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization
Adnan Khan
Mai A. Shaaban
Muhammad Haris Khan
310
10
0
25 Jan 2024
Enhancing Evolving Domain Generalization through Dynamic Latent Representations
AAAI Conference on Artificial Intelligence (AAAI), 2024
Binghui Xie
Yongqiang Chen
Jiaqi Wang
Kaiwen Zhou
Bo Han
Wei Meng
James Cheng
265
8
0
16 Jan 2024
Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports
Shun Liu
150
0
0
05 Jan 2024
MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization
L. Saad Saoud
Lakmal D. Seneviratne
Irfan Hussain
314
0
0
23 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2023
Jiquan Wang
Sha Zhao
Haiteng Jiang
Shijian Li
Tao Li
Gang Pan
503
21
0
13 Dec 2023
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments
L. Saad Saoud
Zhenwei Niu
Atif Sultan
Lakmal D. Seneviratne
Irfan Hussain
276
8
0
11 Dec 2023
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features
Inseop Chung
Kiyoon Yoo
Nojun Kwak
VLM
204
0
0
08 Dec 2023
Effective Adapter for Face Recognition in the Wild
Yunhao Liu
Yu-Ju Tsai
Kelvin C. K. Chan
Xiangtai Li
Lu Qi
Ming-Hsuan Yang
CVBM
270
1
0
04 Dec 2023
HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization
Daeun Lee
Minhyeok Heo
Jiwon Kim
230
0
0
28 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing
Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2023
Avigyan Bhattacharya
Mainak Singha
Ankit Jha
Biplab Banerjee
SSL
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185
6
0
27 Nov 2023
Parameter Exchange for Robust Dynamic Domain Generalization
ACM Multimedia (ACM MM), 2023
Luojun Lin
Zhifeng Shen
Zhishu Sun
Yuanlong Yu
Lei Zhang
Weijie Chen
OOD
355
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0
23 Nov 2023
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Johan Fredin Haslum
Christos Matsoukas
Karl‐Johan Leuchowius
Kevin Smith
145
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21 Nov 2023
MADG: Margin-based Adversarial Learning for Domain Generalization
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Aveen Dayal
B. VimalK.
Linga Reddy Cenkeramaddi
C. K. Mohan
Abhinav Kumar
Vineeth N. Balasubramanian
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295
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Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
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Prathmesh Bele
Valay Bundele
Avigyan Bhattacharya
Ankit Jha
Gemma Roig
Biplab Banerjee
182
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Diversifying Spatial-Temporal Perception for Video Domain Generalization
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Jia-Run Du
Yipeng Gao
Jiaming Zhou
Wei-Shi Zheng
228
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Generalizing to Unseen Domains in Diabetic Retinopathy Classification
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Gayal Kuruppu
Muhammad Haris Khan
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312
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Towards contrast-agnostic soft segmentation of the spinal cord
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C. Tsagkas
E. Pravatà
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Andrew C. Smith
K. A. Weber
Julien Cohen-Adad
187
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Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing
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Yunpeng Zhang
Qing Lian
Dalong Du
Ying-Cong Chen
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Towards Unified and Effective Domain Generalization
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Kaixiong Gong
Xiaohan Ding
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Xiangyu Yue
AI4CE
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327
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