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1910.13580
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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
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
IEEE International Conference on Computer Vision (ICCV), 2023
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M. Faraki
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Manmohan Chandraker
Mahsa Baktash
288
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Activate and Reject: Towards Safe Domain Generalization under Category Shift
IEEE International Conference on Computer Vision (ICCV), 2023
Chaoqi Chen
Luyao Tang
Leitian Tao
Hong-Yu Zhou
Yue Huang
Xiaoguang Han
Yizhou Yu
OOD
286
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Domain Generalization for Medical Image Analysis: A Survey
Proceedings of the IEEE (Proc. IEEE), 2023
Jee Seok Yoon
Kwanseok Oh
Yooseung Shin
Maciej A Mazurowski
Heung-Il Suk
LM&MA
OOD
401
4
0
05 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift Simulator
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Chia-Yuan Chang
Yu-Neng Chuang
Zhimeng Jiang
Kwei-Herng Lai
Anxiao Jiang
Na Zou
OOD
185
6
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02 Oct 2023
Diverse Target and Contribution Scheduling for Domain Generalization
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Shaocong Long
Qianyu Zhou
Soham Dan
Lizhuang Ma
Yuan Luo
465
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28 Sep 2023
CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading
Hao Wei
Peilun Shi
Juzheng Miao
Minqing Zhang
Guitao Bai
Jianing Qiu
Furui Liu
Wu Yuan
MedIm
OOD
180
8
0
27 Sep 2023
Multivariate Prototype Representation for Domain-Generalized Incremental Learning
Computer Vision and Image Understanding (CVIU), 2023
Can Peng
Piotr Koniusz
Kai Guo
Brian C. Lovell
Peyman Moghadam
CLL
OOD
157
4
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24 Sep 2023
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
Neural Information Processing Systems (NeurIPS), 2023
Alan Q. Wang
Minh Nguyen
M. Sabuncu
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OOD
212
1
0
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Test-Time Training for Speech
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Chandramouli Shama Sastry
Sageev Oore
313
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Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation
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Achref Jaziri
Martin Mundt
Andres Fernandez Rodriguez
Visvanathan Ramesh
233
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Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges
Fei Dou
Jin Ye
Geng Yuan
Qin Lu
Wei Niu
...
Hongyue Sun
Yunli Shao
Changying Li
Tianming Liu
Wenzhan Song
AI4CE
202
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0
14 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning Rates
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
207
7
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12 Sep 2023
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization
Knowledge-Based Systems (KBS), 2023
Ke Wang
Zanting Ye
Xiang Xie
Haidong Cui
Tao Chen
Banteng Liu
294
16
0
06 Sep 2023
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities
Dewei Hu
Hao Li
Han Liu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
255
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03 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability
IEEE International Conference on Computer Vision (ICCV), 2023
Xue-Qiu Jiang
Jiaxing Huang
Sheng Jin
Shijian Lu
278
25
0
02 Sep 2023
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment
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Zeju Li
Pramit Saha
Konstantinos Kamnitsas
MedIm
223
6
0
31 Aug 2023
Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy
Sanoojan Baliah
F. Maani
Santosh Sanjeev
M. H. Khan
135
15
0
27 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization
IEEE International Conference on Computer Vision (ICCV), 2023
Mingde Yao
Jie Huang
Xin Jin
Ruikang Xu
Shenglong Zhou
Man Zhou
Zhiwei Xiong
215
19
0
26 Aug 2023
Trustworthy Representation Learning Across Domains
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Zhixuan Chu
Xiang Yu
Sheng Li
FaML
AI4TS
315
2
0
23 Aug 2023
Domain Generalization via Rationale Invariance
IEEE International Conference on Computer Vision (ICCV), 2023
Liang Chen
Yong Zhang
Yibing Song
Anton Van Den Hengel
Lingqiao Liu
OOD
242
25
0
22 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Jintao Guo
Lei Qi
Yinghuan Shi
OOD
279
37
0
20 Aug 2023
TDG: Text-guided Domain Generalization
Geng-Ming Liu
Yuxi Wang
OOD
289
4
0
19 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
233
35
0
18 Aug 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey
International Journal of Computer Vision (IJCV), 2023
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
377
141
0
18 Aug 2023
SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation
Youssef Dawoud
G. Carneiro
Vasileios Belagiannis
171
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Milad Sikaroudi
Seyedeh Maryam Hosseini
Shahryar Rahnamayan
H. R. Tizhoosh
OOD
195
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07 Aug 2023
DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
Junyao Wang
Luke Chen
Mohammad Abdullah Al Faruque
183
8
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07 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Junhyeong Cho
Gilhyun Nam
Sungyeon Kim
Hunmin Yang
Suha Kwak
VLM
OOD
TTA
365
77
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27 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization
IEEE Transactions on Image Processing (IEEE TIP), 2023
Lei Qi
Hongpeng Yang
Yinghuan Shi
Xin Geng
OOD
276
18
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25 Jul 2023
Phase Matching for Out-of-Distribution Generalization
Chengming Hu
Ye Du
Rui Wang
Hao Chen
OOD
437
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24 Jul 2023
Cross Contrasting Feature Perturbation for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Chenming Li
Daoan Zhang
Wen-Fong Huang
Jiang Zhang
OOD
279
23
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Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation
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Ceyuan Yang
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Shueng-Han Gary Chan
Bolei Zhou
OODD
175
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23 Jul 2023
Flatness-Aware Minimization for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Xingxuan Zhang
Renzhe Xu
Han Yu
Yancheng Dong
Pengfei Tian
Peng Cu
272
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20 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Anna Vettoruzzo
Mohamed-Rafik Bouguelia
Joaquin Vanschoren
Thorsteinn Rögnvaldsson
K. Santosh
OffRL
235
191
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Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Sameer Ambekar
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Cees G. M. Snoek
BDL
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346
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08 Jul 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zhijie Rao
Jingcai Guo
Luyao Tang
Yue Huang
Xinghao Ding
Song Guo
357
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Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation
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238
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Hao Li
Han Liu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
159
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Shape Guided Gradient Voting for Domain Generalization
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Yuwang Wang
Xuejin Chen
196
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Shuang Zhou
Xiao Shi Huang
Ninghao Liu
Huachi Zhou
F. Chung
Longhai Huang
284
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Modularity Trumps Invariance for Compositional Robustness
I. Mason
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Toby Perrett
Barbara Caputo
Dima Damen
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369
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Distribution Shift Inversion for Out-of-Distribution Prediction
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Songhua Liu
Xingyi Yang
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187
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Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
CoGe
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246
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Ilir Murturi
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Peng Cui
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Yujun Shen
Jingjing Fei
Wei Li
Liwei Wu
Yuxi Wang
Zhaoxiang Zhang
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166
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