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1710.03463
Cited By
Learning to Generalize: Meta-Learning for Domain Generalization
10 October 2017
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
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Papers citing
"Learning to Generalize: Meta-Learning for Domain Generalization"
50 / 791 papers shown
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Robust Domain Misinformation Detection via Multi-modal Feature Alignment
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Hui Liu
Wenya Wang
Hao Sun
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Haoliang Li
202
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0
24 Nov 2023
Parameter Exchange for Robust Dynamic Domain Generalization
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Luojun Lin
Zhifeng Shen
Zhishu Sun
Yuanlong Yu
Lei Zhang
Weijie Chen
OOD
362
7
0
23 Nov 2023
Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously
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Kai Jiang
Xintao Wu
Haoliang Wang
Latifur Khan
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Feng Chen
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185
9
0
23 Nov 2023
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Lei Qi
Peng Dong
Tan Xiong
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237
6
0
22 Nov 2023
Domain Generalization of 3D Object Detection by Density-Resampling
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Lei Ma
Xingyu Li
3DPC
309
6
0
17 Nov 2023
MADG: Margin-based Adversarial Learning for Domain Generalization
Neural Information Processing Systems (NeurIPS), 2023
Aveen Dayal
B. VimalK.
Linga Reddy Cenkeramaddi
C. K. Mohan
Abhinav Kumar
Vineeth N. Balasubramanian
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AAML
301
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0
14 Nov 2023
Improving the Effectiveness of Deep Generative Data
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ruyu Wang
Sabrina Schmedding
Marco F. Huber
DiffM
284
5
0
07 Nov 2023
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
Chaofei Fan
Nick Hahn
Foram Kamdar
Donald T. Avansino
G. Wilson
Leigh R. Hochberg
Krishna V. Shenoy
Jaimie M. Henderson
Francis R. Willett
118
24
0
06 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Prathmesh Bele
Valay Bundele
Avigyan Bhattacharya
Ankit Jha
Gemma Roig
Biplab Banerjee
185
7
0
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StableFDG: Style and Attention Based Learning for Federated Domain Generalization
Neural Information Processing Systems (NeurIPS), 2023
Jun-Gyu Park
Dong-Jun Han
Jinho Kim
Jianing Zhang
Christopher G. Brinton
Jaekyun Moon
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FedML
213
26
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01 Nov 2023
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
Neural Information Processing Systems (NeurIPS), 2023
Hao Dong
Ismail Nejjar
Han Sun
Eleni Chatzi
Olga Fink
305
48
0
30 Oct 2023
Domain Generalization in Computational Pathology: Survey and Guidelines
ACM Computing Surveys (ACM Comput. Surv.), 2023
Mostafa Jahanifar
M. Raza
Kesi Xu
T. Vuong
R. Jewsbury
...
Neda Zamanitajeddin
Jin Tae Kwak
S. Raza
F. Minhas
Nasir M. Rajpoot
OOD
260
34
0
30 Oct 2023
Domain Generalisation via Risk Distribution Matching
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Toan Nguyen
Kien Do
Bao Duong
T. Nguyen
OOD
239
15
0
28 Oct 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization
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Kun-Yu Lin
Jia-Run Du
Yipeng Gao
Jiaming Zhou
Wei-Shi Zheng
232
22
0
27 Oct 2023
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chamuditha Jayanga Galappaththige
Gayal Kuruppu
Muhammad Haris Khan
OOD
331
12
0
26 Oct 2023
Winning Prize Comes from Losing Tickets: Improve Invariant Learning by Exploring Variant Parameters for Out-of-Distribution Generalization
International Journal of Computer Vision (IJCV), 2023
Zhuo Huang
Muyang Li
Li Shen
Jun-chen Yu
Chen Gong
Bo Han
Tongliang Liu
OOD
291
16
0
25 Oct 2023
Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions
Shiyu Shen
Bin Pan
Tianyang Shi
Tao Li
Zhenwei Shi
BDL
OOD
317
1
0
25 Oct 2023
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Kun Song
Huimin Ma
Bochao Zou
Huishuai Zhang
Weiran Huang
315
16
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Implicit meta-learning may lead language models to trust more reliable sources
International Conference on Machine Learning (ICML), 2023
Dmitrii Krasheninnikov
Egor Krasheninnikov
Bruno Mlodozeniec
Tegan Maharaj
David M. Krueger
516
7
0
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Towards Subject Agnostic Affective Emotion Recognition
Amit Kumar Jaiswal
Haiming Liu
Prayag Tiwari
134
2
0
20 Oct 2023
Generalizable Person Search on Open-world User-Generated Video Content
Junjie Li
Guanshuo Wang
Manwen Liao
Fufu Yu
Qiong Jia
Jie Qin
Shouhong Ding
Yunbo Wang
350
2
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16 Oct 2023
Towards Unified and Effective Domain Generalization
Yiyuan Zhang
Kaixiong Gong
Xiaohan Ding
Kaipeng Zhang
Fangrui Lv
Kurt Keutzer
Xiangyu Yue
AI4CE
OOD
FedML
331
8
0
16 Oct 2023
Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
Computer Vision and Pattern Recognition (CVPR), 2023
Sravanti Addepalli
Ashish Ramayee Asokan
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R. V. Babu
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230
45
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12 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift
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Chaoqi Chen
Luyao Tang
Leitian Tao
Hong-Yu Zhou
Yue Huang
Xiaoguang Han
Yizhou Yu
OOD
283
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Domain Generalization for Medical Image Analysis: A Survey
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Jee Seok Yoon
Kwanseok Oh
Yooseung Shin
Maciej A Mazurowski
Heung-Il Suk
LM&MA
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397
4
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Qi Zhang
Zenan Huang
Haobo Wang
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OOD
184
1
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04 Oct 2023
Clustering-based Image-Text Graph Matching for Domain Generalization
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Daewon Chae
Jeongyong Shim
Sangpil Kim
Eun-Sol Kim
Jinkyu Kim
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215
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CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading
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Peilun Shi
Juzheng Miao
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Guitao Bai
Jianing Qiu
Furui Liu
Wu Yuan
MedIm
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180
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27 Sep 2023
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation
ACM Multimedia (ACM MM), 2023
Muxin Liao
Shishun Tian
Yuhang Zhang
Guoguang Hua
Wenbin Zou
Xia Li
336
17
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Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
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Minh Nguyen
M. Sabuncu
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212
1
0
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Invariant Learning via Probability of Sufficient and Necessary Causes
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Mengyue Yang
Zhen Fang
Yonggang Zhang
Yali Du
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Jean-François Ton
Jianhong Wang
Jun Wang
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522
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Weight Averaging Improves Knowledge Distillation under Domain Shift
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Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective
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Chen Zhao
Yunhui Guo
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Feng Chen
268
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Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous Driving
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Yang Gao
207
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INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization
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Xi Yu
Huan-Hsin Tseng
Shinjae Yoo
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Lu Ma
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319
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129
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533
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Generalized Lightness Adaptation with Channel Selective Normalization
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Xin Jin
Ruikang Xu
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Daiqing Qi
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313
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Understanding Hessian Alignment for Domain Generalization
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Guojun Zhang
A. Estiri
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154
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Domain Generalization via Rationale Invariance
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Yong Zhang
Yibing Song
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Lingqiao Liu
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238
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Lei Qi
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179
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Yuxi Wang
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288
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