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Learning to Generalize: Meta-Learning for Domain Generalization

Learning to Generalize: Meta-Learning for Domain Generalization

10 October 2017
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
    OOD
ArXiv (abs)PDFHTML

Papers citing "Learning to Generalize: Meta-Learning for Domain Generalization"

50 / 791 papers shown
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
Siqi Wang
Aoming Liu
Bryan A. Plummer
OOD
269
0
0
03 Apr 2025
Compressing 3D Gaussian Splatting by Noise-Substituted Vector Quantization
Compressing 3D Gaussian Splatting by Noise-Substituted Vector QuantizationScandinavian Conference on Image Analysis (SCIA), 2025
Haishan Wang
Mohammad Hassan Vali
Arno Solin
3DGS
291
1
0
03 Apr 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2025
Dong Zhao
Jinlong Li
Shuang Wang
Mengyao Wu
Qi Zang
Andrii Zadaianchuk
Zhun Zhong
1.0K
8
0
23 Mar 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
285
3
0
23 Mar 2025
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
A Language Anchor-Guided Method for Robust Noisy Domain Generalization
Zilin Dai
Lehong Wang
Fangzhou Lin
Yidong Wang
Zhigang Li
Kazunori D Yamada
Ziming Zhang
Wang Lu
855
2
0
21 Mar 2025
Casual Inference via Style Bias Deconfounding for Domain Generalization
Casual Inference via Style Bias Deconfounding for Domain Generalization
Jiaxi Li
Di Lin
Hao Chen
Hongying Liu
Liang Wan
Wei Feng
OODCMLAI4CE
346
0
0
21 Mar 2025
UAS Visual Navigation in Large and Unseen Environments via a Meta Agent
UAS Visual Navigation in Large and Unseen Environments via a Meta AgentISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2024
Yuci Han
Charles Toth
Alper Yilmaz
338
0
0
20 Mar 2025
V2X-DG: Domain Generalization for Vehicle-to-Everything Cooperative Perception
V2X-DG: Domain Generalization for Vehicle-to-Everything Cooperative PerceptionIEEE International Conference on Robotics and Automation (ICRA), 2025
Yangqiu Song
Zongzhe Xu
Jiajian Li
Xinyu Liu
Jianwu Fang
Xiaopeng Li
Hongkai Yu
308
1
0
19 Mar 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven ApproachComputer Vision and Pattern Recognition (CVPR), 2025
Vaibhav Rathore
S. Bagchi
Saikat Dutta
Sarthak Mehrotra
Zsolt Kira
Biplab Banerjee
OOD
326
2
0
19 Mar 2025
Domain Generalization for Improved Human Activity Recognition in Office Space Videos Using Adaptive Pre-processing
Domain Generalization for Improved Human Activity Recognition in Office Space Videos Using Adaptive Pre-processing
Partho Ghosh
Raisa Bentay Hossain
Mohammad Zunaed
Taufiq Hasan
239
0
0
16 Mar 2025
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health MonitoringIEEE Transactions on Biomedical Circuits and Systems (TBioCAS), 2024
Johnson Loh
Lyubov Dudchenko
Justus Viga
T. Gemmeke
357
2
0
12 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
Xavier Thomas
Deepti Ghadiyaram
DiffM
516
2
0
09 Mar 2025
Single Domain Generalization with Adversarial Memory
Hao Yan
Marzi Heidari
Yuhong Guo
808
1
0
08 Mar 2025
Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments
Hanyu Duan
Yi Yang
Ahmed Abbasi
Kar Yan Tam
OOD
366
2
0
05 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview
Generalizable Prompt Learning of CLIP: A Brief Overview
Fangming Cui
Yonggang Zhang
Xuan Wang
Xule Wang
Liang Xiao
VPVLMVLM
1.4K
2
0
03 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing
Xiang Xiang
Zhuo Xu
Yao Deng
Yuwen Tan
Yifan Liang
Ke Chen
Qingfang Zheng
Yaowei Wang
Xilin Chen
Wen Gao
VLM
411
3
0
28 Feb 2025
Learning to Generalize without Bias for Open-Vocabulary Action Recognition
Learning to Generalize without Bias for Open-Vocabulary Action Recognition
Yating Yu
Congqi Cao
Yifan Zhang
Yanning Zhang
VLM
322
4
0
27 Feb 2025
Gradient-Guided Annealing for Domain Generalization
Gradient-Guided Annealing for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025
Aristotelis Ballas
Christos Diou
OOD
1.4K
7
0
27 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution ShiftsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Sameer Ambekar
Zehao Xiao
Xiantong Zhen
Cees G. M. Snoek
OOD
434
2
0
15 Feb 2025
GDO:Gradual Domain Osmosis
GDO:Gradual Domain Osmosis
Zixi Wang
Yushe Cao
1.1K
0
0
31 Jan 2025
One-Class Domain Adaptation via Meta-Learning
One-Class Domain Adaptation via Meta-Learning
Stephanie Holly
T. Bierweiler
Stefan von Dosky
Ahmed Frikha
C. Heitzinger
Jana Eder
271
0
0
22 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud AnalysisNeural Information Processing Systems (NeurIPS), 2024
Hongyu Sun
Qiuhong Ke
Yanjie Wang
Wang Chen
Kang Yang
Deying Li
Jianfei Cai
3DPC
524
4
0
17 Jan 2025
Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
Junyao Wang
Mohammad Abdullah Al Faruque
HAI
111
4
0
31 Dec 2024
Empirical likelihood for Fréchet means on open books
Empirical likelihood for Fréchet means on open books
Karthik Bharath
Huiling Le
A. Wood
Xi Yan
334
12
0
25 Dec 2024
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss LandscapesComputer Vision and Pattern Recognition (CVPR), 2024
Aodi Li
Liansheng Zhuang
Xiao Long
Minghong Yao
Shafei Wang
1.2K
6
0
18 Dec 2024
Meta Curvature-Aware Minimization for Domain Generalization
Meta Curvature-Aware Minimization for Domain Generalization
Zhaoyu Chen
Yiwen Ye
Feilong Tang
Yongsheng Pan
Yong-quan Xia
BDL
1.1K
1
0
16 Dec 2024
Attention Head Purification: A New Perspective to Harness CLIP for
  Domain Generalization
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization
Yingfan Wang
Guoliang Kang
VLM
384
3
0
10 Dec 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning
  for Edge Devices
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesNeural Information Processing Systems (NeurIPS), 2024
Yongzhe Jia
Xuyun Zhang
Hongsheng Hu
K. Choo
Lianyong Qi
Xiaolong Xu
Amin Beheshti
Wanchun Dou
MoMeFedML
294
6
0
08 Dec 2024
GAQAT: gradient-adaptive quantization-aware training for domain
  generalization
GAQAT: gradient-adaptive quantization-aware training for domain generalization
Jiacheng Jiang
Yuan Meng
Chen Tang
Han Yu
Qun Li
Zhi Wang
Wenwu Zhu
MQ
294
1
0
07 Dec 2024
Structure-Aware Stylized Image Synthesis for Robust Medical Image
  Segmentation
Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation
Jie Bao
Zhixin Zhou
Wen Jung Li
Rui Luo
MedIm
264
0
0
05 Dec 2024
Multisource Collaborative Domain Generalization for Cross-Scene Remote
  Sensing Image Classification
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Zhu Han
Ce Zhang
Lianru Gao
Zhiqiang Zeng
Michael K. Ng
Bing Zhang
J. Chanussot
293
11
0
05 Dec 2024
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
Zhiyuan Yan
Jiangming Wang
Liang Luo
Peng Jin
Ke-Yue Zhang
Shen Chen
Taiping Yao
Shouhong Ding
Baoyuan Wu
Lichao Sun
379
0
0
23 Nov 2024
MLDGG: Meta-Learning for Domain Generalization on Graphs
MLDGG: Meta-Learning for Domain Generalization on GraphsKnowledge Discovery and Data Mining (KDD), 2024
Q. Tian
Chen Zhao
Minglai Shao
Wenjun Wang
Yujie Lin
Dong Li
OODAI4CE
369
2
0
19 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and UniformityNeural Information Processing Systems (NeurIPS), 2024
Y. Cho
JaeYoon Kim
Woo Jae Kim
Junsik Jung
Sung-eui Yoon
CVBMOOD
371
7
0
18 Nov 2024
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation
Vladyslav Zalevskyi
Thomas Sanchez
Margaux Roulet
Hélène Lajous
Jordina Aviles Verdera
...
Georg Langs
Gregor Kasprian
Jana Hutter
Hamza Kebiri
Meritxell Bach Cuadra
OOD
335
3
0
11 Nov 2024
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain
  Generalization
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain GeneralizationIEEE transactions on multimedia (IEEE TMM), 2024
Pengkun Jiao
Na Zhao
Yue Yu
Yu-Gang Jiang
OOD
318
3
0
05 Nov 2024
MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance
  Meta-Learning
MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-LearningBigData Congress [Services Society] (BSS), 2024
Haoliang Wang
Chen Zhao
Feng Chen
177
4
0
02 Nov 2024
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization
FEED: Fairness-Enhanced Meta-Learning for Domain GeneralizationBigData Congress [Services Society] (BSS), 2024
Kai Jiang
Chen Zhao
Haoliang Wang
Feng Chen
OODFedML
240
6
0
02 Nov 2024
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL
Woosung Koh
Wonbeen Oh
S. Kim
Suhin Shin
Hyeongjin Kim
Jaein Jang
Junghyun Lee
Se-Young Yun
462
0
0
21 Oct 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
AHA: Human-Assisted Out-of-Distribution Generalization and DetectionNeural Information Processing Systems (NeurIPS), 2024
Haoyue Bai
Jifan Zhang
Robert Nowak
461
9
0
10 Oct 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View
Bridging OOD Detection and Generalization: A Graph-Theoretic ViewNeural Information Processing Systems (NeurIPS), 2024
Han Wang
Yixuan Li
CML
309
3
0
26 Sep 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology
Benchmarking Domain Generalization Algorithms in Computational Pathology
Neda Zamanitajeddin
Mostafa Jahanifar
Kesi Xu
Fouzia Siraj
Nasir M. Rajpoot
OOD
450
7
0
25 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for
  Out-of-Distribution Generalization
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution GeneralizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Qiaowei Miao
Yawei Luo
Yi Yang
OODOODD
185
2
0
13 Sep 2024
Rethinking Meta-Learning from a Learning Lens
Rethinking Meta-Learning from a Learning Lens
Wenwen Qiang
Jingyao Wang
Chuxiong Sun
Hui Xiong
Jiangmeng Li
562
3
0
13 Sep 2024
WildFit: Autonomous In-situ Model Adaptation for Resource-Constrained IoT Systems
WildFit: Autonomous In-situ Model Adaptation for Resource-Constrained IoT Systems
Mohammad Mehdi Rastikerdar
Jin Huang
Hui Guan
Deepak Ganesan
364
2
0
12 Sep 2024
VFA: Vision Frequency Analysis of Foundation Models and Human
VFA: Vision Frequency Analysis of Foundation Models and Human
Mohammad Javad Darvishi Bayazi
Md Rifat Arefin
Jocelyn Faubert
Irina Rish
VLM
209
1
0
09 Sep 2024
Medical Image Segmentation via Single-Source Domain Generalization with
  Random Amplitude Spectrum Synthesis
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Qiang Qiao
Wenyu Wang
Meixia Qu
Kun Su
Bin Jiang
Qiang Guo
198
7
0
07 Sep 2024
Learning in Order! A Sequential Strategy to Learn Invariant Features for
  Multimodal Sentiment Analysis
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment AnalysisACM Multimedia (MM), 2024
Xianbing Zhao
Zhuang Li
Tao Feng
Jianfei Cai
Buzhou Tang
217
2
0
05 Sep 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
Chenqi Kong
Anwei Luo
Peijun Bao
Haoliang Li
Renjie Wan
Zengwei Zheng
Anderson de Rezende Rocha
Alex C. Kot
AAML
212
9
0
23 Aug 2024
Learning Fair Invariant Representations under Covariate and Correlation
  Shifts Simultaneously
Learning Fair Invariant Representations under Covariate and Correlation Shifts SimultaneouslyInternational Conference on Information and Knowledge Management (CIKM), 2024
Dong Li
Chen Zhao
Minglai Shao
Wenjun Wang
OODFaML
180
9
0
18 Aug 2024
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