Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Learning to Generalize: Meta-Learning for Domain Generalization"
50 / 791 papers shown
Domain Generalizable Person Search Using Unreal Dataset
Minyoung Oh
Duhyun Kim
Jae-Young Sim
OOD
186
3
0
31 Mar 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
286
13
0
29 Mar 2024
Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
Xin Zou
Weiwei Liu
201
3
0
29 Mar 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay
Hyungjun Yoon
Jaehyun Kwak
Biniyam Aschalew Tolera
Gaole Dai
Mo Li
Taesik Gong
Kimin Lee
Sung-Ju Lee
SSL
VLM
376
0
0
29 Mar 2024
Test-Time Domain Generalization for Face Anti-Spoofing
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Xuequan Lu
Shouhong Ding
Lizhuang Ma
TTA
CVBM
OOD
277
38
0
28 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization
Yunlong Tang
Yuxuan Wan
Lei Qi
Xin Geng
VLM
261
11
0
25 Mar 2024
Advancing Extrapolative Predictions of Material Properties through Learning to Learn
Kohei Noda
Araki Wakiuchi
Yoshihiro Hayashi
Ryo Yoshida
AI4CE
134
0
0
25 Mar 2024
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification
International Journal of Computer Vision (IJCV), 2024
Lei Zhang
Xiaowei Fu
Fuxiang Huang
Yi Yang
Xinbo Gao
VLM
231
6
0
22 Mar 2024
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Vladyslav Zalevskyi
Thomas Sanchez
Margaux Roulet
Jordina Aviles Verddera
Jana Hutter
Hamza Kebiri
Meritxell Bach Cuadra
150
6
0
22 Mar 2024
DomainLab: A modular Python package for domain generalization in deep learning
Xudong Sun
Carla Feistner
Alexej Gossmann
George Schwarz
Rao Muhammad Umer
...
A. Gruber
Nutan Chen
Sayedali Shetab Boushehri
Florian Buettner
Carsten Marr
OOD
150
0
0
21 Mar 2024
A Survey of Machine Learning for Estimating Workload: Considering Unknown Tasks
Josh Bhagat Smith
Julie A. Adams
307
0
0
20 Mar 2024
M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling
Xudong Sun
Nutan Chen
Alexej Gossmann
Yu Xing
Carla Feistner
...
Felix Drost
Daniele Scarcella
Lisa Beer
Carsten Marr
Carsten Marr
392
1
0
20 Mar 2024
V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions
Baolu Li
Jinlong Li
Xinyu Liu
Runsheng Xu
Zhengzhong Tu
Jiacheng Guo
Xiaopeng Li
Hongkai Yu
347
13
0
17 Mar 2024
A Causal Inspired Early-Branching Structure for Domain Generalization
International Journal of Computer Vision (IJCV), 2024
Liang Chen
Yong Zhang
Yibing Song
Zhen Zhang
Lingqiao Liu
OOD
163
8
0
13 Mar 2024
Unknown Domain Inconsistency Minimization for Domain Generalization
International Conference on Learning Representations (ICLR), 2024
Seungjae Shin
Heesun Bae
Byeonghu Na
Yoon-Yeong Kim
Il-Chul Moon
270
5
0
12 Mar 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Sikai Bai
Jiewei Zhang
Shuaicheng Li
Song Guo
Jingcai Guo
Jun Hou
Tao Han
Xiaocheng Lu
FedML
343
26
0
11 Mar 2024
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
International Conference on Learning Representations (ICLR), 2024
Yingtian Zou
Kenji Kawaguchi
Yingnan Liu
Jiashuo Liu
Yang Deng
Wynne Hsu
232
10
0
11 Mar 2024
Domain Adversarial Active Learning for Domain Generalization Classification
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Jianting Chen
Ling Ding
Yunxiao Yang
Zaiyuan Di
Yang Xiang
OOD
220
5
0
10 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation
Yijiang Li
Sucheng Ren
Weipeng Deng
Yuzhi Xu
Ying Gao
Edith C.H. Ngai
Haohan Wang
OOD
284
5
0
08 Mar 2024
Fine-tuning with Very Large Dropout
Jianyu Zhang
Léon Bottou
389
9
0
01 Mar 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
354
13
0
27 Feb 2024
StochCA: A Novel Approach for Exploiting Pretrained Models with Cross-Attention
SeungWon Seo
Suho Lee
Sangheum Hwang
242
0
0
25 Feb 2024
Generalizing Reward Modeling for Out-of-Distribution Preference Learning
Chen Jia
262
3
0
22 Feb 2024
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
Yuke Li
Guangyi Chen
Ben Abramowitz
Stefano Anzellotti
Donglai Wei
TTA
297
3
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
342
20
0
15 Feb 2024
MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain
Xiaohe Li
Feilong Huang
Zide Fan
Fangli Mou
Yingyan Hou
Chen Qian
Lijie Wen
226
5
0
13 Feb 2024
Generalizing across Temporal Domains with Koopman Operators
Qiuhao Zeng
Wei Wang
Fan Zhou
Gezheng Xu
Ruizhi Pu
Changjian Shui
Christian Gagné
Shichun Yang
Boyu Wang
Charles Ling
OOD
AI4CE
199
12
0
12 Feb 2024
HYPO: Hyperspherical Out-of-Distribution Generalization
Yifei Ming
Haoyue Bai
Julian Katz-Samuels
Yixuan Li
OODD
OOD
339
13
0
12 Feb 2024
Hypernetwork-Driven Model Fusion for Federated Domain Generalization
Marc Bartholet
Taehyeon Kim
Ami Beuret
SeYoung Yun
J. M. Buhmann
FedML
274
1
0
10 Feb 2024
Domain Generalization with Small Data
Kecheng Chen
Elena Gal
Hong Yan
Haoliang Li
OOD
252
12
0
09 Feb 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
Yuji Roh
Qingyun Liu
Huan Gui
Zhe Yuan
Yujin Tang
...
Liang Liu
Shuchao Bi
Lichan Hong
Ed H. Chi
Zhe Zhao
414
3
0
07 Feb 2024
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
H. Nghiem
Umang Gupta
Fred Morstatter
176
8
0
05 Feb 2024
Appearance Debiased Gaze Estimation via Stochastic Subject-Wise Adversarial Learning
Pattern Recognition (Pattern Recogn.), 2024
Suneung Kim
Woo-Jeoung Nam
Seong-Whan Lee
GAN
140
4
0
25 Jan 2024
AutoFT: Learning an Objective for Robust Fine-Tuning
Caroline Choi
Yoonho Lee
Annie S. Chen
Allan Zhou
Aditi Raghunathan
Chelsea Finn
OOD
321
1
0
18 Jan 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization
Guanglin Zhou
Zhongyi Han
Shiming Chen
Erdun Gao
Liming Zhu
Tongliang Liu
Lina Yao
Kun Zhang
248
6
0
18 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations
IEEE Transactions on Image Processing (TIP), 2024
Na Wang
Lei Qi
Jintao Guo
Yinghuan Shi
Yang Gao
OOD
244
7
0
11 Jan 2024
Any-Way Meta Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Junhoo Lee
Yearim Kim
Hyunho Lee
Nojun Kwak
137
2
0
10 Jan 2024
Meta-forests: Domain generalization on random forests with meta-learning
Asian Conference on Machine Learning (ACML), 2024
Yuyang Sun
Panagiotis Kosmas
185
1
0
09 Jan 2024
Preserving Silent Features for Domain Generalization
Chujie Zhao
Tianren Zhang
Feng Chen
262
0
0
06 Jan 2024
Prompt-driven Latent Domain Generalization for Medical Image Classification
Siyuan Yan
Chi Liu
Zhen Yu
Lie Ju
Dwarikanath Mahapatra
B. Betz‐Stablein
Victoria Mar
Monika Janda
Peter Soyer
Zongyuan Ge
OOD
VLM
MedIm
392
14
0
05 Jan 2024
Marginal Debiased Network for Fair Visual Recognition
Pattern Recognition (Pattern Recogn.), 2024
Mei Wang
Weihong Deng
Sen Su
284
1
0
04 Jan 2024
Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space
Padmaksha Roy
Tyler Cody
Himanshu Singhal
Kevin Choi
Ming Jin
OOD
460
1
0
28 Dec 2023
ShiftKD: Benchmarking Knowledge Distillation under Distribution Shift
Songming Zhang
Ziyu Lyu
Ziyu Lyu
Xiaofeng Chen
215
2
0
25 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization
Guangtao Zheng
Mengdi Huai
Aidong Zhang
270
29
0
20 Dec 2023
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains
Jaeyeul Kim
Jungwan Woo
Jeonghoon Kim
Sunghoon Im
367
6
0
19 Dec 2023
Hacking Task Confounder in Meta-Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Wenwen Qiang
Yi Ren
Changwen Zheng
Xingzhe Su
Changwen Zheng
Jingyao Wang
CML
549
9
0
10 Dec 2023
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features
Inseop Chung
Kiyoon Yoo
Nojun Kwak
VLM
207
0
0
08 Dec 2023
Meta ControlNet: Enhancing Task Adaptation via Meta Learning
Junjie Yang
Jinze Zhao
Peihao Wang
Zinan Lin
Yingbin Liang
364
4
0
03 Dec 2023
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation
Computer Vision and Pattern Recognition (CVPR), 2023
Sumanth Udupa
Prajwal Gurunath
Aniruddh Sikdar
Suresh Sundaram
297
18
0
30 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
VLM
194
7
0
27 Nov 2023
Previous
1
2
3
4
5
...
14
15
16
Next