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Domain Generalization via Model-Agnostic Learning of Semantic Features

Domain Generalization via Model-Agnostic Learning of Semantic Features

29 October 2019
Qi Dou
Daniel Coelho De Castro
Konstantinos Kamnitsas
Ben Glocker
    OOD
ArXiv (abs)PDFHTML

Papers citing "Domain Generalization via Model-Agnostic Learning of Semantic Features"

50 / 417 papers shown
Title
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised
  Domain Adaptation for Blind Image Quality Assessment
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment
Aobo Li
Jinjian Wu
Yongxu Liu
Leida Li
63
5
0
07 May 2024
DGMamba: Domain Generalization via Generalized State Space Model
DGMamba: Domain Generalization via Generalized State Space Model
Shaocong Long
Qianyu Zhou
Hefei Ling
Xuequan Lu
Chenhao Ying
Yuan Luo
Lizhuang Ma
Shuicheng Yan
122
10
0
11 Apr 2024
Domain Generalization through Meta-Learning: A Survey
Domain Generalization through Meta-Learning: A Survey
Arsham Gholamzadeh Khoee
Yinan Yu
R. Feldt
AI4CEOOD
93
16
0
03 Apr 2024
Test-Time Model Adaptation with Only Forward Passes
Test-Time Model Adaptation with Only Forward Passes
Shuaicheng Niu
Chunyan Miao
Guohao Chen
Pengcheng Wu
Peilin Zhao
TTA
132
26
0
02 Apr 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation
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
TTAAAMLVLMOOD
110
7
0
29 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for
  Federated Domain Generalization
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
Khiem Le-Huy
Long Ho
Cuong D. Do
Danh Le-Phuoc
Kok-Seng Wong
OODFedML
99
4
0
22 Mar 2024
Towards Generalizing to Unseen Domains with Few Labels
Towards Generalizing to Unseen Domains with Few Labels
Chamuditha Jayanga Galappaththige
Sanoojan Baliah
Malitha Gunawardhana
Muhammad Haris Khan
84
3
0
18 Mar 2024
HeteroSwitch: Characterizing and Taming System-Induced Data
  Heterogeneity in Federated Learning
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
119
2
0
07 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain
  Generalization
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
Deng Li
Aming Wu
Yaowei Wang
Yahong Han
OODVLM
137
10
0
28 Feb 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via
  Selective Entropy Distillation
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation
Yaofo Chen
Shuaicheng Niu
Yaowei Wang
Shoukai Xu
Hengjie Song
Mingkui Tan
97
8
0
27 Feb 2024
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction
  Denoising via Denoising Diffusion
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion
Xueyi Liu
Li Yi
DiffM
112
22
0
22 Feb 2024
SMORE: Similarity-based Hyperdimensional Domain Adaptation for
  Multi-Sensor Time Series Classification
SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification
Junyao Wang
Mohammad Abdullah Al Faruque
AI4TS
72
1
0
20 Feb 2024
Any-Shift Prompting for Generalization over Distributions
Any-Shift Prompting for Generalization over Distributions
Zehao Xiao
Jiayi Shen
Mohammad Mahdi Derakhshani
Tianran Ouyang
Cees G. M. Snoek
OODVPVLMVLM
120
10
0
15 Feb 2024
Domain Generalization with Small Data
Domain Generalization with Small Data
Kecheng Chen
Elena Gal
Hong Yan
Haoliang Li
OOD
80
7
0
09 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized
  Representations and Experience Replay
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay
Mohammad Rostami
CLL
119
2
0
31 Jan 2024
Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised
  Domain Generalization
Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization
Adnan Khan
Mai A. Shaaban
Muhammad Haris Khan
118
5
0
25 Jan 2024
Enhancing Evolving Domain Generalization through Dynamic Latent
  Representations
Enhancing Evolving Domain Generalization through Dynamic Latent Representations
Binghui Xie
Yongqiang Chen
Jiaqi Wang
Kaiwen Zhou
Bo Han
Wei Meng
James Cheng
111
5
0
16 Jan 2024
Model-Agnostic Interpretation Framework in Machine Learning: A
  Comparative Study in NBA Sports
Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports
Shun Liu
68
0
0
05 Jan 2024
MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object
  Detection and Domain Generalization
MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization
L. Saad Saoud
Lakmal D. Seneviratne
Irfan Hussain
123
0
0
23 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment
Generalizable Sleep Staging via Multi-Level Domain Alignment
Jiquan Wang
Sha Zhao
Haiteng Jiang
Shijian Li
Tao Li
Gang Pan
142
10
0
13 Dec 2023
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for
  Underwater Environments
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments
L. Saad Saoud
Zhenwei Niu
Atif Sultan
Lakmal D. Seneviratne
Irfan Hussain
74
3
0
11 Dec 2023
Open Domain Generalization with a Single Network by Regularization
  Exploiting Pre-trained Features
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features
Inseop Chung
Kiyoon Yoo
Nojun Kwak
VLM
97
0
0
08 Dec 2023
Effective Adapter for Face Recognition in the Wild
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
62
1
0
04 Dec 2023
HD Maps are Lane Detection Generalizers: A Novel Generative Framework
  for Single-Source Domain Generalization
HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization
Daeun Lee
Minhyeok Heo
Jiwon Kim
78
0
0
28 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in
  Remote Sensing
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing
Avigyan Bhattacharya
Mainak Singha
Ankit Jha
Biplab Banerjee
SSLVLM
80
6
0
27 Nov 2023
Parameter Exchange for Robust Dynamic Domain Generalization
Parameter Exchange for Robust Dynamic Domain Generalization
Luojun Lin
Zhifeng Shen
Zhishu Sun
Yuanlong Yu
Lei Zhang
Weijie Chen
OOD
122
6
0
23 Nov 2023
Bridging Generalization Gaps in High Content Imaging Through Online
  Self-Supervised Domain Adaptation
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation
Johan Fredin Haslum
Christos Matsoukas
Karl‐Johan Leuchowius
Kevin Smith
60
2
0
21 Nov 2023
MADG: Margin-based Adversarial Learning for Domain Generalization
MADG: Margin-based Adversarial Learning for Domain Generalization
Aveen Dayal
B. VimalK.
Linga Reddy Cenkeramaddi
C. K. Mohan
Abhinav Kumar
Vineeth N. Balasubramanian
OODAAML
104
65
0
14 Nov 2023
Learning Class and Domain Augmentations for Single-Source Open-Domain
  Generalization
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
Prathmesh Bele
Valay Bundele
Avigyan Bhattacharya
Ankit Jha
Gemma Roig
Biplab Banerjee
78
5
0
05 Nov 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization
Diversifying Spatial-Temporal Perception for Video Domain Generalization
Kun-Yu Lin
Jia-Run Du
Yipeng Gao
Jiaming Zhou
Wei-Shi Zheng
84
16
0
27 Oct 2023
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
Generalizing to Unseen Domains in Diabetic Retinopathy Classification
Chamuditha Jayanga Galappaththige
Gayal Kuruppu
Muhammad Haris Khan
OOD
82
7
0
26 Oct 2023
Towards contrast-agnostic soft segmentation of the spinal cord
Towards contrast-agnostic soft segmentation of the spinal cord
Sandrine Bédard
E. Karthik
C. Tsagkas
E. Pravatà
Cristina Granziera
Andrew C. Smith
K. A. Weber
Julien Cohen-Adad
65
12
0
23 Oct 2023
Towards Generalizable Multi-Camera 3D Object Detection via Perspective
  Debiasing
Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing
Hao Lu
Yunpeng Zhang
Qing Lian
Dalong Du
Ying-Cong Chen
88
6
0
17 Oct 2023
Towards Unified and Effective Domain Generalization
Towards Unified and Effective Domain Generalization
Yiyuan Zhang
Kaixiong Gong
Xiaohan Ding
Kaipeng Zhang
Fangrui Lv
Kurt Keutzer
Xiangyu Yue
AI4CEOODFedML
106
4
0
16 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of
  Parameters
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
Mateusz Michalkiewicz
M. Faraki
Xiang Yu
Manmohan Chandraker
Mahsa Baktash
53
4
0
11 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category
  Shift
Activate and Reject: Towards Safe Domain Generalization under Category Shift
Chaoqi Chen
Luyao Tang
Leitian Tao
Hong-Yu Zhou
Yue Huang
Xiaoguang Han
Yizhou Yu
OOD
93
10
0
07 Oct 2023
Domain Generalization for Medical Image Analysis: A Survey
Domain Generalization for Medical Image Analysis: A Survey
Jee Seok Yoon
Kwanseok Oh
Yooseung Shin
Maciej A Mazurowski
Heung-Il Suk
LM&MAOOD
87
4
0
05 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift Simulator
CODA: Temporal Domain Generalization via Concept Drift Simulator
Chia-Yuan Chang
Yu-Neng Chuang
Zhimeng Jiang
Kwei-Herng Lai
Anxiao Jiang
Na Zou
OOD
68
5
0
02 Oct 2023
CauDR: A Causality-inspired Domain Generalization Framework for
  Fundus-based Diabetic Retinopathy Grading
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
MedImOOD
45
3
0
27 Sep 2023
Multivariate Prototype Representation for Domain-Generalized Incremental
  Learning
Multivariate Prototype Representation for Domain-Generalized Incremental Learning
Can Peng
Piotr Koniusz
Kai Guo
Brian C. Lovell
Peyman Moghadam
CLLOOD
64
2
0
24 Sep 2023
Learning Invariant Representations with a Nonparametric Nadaraya-Watson
  Head
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
Alan Q. Wang
Minh Nguyen
M. Sabuncu
CMLOOD
89
1
0
23 Sep 2023
Test-Time Training for Speech
Test-Time Training for Speech
Sri Harsha Dumpala
Chandramouli Shama Sastry
Sageev Oore
102
1
0
19 Sep 2023
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation
  from Fractal-based Simulation
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation
Achref Jaziri
Martin Mundt
Andres Fernandez Rodriguez
Visvanathan Ramesh
75
3
0
18 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things
  (IoT): Opportunities and Challenges
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
85
29
0
14 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning
  Rates
Exploring Flat Minima for Domain Generalization with Large Learning Rates
Jian Zhang
Lei Qi
Yinghuan Shi
Yang Gao
81
3
0
12 Sep 2023
MLN-net: A multi-source medical image segmentation method for clustered
  microcalcifications using multiple layer normalization
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization
Ke Wang
Zanting Ye
Xiang Xie
Haidong Cui
Tao Chen
Banteng Liu
105
11
0
06 Sep 2023
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent
  Pseudo-Modalities
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities
Dewei Hu
Hao Li
Han Liu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
113
4
0
03 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model
  Capability
Domain Generalization via Balancing Training Difficulty and Model Capability
Xue-Qiu Jiang
Jiaxing Huang
Sheng Jin
Shijian Lu
108
13
0
02 Sep 2023
Post-Deployment Adaptation with Access to Source Data via Federated
  Learning and Source-Target Remote Gradient Alignment
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment
Felix Wagner
Zeju Li
Pramit Saha
Konstantinos Kamnitsas
MedIm
64
5
0
31 Aug 2023
Exploring the Transfer Learning Capabilities of CLIP in Domain
  Generalization for Diabetic Retinopathy
Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy
Sanoojan Baliah
F. Maani
Santosh Sanjeev
M. H. Khan
68
8
0
27 Aug 2023
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