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1709.10190
Cited By
Unified Deep Supervised Domain Adaptation and Generalization
28 September 2017
Saeid Motiian
Marco Piccirilli
Donald Adjeroh
Gianfranco Doretto
OOD
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Papers citing
"Unified Deep Supervised Domain Adaptation and Generalization"
50 / 433 papers shown
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification
Ming Hu
Siyuan Yan
Peng Xia
Feilong Tang
Wenxue Li
Peibo Duan
Lin Zhang
Zongyuan Ge
MedIm
334
3
0
18 May 2024
DALLMi: Domain Adaption for LLM-based Multi-label Classifier
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
Miruna Betianu
Abele Malan
Marco Aldinucci
Robert Birke
Lydia Y. Chen
228
7
0
03 May 2024
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation
Guanlong Jiao
Chenyangguang Zhang
Haonan Yin
Yu Mo
Biqing Huang
Hui Pan
Yi Luo
Jingxian Liu
329
2
0
21 Apr 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
Jiapeng Su
Qi Fan
Guangming Lu
Fanglin Chen
Wenjie Pei
195
24
0
16 Apr 2024
A robust assessment for invariant representations
Wenlu Tang
Zicheng Liu
OOD
247
0
0
07 Apr 2024
Domain Generalizable Person Search Using Unreal Dataset
Minyoung Oh
Duhyun Kim
Jae-Young Sim
OOD
185
3
0
31 Mar 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion
Shuai Xiang
Pieter M. Blok
James Burridge
Haozhou Wang
Wei Guo
414
0
0
27 Mar 2024
Towards Generalizing to Unseen Domains with Few Labels
Computer Vision and Pattern Recognition (CVPR), 2024
Chamuditha Jayanga Galappaththige
Sanoojan Baliah
Malitha Gunawardhana
Muhammad Haris Khan
311
6
0
18 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
219
5
0
10 Mar 2024
Pooling Image Datasets With Multiple Covariate Shift and Imbalance
Sotirios Panagiotis Chytas
Vishnu Suresh Lokhande
Peiran Li
Vikas Singh
OOD
320
1
0
05 Mar 2024
Few-shot adaptation for morphology-independent cell instance segmentation
Ram J. Zaveri
Voke Brume
Gianfranco Doretto
204
0
0
27 Feb 2024
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration
Wonjeong Choi
Jun-Gyu Park
Dong-Jun Han
Younghyun Park
Jaekyun Moon
296
2
0
22 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
Interactive singing melody extraction based on active adaptation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2024
Kavya Ranjan Saxena
Vipul Arora
VLM
156
9
0
12 Feb 2024
Domain Generalization with Small Data
Kecheng Chen
Elena Gal
Hong Yan
Haoliang Li
OOD
249
12
0
09 Feb 2024
Understanding What Affects Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence
Jiafei Lyu
Le Wan
Xiu Li
Zongqing Lu
CML
OffRL
300
2
0
05 Feb 2024
Unsupervised Domain Adaptation Using Compact Internal Representations
Mohammad Rostami
295
1
0
14 Jan 2024
Enhancing Consistency and Mitigating Bias: A Data Replay Approach for Incremental Learning
Neural Networks (NN), 2024
Chenyang Wang
Junjun Jiang
Xingyu Hu
Xianming Liu
Xiangyang Ji
317
9
0
12 Jan 2024
Meta-forests: Domain generalization on random forests with meta-learning
Asian Conference on Machine Learning (ACML), 2024
Yuyang Sun
Panagiotis Kosmas
183
1
0
09 Jan 2024
Domain Generalization with Vital Phase Augmentation
Ingyun Lee
Wooju Lee
Hyun Myung
OOD
261
10
0
27 Dec 2023
MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization
L. Saad Saoud
Lakmal D. Seneviratne
Irfan Hussain
321
0
0
23 Dec 2023
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection
Xisheng Li
Wei Li
Pinhao Song
Mingjun Zhang
Jie-Gui Zhou
210
0
0
20 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization
Guangtao Zheng
Mengdi Huai
Aidong Zhang
270
29
0
20 Dec 2023
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization
David Pujol-Perich
Albert Clapés
Sergio Escalera
624
1
0
20 Dec 2023
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling
Leander van den Heuvel
Gertjan J. Burghouts
David W. Zhang
G. Englebienne
Sabina B. van Rooij
DiffM
219
0
0
19 Dec 2023
The unreasonable effectiveness of AI CADe polyp detectors to generalize to new countries
Joel Shor
H. Yamano
Daisuke Tsurumaru
Yotam Intrator
Hiroki Kayama
...
Kaho Kobayashi
Eiji Oki
Roman Goldenberg
Ehud Rivlin
Ichiro Takemasa
CML
196
0
0
11 Dec 2023
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments
L. Saad Saoud
Zhenwei Niu
Atif Sultan
Lakmal D. Seneviratne
Irfan Hussain
280
9
0
11 Dec 2023
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Takehiko Ohkawa
Takuma Yagi
Taichi Nishimura
Ryosuke Furuta
Atsushi Hashimoto
Yoshitaka Ushiku
Yoichi Sato
EgoV
296
10
0
28 Nov 2023
Robust Domain Misinformation Detection via Multi-modal Feature Alignment
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Hui Liu
Wenya Wang
Hao Sun
Anderson de Rezende Rocha
Haoliang Li
196
29
0
24 Nov 2023
Parameter Exchange for Robust Dynamic Domain Generalization
ACM Multimedia (ACM MM), 2023
Luojun Lin
Zhifeng Shen
Zhishu Sun
Yuanlong Yu
Lei Zhang
Weijie Chen
OOD
362
7
0
23 Nov 2023
Domain Generalization of 3D Object Detection by Density-Resampling
Shuangzhi Li
Lei Ma
Xingyu Li
3DPC
308
6
0
17 Nov 2023
A2XP: Towards Private Domain Generalization
Geunhyeok Yu
Hyoseok Hwang
479
2
0
17 Nov 2023
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023
Maria Sdraka
Alkinoos Dimakos
Alexandros Malounis
Zisoula Ntasiou
Konstantinos Karantzalos
Dimitrios Michail
Ioannis Papoutsis
186
11
0
06 Nov 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
236
13
0
28 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
325
12
0
26 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
IEEE International Conference on Computer Vision (ICCV), 2023
Mateusz Michalkiewicz
M. Faraki
Xiang Yu
Manmohan Chandraker
Mahsa Baktash
288
7
0
11 Oct 2023
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
The Web Conference (WWW), 2023
Feiyi Chen
Zhen Qin
Yingying Zhang
Shuiguang Deng
Lunting Fan
Guansong Pang
Qingsong Wen
AI4TS
273
15
0
09 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift Simulator
Knowledge Discovery and Data Mining (KDD), 2023
Chia-Yuan Chang
Yu-Neng Chuang
Zhimeng Jiang
Kwei-Herng Lai
Anxiao Jiang
Na Zou
OOD
176
6
0
02 Oct 2023
Incorporating Supervised Domain Generalization into Data Augmentation
Shohei Enomoto
Monikka Roslianna Busto
Takeharu Eda
161
0
0
02 Oct 2023
Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions
Jie Zhao
Ziyu Guan
Ziyu Guan
Yue Jiang
Xiaofei He
247
4
0
29 Sep 2023
Rethinking Domain Generalization: Discriminability and Generalizability
Shaocong Long
Qianyu Zhou
Chenhao Ying
Lizhuang Ma
Yuan Luo
OOD
AI4CE
351
25
0
28 Sep 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization
IEEE International Conference on Computer Vision (ICCV), 2023
Mengmeng Jing
Xiantong Zhen
Jingjing Li
Cees G. M. Snoek
246
9
0
23 Sep 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance
IEEE International Conference on Computer Vision (ICCV), 2023
Zeyi Huang
Andy Zhou
Zijian Lin
Mu Cai
Haohan Wang
Yong Jae Lee
VLM
OOD
233
50
0
21 Sep 2023
Weight Averaging Improves Knowledge Distillation under Domain Shift
Valeriy Berezovskiy
Nikita Morozov
MoMe
271
2
0
20 Sep 2023
Domain Generalization with Fourier Transform and Soft Thresholding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Hongyi Pan
Sijin Yu
Zheyuan Zhan
Xin Zhu
Debesh Jha
Ahmet Enis Cetin
C. Spampinato
Ulas Bagci
OOD
194
7
0
18 Sep 2023
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
200
36
0
14 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
iBARLE: imBalance-Aware Room Layout Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Taotao Jing
Lichen Wang
Naji Khosravan
Zhiqiang Wan
Zachary Bessinger
Zhengming Ding
S. B. Kang
311
2
0
29 Aug 2023
Constructive Incremental Learning for Fault Diagnosis of Rolling Bearings with Ensemble Domain Adaptation
Jiang Liu
Wei Dai
73
0
0
29 Aug 2023
Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy
Sanoojan Baliah
F. Maani
Santosh Sanjeev
M. H. Khan
132
15
0
27 Aug 2023
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