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1712.02560
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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation
7 December 2017
Kuniaki Saito
Kohei Watanabe
Yoshitaka Ushiku
Tatsuya Harada
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Papers citing
"Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"
50 / 880 papers shown
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning
Sanqing Qu
Tianpei Zou
Florian Röhrbein
Cewu Lu
G. Chen
Dacheng Tao
Changjun Jiang
257
7
0
21 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather
Giulia Rizzoli
Matteo Caligiuri
Donald Shenaj
F. Barbato
Pietro Zanuttigh
263
3
0
20 Mar 2024
Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments
Churan Zhi
Junbao Zhuo
Shuhui Wang
161
4
0
19 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation
Haruya Ishikawa
Takumi Iida
Yoshinori Konishi
Yoshimitsu Aoki
197
4
0
19 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
Zhuliang Yu
Guohao Chen
Jiaxiang Wu
Yifan Zhang
Yaofo Chen
Peilin Zhao
Shuaicheng Niu
TTA
OOD
348
10
0
18 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
Yeongtak Oh
Jonghyun Lee
Jooyoung Choi
Dahuin Jung
Uiwon Hwang
Sungroh Yoon
TTA
DiffM
337
6
0
16 Mar 2024
SF(DA)
2
^2
2
: Source-free Domain Adaptation Through the Lens of Data Augmentation
Uiwon Hwang
Jonghyun Lee
Juhyeon Shin
Sungroh Yoon
238
23
0
16 Mar 2024
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection
Liupei Lu
Yufeng Yin
Yuming Gu
Yizhen Wu
P. Prasad
Yajie Zhao
Mohammad Soleymani
186
0
0
15 Mar 2024
A Bayesian Approach to OOD Robustness in Image Classification
Computer Vision and Pattern Recognition (CVPR), 2024
Prakhar Kaushik
Adam Kortylewski
Yaoyao Liu
224
6
0
12 Mar 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2024
Xinyao Li
Yuke Li
Zhekai Du
Fengling Li
Ke Lu
Jingjing Li
VLM
233
18
0
11 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming
IEEE Transactions on Image Processing (TIP), 2024
Runhua Jiang
Yahong Han
DiffM
OODD
189
2
0
09 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and Videos
International Conference on Machine Learning (ICML), 2024
Tarun Kalluri
Bodhisattwa Prasad Majumder
Manmohan Chandraker
VLM
324
7
0
08 Mar 2024
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery
Jingru Zhu
Ya Guo
Geng Sun
Liang Hong
Jie Chen
181
10
0
06 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
Sanqing Qu
Tianpei Zou
Lianghua He
Florian Röhrbein
Alois Knoll
Guang Chen
Changjun Jiang
266
43
0
06 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
Zhekai Du
Xinyao Li
Fengling Li
Ke Lu
Lei Zhu
Jingjing Li
220
49
0
05 Mar 2024
Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification
Yuan Wu
125
0
0
01 Mar 2024
Unsupervised Domain Adaptation within Deep Foundation Latent Spaces
D. Kangin
Plamen Angelov
199
1
0
22 Feb 2024
DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation
Yunjuan Wang
Hussein Hazimeh
Natalia Ponomareva
Alexey Kurakin
Ibrahim Hammoud
Raman Arora
OOD
AAML
176
1
0
16 Feb 2024
SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization
Ying Jin
Yuan Liu
Dahua Lin
251
4
0
13 Feb 2024
Domain Adaptation Using Pseudo Labels
S. Chhabra
Hemanth Venkateswara
Baoxin Li
287
1
0
09 Feb 2024
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation
Shivang Chopra
Suraj Kothawade
Houda Aynaou
Vasu Sharma
DiffM
239
5
0
07 Feb 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Yan Shen
Zhanghexuan Ji
Chunwei Ma
Mingchen Gao
TTA
288
2
0
05 Feb 2024
Phase-driven Domain Generalizable Learning for Nonstationary Time Series
Payal Mohapatra
Lixu Wang
Qi Zhu
AI4TS
248
3
0
05 Feb 2024
Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank
Xingzhi Zhou
Zhiliang Tian
Ka Chun Cheung
Simon See
Nevin L. Zhang
201
3
0
26 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation
Asian Conference on Computer Vision (ACCV), 2024
Hyeonwoo Cho
Chanmin Park
Donghee Kim
Jinyoung Kim
Won Hwa Kim
TTA
429
0
0
26 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space
A. Mottaghi
Mohammad Abdullah Jamal
Serena Yeung
Omid Mohareri
169
1
0
23 Jan 2024
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
Shadi Sartipi
Müjdat Çetin
150
6
0
04 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation
European Conference on Computer Vision (ECCV), 2024
I. Diamant
Amir Rosenfeld
Idan Achituve
Jacob Goldberger
Arnon Netzer
304
4
0
03 Jan 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition
Computer Vision and Pattern Recognition (CVPR), 2024
Kyle Buettner
Sina Malakouti
Xiang Lorraine Li
Adriana Kovashka
410
6
0
03 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations
Serban Stan
Mohammad Rostami
OOD
CLL
241
0
0
02 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Li Ren
Chen Chen
Liqiang Wang
Kien Hua
204
14
0
01 Jan 2024
Prompt-based Distribution Alignment for Unsupervised Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Shuanghao Bai
Min Zhang
Wanqi Zhou
Siteng Huang
Zhirong Luan
Donglin Wang
Badong Chen
OOD
VLM
229
80
0
15 Dec 2023
Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark
Data mining and knowledge discovery (DMKD), 2023
Hassan Ismail Fawaz
Ganesh Del Grosso
Tanguy Kerdoncuff
Aurélie Boisbunon
Illyyne Saffar
AI4TS
324
2
0
15 Dec 2023
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples
Marwa Kechaou
Mokhtar Z. Alaya
Romain Hérault
Gilles Gasso
GAN
219
0
0
12 Dec 2023
Sound Source Localization for a Source inside a Structure using Ac-CycleGAN
S. Kita
Choong Sik Park
Y. Kajikawa
184
0
0
08 Dec 2023
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging
ACM Transactions on Computing for Healthcare (TCH), 2023
Seungyeon Lee
Thai-Hoang Pham
Zhao Cheng
Ping Zhang
368
0
0
06 Dec 2023
Corporate Bankruptcy Prediction with Domain-Adapted BERT
Alex G. Kim
Sang-Yeong Yoon
127
10
0
06 Dec 2023
Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis
Italian National Conference on Sensors (INS), 2023
Florent Forest
Olga Fink
244
4
0
05 Dec 2023
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?
European Conference on Computer Vision (ECCV), 2023
Rosario Leonardi
Antonino Furnari
Francesco Ragusa
G. Farinella
EgoV
259
5
0
05 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
294
18
0
30 Nov 2023
Source-free Video Domain Adaptation by Learning from Noisy Labels
Pattern Recognition (Pattern Recogn.), 2023
A. Dasgupta
C. V. Jawahar
Karteek Alahari
TTA
VLM
487
13
0
30 Nov 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Sunandini Sanyal
Ashish Ramayee Asokan
Suvaansh Bhambri
YM Pradyumna
Akshay Ravindra Kulkarni
Jogendra Nath Kundu
R. V. Babu
CML
211
7
0
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Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images
Gauransh Sawhney
Daksh Dave
Adeel Ahmed
Jiechao Gao
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273
0
0
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GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation with Large Domain Gap
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
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Kyungho Bae
Seong Jong Ha
Yumin Ko
Gyeong-Moon Park
Jinwoo Choi
213
3
0
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Gradual Source Domain Expansion for Unsupervised Domain Adaptation
Thomas Westfechtel
Hao-Wei Yeh
Dexuan Zhang
Tatsuya Harada
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179
23
0
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Language Semantic Graph Guided Data-Efficient Learning
Neural Information Processing Systems (NeurIPS), 2023
Wenxuan Ma
Shuang Li
Lincan Cai
Jingxuan Kang
198
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SPA: A Graph Spectral Alignment Perspective for Domain Adaptation
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Haobo Wang
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Lei Feng
Gang Chen
Fei Huang
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304
34
0
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Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning
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Qingcai Chen
Yang Xiang
Youcheng Pan
Xiangping Wu
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279
1
0
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Hao Wang
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288
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IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation
International Conference on Machine Learning (ICML), 2023
Taejong Joo
Diego Klabjan
384
1
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16 Oct 2023
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