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1704.01705
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Generate To Adapt: Aligning Domains using Generative Adversarial Networks
6 April 2017
S. Sankaranarayanan
Yogesh Balaji
Carlos D. Castillo
Rama Chellappa
GAN
OOD
Re-assign community
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Papers citing
"Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
50 / 337 papers shown
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
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Z. Ge
122
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0
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VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming
D. Nguyen
D. Nguyen
282
0
0
02 Oct 2025
Global Variational Inference Enhanced Robust Domain Adaptation
Lingkun Luo
Shiqiang Hu
Liming Chen
OOD
192
0
0
04 Jul 2025
Noise Optimized Conditional Diffusion for Domain Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Lingkun Luo
Shiqiang Hu
Liming Chen
DiffM
262
0
0
12 May 2025
Concept-Based Unsupervised Domain Adaptation
Xinyue Xu
Yitao Hu
Hui Tang
Yi Qin
Lu Mi
Hao Wang
Xiaomeng Li
277
0
0
08 May 2025
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation
Yi-Ming Zhai
Chuan-Xian Ren
Hong Yan
283
0
0
03 May 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data
Computer Vision and Pattern Recognition (CVPR), 2020
Rui Li
Qianfen Jiao
Wenming Cao
Hau-San Wong
Si Wu
OOD
748
560
0
26 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models
Machine-mediated learning (ML), 2022
Shin'ya Yamaguchi
Sekitoshi Kanai
Atsutoshi Kumagai
Daiki Chijiwa
H. Kashima
VLM
CLL
BDL
DiffM
638
6
0
21 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Lingkun Luo
Shiqiang Hu
Liming Chen
530
2
0
10 Feb 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Fardad Dadboud
Hamid Azad
Varun Mehta
M. Bolic
Iraj Mntegh
293
5
0
06 Dec 2024
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings
Jeremiah Ridge
Oiwi Parker Jones
188
4
0
25 Oct 2024
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
ACM Multimedia (MM), 2024
Muquan Li
Dongyang Zhang
Tao He
Xiurui Xie
Yuan-Fang Li
Ke Qin
274
8
0
23 Oct 2024
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
International Conference on Learning Representations (ICLR), 2024
Mucong Ding
Bang An
Yuancheng Xu
Anirudh Satheesh
Furong Huang
279
1
0
03 Oct 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary
Mohammad Saeed Ebrahimi Saadabadi
Sahar Rahimi Malakshan
Seyed Rasoul Hosseini
Nasser M. Nasrabadi
CVBM
203
1
0
14 Aug 2024
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs
L. Crespi
Samuele Camnasio
D. Dei
N. Lambri
P. Mancosu
M. Scorsetti
Daniele Loiacono
MedIm
293
1
0
15 Jul 2024
Towards Domain Adaptive Neural Contextual Bandits
Ziyan Wang
Hao Wang
Hao Wang
456
0
0
13 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation
Jiachen Liang
Ruibing Hou
Hong Chang
Bingpeng Ma
Shiguang Shan
Xilin Chen
284
6
0
31 May 2024
Domain Adaptation with Cauchy-Schwarz Divergence
Wenzhe Yin
Shujian Yu
Yicong Lin
Jie Li
Jan-Jakob Sonke
E. Gavves
247
7
0
30 May 2024
Uncertainty-aware self-training with expectation maximization basis transformation
Zijia Wang
Wenbin Yang
Zhisong Liu
Zhen Jia
UQCV
170
3
0
02 May 2024
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data
S. Eppel
Jolina Li
Manuel S. Drehwald
Alán Aspuru-Guzik
299
2
0
05 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
Zhekai Du
Xinyao Li
Fengling Li
Ke Lu
Lei Zhu
Jingjing Li
220
50
0
05 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
Deng Li
Aming Wu
Yaowei Wang
Yahong Han
OOD
VLM
338
26
0
28 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay
Mohammad Rostami
CLL
302
4
0
31 Jan 2024
Unsupervised Domain Adaptation Using Compact Internal Representations
Mohammad Rostami
295
1
0
14 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images
Navapat Nananukul
Hamid Soltanian-zadeh
Mohammad Rostami
320
0
0
02 Jan 2024
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images
Prithvijit Chattopadhyay
Bharat Goyal
B. Ecsedi
Viraj Prabhu
Judy Hoffman
266
2
0
11 Dec 2023
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding
Sahil Khose
Anisha Pal
Aayushi Agarwal
Deepanshi
Judy Hoffman
Prithvijit Chattopadhyay
VGen
158
7
0
11 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion
Soroush Abbasi Koohpayegani
Anuj Singh
K. Navaneet
Hadi Jamali Rad
Hamed Pirsiavash
VLM
DiffM
334
6
0
05 Dec 2023
Enhancing Diffusion Models with 3D Perspective Geometry Constraints
ACM Transactions on Graphics (TOG), 2023
Rishi Upadhyay
Howard Zhang
Yunhao Ba
Ethan Yang
Blake Gella
Sicheng Jiang
Alex Wong
A. Kadambi
314
13
0
01 Dec 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
214
7
0
27 Nov 2023
Interpretable Modeling of Single-cell perturbation Responses to Novel Drugs Using Cycle Consistence Learning
Wei Huang
Aichun Zhu
Hui Liu
96
0
0
17 Nov 2023
Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images
R. Ouni
H. Alhichri
OOD
188
1
0
14 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision
Hrishikesh Sharma
AI4CE
EGVM
195
1
0
02 Nov 2023
Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis
Zixuan Wang
Haoran Tang
Haibo Wang
Bo Qin
M. Butala
Nong Sang
Hongwei Wang
173
1
0
20 Oct 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Neural Information Processing Systems (NeurIPS), 2023
Haizhou Shi
Hao Wang
CLL
295
38
0
18 Oct 2023
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images
Sireesha Chamarthi
Katharina Fogelberg
Roman C. Maron
T. Brinker
Julia Niebling
OOD
143
2
0
05 Oct 2023
Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination
R. Gupta
Shounak Das
Amit Sethi
OOD
230
1
0
29 Sep 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples
Asian Conference on Machine Learning (ACML), 2023
Shinýa Yamaguchi
236
2
0
28 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection
Daichi Zhang
Zihao Xiao
Jianmin Li
Shiming Ge
CVBM
ViT
239
2
0
09 Sep 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation
Mingjin Chen
Yongkang He
Yongyi Lu
Zhi-Yi Yang
MedIm
229
1
0
17 Aug 2023
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization
Eunju Yang
Gyusang Cho
Chan-Hyun Youn
TTA
251
1
0
04 Jul 2023
Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition
Payal Kamboj
Ayan Banerjee
Sandeep K. S. Gupta
187
1
0
26 Jun 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation
Tianyu Li
Subhankar Roy
Huayi Zhou
Hongtao Lu
Stéphane Lathuilière
247
15
0
15 Jun 2023
Taxonomy-Structured Domain Adaptation
International Conference on Machine Learning (ICML), 2023
Tianyi Liu
Zihao Xu
Hao He
Guang-Yuan Hao
Guang-He Lee
Hao Wang
TTA
OOD
317
10
0
13 Jun 2023
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?
Jinman Park
Francois Barnard
Saad Hossain
Sirisha Rambhatla
Paul Fieguth
OOD
242
0
0
02 Jun 2023
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Robert A. Marsden
Mario Döbler
Bin Yang
TTA
317
61
0
01 Jun 2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning
A. Li
Elisa Bertino
Xuan-Hong Dang
Ankush Singla
Yuhai Tu
M. Wegman
OOD
277
1
0
01 Jun 2023
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation
Neural Information Processing Systems (NeurIPS), 2023
Lisa Dunlap
Alyssa Umino
Han Zhang
Jiezhi Yang
Joseph E. Gonzalez
Trevor Darrell
DiffM
358
110
0
25 May 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation
International Conference on Machine Learning (ICML), 2023
Kowshik Thopalli
Rakshith Subramanyam
Pavan Turaga
Jayaraman J. Thiagarajan
TTA
169
8
0
22 May 2023
Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment
Hongbin Lin
Zhuliang Yu
Yifan Zhang
Zhen Qiu
Shuaicheng Niu
Dong Liu
Qing Du
Yanxia Liu
196
2
0
22 May 2023
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