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1702.05464
Cited By
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
17 February 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
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Papers citing
"Adversarial Discriminative Domain Adaptation"
50 / 2,131 papers shown
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images
Nimra Dilawar
Sara Nadeem
Javed Iqbal
Waqas Sultani
Mohsen Ali
295
0
0
05 Mar 2025
COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation
Aurelio Noca
Xianmei Lei
Jonathan Becktor
J. Edlund
Anna Sabel
Patrick Spieler
Curtis Padgett
Alexandre Alahi
Deegan Atha
340
0
0
05 Mar 2025
SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients
ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2025
Heming Fu
Hongkai Chen
Shan Lin
Guoliang Xing
175
5
0
03 Mar 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
Akhil Jalan
Yassir Jedra
Arya Mazumdar
Soumendu Sundar Mukherjee
Purnamrita Sarkar
935
2
0
28 Feb 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
Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
Rong Liu
Junye Liang
Jiaqi Yang
Jiang He
Peng Zhu
273
6
0
25 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
B. Shirokikh
Anvar Kurmukov
Mariia Donskova
Valentin Samokhin
Mikhail Belyaev
Ivan Oseledets
OOD
267
0
0
24 Feb 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism
Ruichu Cai
Junxian Huang
Zhenhui Yang
Zijian Li
Emadeldeen Eldele
Min Wu
Gang Hua
OOD
CML
BDL
AI4TS
326
0
0
23 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
International Conference on Learning Representations (ICLR), 2024
Kang Liao
Zongsheng Yue
Zhouxia Wang
Chen Change Loy
375
9
0
20 Feb 2025
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network
IEEE Internet of Things Journal (IEEE IoT J.), 2024
Zijian Zhao
Tingwei Chen
Zhijie Cai
Hang Li
Hang Li
Qimei Chen
Guangxu Zhu
385
16
0
17 Feb 2025
Wasserstein distributional adversarial training for deep neural networks
Xingjian Bai
Guangyi He
Yifan Jiang
Jan Obloj
OOD
374
3
0
13 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene
Computer Vision and Pattern Recognition (CVPR), 2025
Tai-Yu Pan
Sooyoung Jeon
Mengdi Fan
Jinsu Yoo
Zhenyang Feng
Mark E. Campbell
Kilian Q. Weinberger
Bharath Hariharan
Wei-Lun Chao
604
2
0
10 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
525
2
0
10 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation
Lingkun Luo
Shiqiang Hu
Jie Yang
Liming Chen
AI4CE
289
0
0
10 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation
Anneke von Seeger
Dongmian Zou
Gilad Lerman
463
0
0
05 Feb 2025
GDO:Gradual Domain Osmosis
Zixi Wang
Yushe Cao
1.1K
0
0
31 Jan 2025
Gradual Domain Adaptation for Graph Learning
Pui Ieng Lei
Ximing Chen
Yijun Sheng
Yanyan Liu
J. Guo
Zhiguo Gong
OOD
519
0
0
29 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application
Gonzalo Iñaki Quintana
Laurence Vancamberg
Vincent Jugnon
Agnès Desolneux
Mathilde Mougeot
MedIm
331
2
0
28 Jan 2025
FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection
Guray Ozgur
Eduarda Caldeira
Tahar Chettaoui
Fadi Boutros
Raghavendra Ramachandra
Naser Damer
AAML
CVBM
276
10
1
06 Jan 2025
Attribute-Based Robotic Grasping with Data-Efficient Adaptation
IEEE Transactions on robotics (IEEE TRO), 2025
Yang Yang
Houjian Yu
Xibai Lou
Yuanhao Liu
Changhyun Choi
406
22
0
04 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation
IEEE transactions on multimedia (TMM), 2025
Xinyang Huang
Chuang Zhu
Ruiying Ren
Shengjie Liu
Tiejun Huang
465
3
0
03 Jan 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Yang Yuxiang
Zeng Xinyi
Zeng Pinxian
Zu Chen
Yan Binyu
Zhou Jiliu
Wang Yan
412
0
0
02 Jan 2025
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift
AAAI Conference on Artificial Intelligence (AAAI), 2023
A. Nguyen
Lam C. Tran
Anh Tong
Tuan-Duy H. Nguyen
Toan M. Tran
280
2
0
31 Dec 2024
Audiopedia: Audio QA with Knowledge
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Abhirama Subramanyam Penamakuri
Kiran Chhatre
Akshat Jain
KELM
AuLLM
RALM
368
0
0
31 Dec 2024
Feature Based Methods in Domain Adaptation for Object Detection: A Review Paper
Helia Mohamadi
Mohammad Ali Keyvanrad
Mohammad Reza Mohammadi
337
0
0
23 Dec 2024
Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation
Jongmin Yu
Zhongtian Sun
Shan Luo
Jinhong Yang
Shan Luo
DiffM
320
0
0
22 Dec 2024
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
Bharadwaj Ravichandran
Alexander Lynch
S. Brockman
Brandon RichardWebster
Dawei Du
A. Hoogs
Christopher Funk
ObjD
VLM
394
0
0
20 Dec 2024
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures
International Conference on Pattern Recognition (ICPR), 2024
Kushagra Srivastava
Damodar Datta Kancharla
Rizvi Tahereen
P. Ramancharla
Ravi Kiran Sarvadevabhatla
Harikumar Kandath
316
1
0
20 Dec 2024
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
Min Huang
Zifeng Xie
Bo Sun
Ning Wang
332
1
0
20 Dec 2024
Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset
Madiyar Alimov
Temirlan Meiramkhanov
ViT
219
2
0
16 Dec 2024
Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yuanfan Zheng
Jinlin Wu
Wenbo Li
Daming Gao
371
3
0
16 Dec 2024
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising
IEEE Transactions on robotics (IEEE Trans. Robot.), 2024
Xiaohu Lu
H. Radha
267
1
0
11 Dec 2024
Estimating the treatment effect over time under general interference through deep learner integrated TMLE
Suhan Guo
Jian Zhao
Ni Li
CML
355
0
0
06 Dec 2024
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Zhu Han
Ce Zhang
Lianru Gao
Zhiqiang Zeng
Michael K. Ng
Bing Zhang
J. Chanussot
289
11
0
05 Dec 2024
A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series
Xiangkai Ma
Xiaobin Hong
Wenzhong Li
Sanglu Lu
AI4TS
275
0
0
01 Dec 2024
Semantically Guided Action Anticipation
Anxhelo Diko
Antonino Furnari
Luigi Cinque
G. Farinella
987
0
0
23 Nov 2024
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition
Julian Strohmayer
Rafael Sterzinger
Matthias Wödlinger
Martin Kampel
TTA
400
1
0
20 Nov 2024
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework
Ismail Nejjar
Hao Dong
Olga Fink
TTA
BDL
370
4
0
19 Nov 2024
Speech Separation with Pretrained Frontend to Minimize Domain Mismatch
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2024
Wupeng Wang
Zexu Pan
Xianrui Li
Shuai Wang
Haoyang Li
285
11
0
05 Nov 2024
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings
Jeremiah Ridge
Oiwi Parker Jones
188
4
0
25 Oct 2024
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment
S. A. Rizvi
Aryan Seth
Pratik Narang
191
1
0
25 Oct 2024
Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data
International Conference on Industrial Informatics (INDIN), 2024
Mir Imtiaz Mostafiz
Eunseob Kim
A. Li
Elisa Bertino
Martin Byung-Guk Jun
Ali Shakouri
130
0
0
23 Oct 2024
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks
Clément Playout
Renaud Duval
Marie Carole Boucher
Farida Cheriet
MedIm
192
1
0
17 Oct 2024
From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images
Junyang Wu
F. Xie
Jiayuan Sun
Yun Gu
Guang-Zhong Yang
MedIm
257
0
0
15 Oct 2024
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images
Ruitong Sun
Mohammad Rostami
176
0
0
11 Oct 2024
GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series
International Conference on Database Systems for Advanced Applications (DASFAA), 2024
Gang Tu
Dan Li
Bingxin Lin
Zibin Zheng
See-Kiong Ng
AI4TS
201
1
0
09 Oct 2024
CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection
Mingyi Guo
Yuyang Liu
Zongying Lin
Peixi Peng
Yonghong Tian
Yonghong Tian
VLM
525
0
0
08 Oct 2024
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks
Yijiong Yu
Ma Xiufa
Fang Jianwei
Zhi-liang Xu
Su Guangyao
...
Zhixiao Qi
Wei Wang
Wen Liu
Ran Chen
Ji Pei
LRM
RALM
344
6
0
06 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud
Mengxi Wu
Niraj Pudasaini
Yi Fang
Mohammad Rostami
468
0
0
03 Oct 2024
BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption
Expert systems with applications (ESWA), 2024
Wenlve Zhou
Zhiheng Zhou
Junyuan Shang
Chang Niu
Mingyue Zhang
Xiyuan Tao
Tianlei Wang
269
1
0
29 Sep 2024
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