Domain Adaptation for Statistical Classifiers

Cited by (815)

Items 101–200 of 815

1. OTL: A Framework of Online Transfer Learning
   Peilin Zhao, Steven C. H. Hoi · 2010
2. Domain Adaptation meets Active Learning
   Piyush Rai, Avishek Saha, Hal Daumé, Suresh Venkatasubramanian · 2010
3. Transfer Learning for Multiple-Domain Sentiment Analysis — Identifying Domain Dependent/Independent Word Polarity
   Yasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata, Masaaki Nagata, Yūji Matsumoto · 2011 · Proceedings of the AAAI Conference on Artificial Intelligence
4. Domain Adaptation in the Absence of Source Domain Data
   Boris Chidlovskii, Stéphane Clinchant, Gabriela Csurka · 2016 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
5. Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR)
   Kyle Feuz, Diane J. Cook · 2015 · ACM Transactions on Intelligent Systems and Technology
6. Distributional representations for handling sparsity in supervised sequence-labeling
   Fei Huang, Alexander Yates · 2009
7. Transferring localization models over time
   Vincent Wenchen Zheng, Evan Wei Xiang, Qiang Yang, Dou Shen · 2008
8. Transfer Linear Subspace Learning for Cross-Corpus Speech Emotion Recognition
   Peng Song · 2017 · IEEE Transactions on Affective Computing
9. The State of the Art: Object Retrieval in Paintings using Discriminative Regions
   Elliot J. Crowley, Andrew Zisserman · 2014 · British Machine Vision Conference (BMVC)
10. Cross-Domain Person Reidentification Using Domain Adaptation Ranking SVMs
    Andy Jinhua Ma, Jiawei Li, Pong Chi Yuen, Ping Li · 2015 · IEEE Transactions on Image Processing
11. DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning
    Hien Van Nguyen, Huy Tho Ho, Vishal M. Patel, Rama Chellappa · 2015 · IEEE Transactions on Image Processing
12. Learning Kernels for Unsupervised Domain Adaptation with Applications to Visual Object Recognition
    Boqing Gong, Kristen Lorraine Grauman, Fei Sha · 2014 · International Journal of Computer Vision
13. Hierarchical extraction of landslides from multiresolution remotely sensed optical images
    Camille Kurtz, André Stumpf, Jean‐Philippe Malet, Pierre Gançarski, Anne Puissant, Nicolas Passat · 2013 · ISPRS Journal of Photogrammetry and Remote Sensing
14. Improving Control of Dexterous Hand Prostheses Using Adaptive Learning
    Tatiana Tommasi, Francesco Orabona, Claudio Castellini, Barbara Caputo B · 2012 · IEEE Transactions on Robotics
15. An Investigation Into Fault Diagnosis of Planetary Gearboxes Using A Bispectrum Convolutional Neural Network
    Xinyu Pang, Xuanyi Xue, Wangwang Jiang, Kaibo Lu · 2020 · IEEE/ASME Transactions on Mechatronics
16. Cross-Genre and Cross-Domain Detection of Semantic Uncertainty
    György Szarvas, Veronika Vincze, Richárd Farkas, György Móra, Iryna Gurevych · 2012 · Computational Linguistics
17. Learn Multiple-Kernel SVMs for Domain Adaptation in Hyperspectral Data
    Zhuo Sun, Cheng Wang, Hanyun Wang, Jonathan Li · 2013 · IEEE Geoscience and Remote Sensing Letters
18. TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging
    Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho · 2009 · Proceedings
19. Distribution-matching embedding for visual domain adaptation
    Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Mathieu Salzmann · 2016 · QUT ePrints (Queensland University of Technology)
20. Domain adaptation for parsing
    Barbara Plank · 2011
21. PhyMDAN: Physics-informed knowledge transfer between buildings for seismic damage diagnosis through adversarial learning
    Susu Xu, Hae Young Noh · 2020 · Mechanical Systems and Signal Processing
22. Triangular-Chain Conditional Random Fields
    Minwoo Jeong, Gary Geunbae Lee · 2008 · IEEE Transactions on Audio Speech and Language Processing
23. A Review of Generalizable Transfer Learning in Automatic Emotion Recognition
    Kexin Feng, Theodora Chaspari · 2020 · Frontiers in Computer Science
24. Multiple Source Adaptation and the Renyi Divergence
    Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh · 2012 · arXiv (Cornell University)
25. Writer Adaptation with Style Transfer Mapping
    Xu-Yao Zhang, Cheng‐Lin Liu · 2012 · IEEE Transactions on Pattern Analysis and Machine Intelligence
26. Cross-domain Semantic Parsing via Paraphrasing
    Yu Su, Xifeng Yan · 2017 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
27. Localized factor models for multi-context recommendation
    Deepak Agarwal, Bee-Chung Chen, Bo Long · 2011 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
28. Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning
    Riccardo Volpi, Diane Larlus, Grégory Rogez · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
29. Cross-project software defect prediction based on domain adaptation learning and optimization
    Cong Jin · 2021 · Expert Systems with Applications
30. Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation
    Dongqi Han, Zhiliang Wang, Wenqi Chen, Kai Wang, Rui Yu, Su Wang, Han Zhang, Zhihua Wang, Minghui Jin, Jiahai Yang et al. · 2023 · Network and Distributed System Security Symposium
31. Visuo-haptic object perception for robots: an overview
    Nicolás Navarro-Guerrero, Sibel Toprak, Josip Josifovski, Lorenzo Jamone · 2023 · Autonomous Robots
32. An Empirical Study on Recommendation with Multiple Types of Feedback
    Liang Rebecca Tang, Bo Long, Bee-Chung Chen, Deepak Agarwal · 2016 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
33. Cross-subject driver status detection from physiological signals based on hybrid feature selection and transfer learning
    Lanlan Chen, Ao Zhang, Lou Xiao-guang · 2019 · Expert Systems with Applications
34. Context-Aware Preference Model Based on a Study of Difference between Real and Supposed Situation Data
    Chihiro Ono, Yasuhiro Takishima, Yoichi Motomura, Hideki Asoh · 2009 · Lecture notes in computer science
35. KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
    Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada F. Mihalcea, Soujanya Poria · 2020 · Proceedings of the conference - Association for Computational Linguistics. Meeting
36. Cross-Camera Convolutional Color Constancy
    Mahmoud Afifi, Jonathan T. Barron, Chloe LeGendre, Yun‐Ta Tsai, Francois Bleibel · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
37. Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance
    Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen, Xuelong Li · 2014 · IEEE Transactions on Cybernetics
38. Improved statistical machine translation for resource-poor languages using related resource-rich languages
    Preslav Nakov, Hwee Tou Ng · 2009 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
39. Automatic adaptation of annotation standards: Chinese word segmentation and POS tagging
    Wenbin Jiang, Liang Huang, Qun Liu · 2009
40. Addressing appearance change in outdoor robotics with adversarial domain adaptation
    Markus Wulfmeier, Alex Bewley, Ingmar Posner · 2017 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
41. Transfer Learning by Structural Analogy
    Huayan Wang, Qiang Yang · 2011 · Proceedings of the AAAI Conference on Artificial Intelligence
42. Low-Rank Transfer Subspace Learning
    Ming Shao, Carlos Castillo, Zhenghong Gu, Yun Fu · 2012 · Proceedings
43. Unsupervised Clustering Approaches for Domain Adaptation in Speaker Recognition Systems
    Alan V. McCree, Stephen H. Shum, Douglas A. Reynolds, Daniel Garcia-Romero · 2014 · The Speaker and Language Recognition Workshop (Odyssey)
44. SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning
    Mohammad Ghomi Rostami, Soheil Kolouri, Eric Eaton, Kyungnam Kim · 2019 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
45. Cross-Sensor Iris Recognition through Kernel Learning
    Jaishanker K. Pillai, Maria Puertas, Rama Chellappa · 2013 · IEEE Transactions on Pattern Analysis and Machine Intelligence
46. Deep Learning in Diverse Intelligent Sensor Based Systems
    Yanming Zhu, Min Wang, Xuefei Yin, Jue Zhang, Erik H. W. Meijering, Jiankun Hu · 2022 · Sensors
47. Knowledge Transfer with Low-Quality Data: A Feature Extraction Issue
    Brian Quanz, Jun Huan, Meenakshi Mishra · 2012 · IEEE Transactions on Knowledge and Data Engineering
48. Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation
    Meina Kan, Shiguang Shan, Xilin Chen · 2015 · IEEE/CVF International Conference on Computer Vision (ICCV)
49. New Transfer Learning Techniques for Disparate Label Sets
    Young‐Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong · 2015
50. Transportability of Causal and Statistical Relations: A Formal Approach
    Judea Pearl, Elias Bareinboim · 2011 · Proceedings of the AAAI Conference on Artificial Intelligence
51. ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification
    Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Dong Xu, Xu Sun, Pengfei Li · 2023 · IEEE Transactions on Geoscience and Remote Sensing
52. Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm
    Qian Shi, Bo Du, Liangpei Zhang · 2015 · IEEE Transactions on Geoscience and Remote Sensing
53. A novel training algorithm for convolutional neural network
    Alwin D. Anuse, Vibha Vyas · 2016 · Complex & Intelligent Systems
54. Domain Attention with an Ensemble of Experts
    Young‐Bum Kim, Karl Stratos, Dongchan Kim · 2017 · Proceedings of the conference - Association for Computational Linguistics. Meeting
55. Domain adaptation with latent semantic association for named entity recognition
    Honglei Guo, Huijia Zhu, Zhili Guo, Xiaoxun Zhang, Xian Wu, Zhong Su · 2009 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
56. Domain adaptive bootstrapping for named entity recognition
    Dan Wu, Wee Sun Lee, Nan Ye, Hai Leong Chieu · 2009 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
57. Methods for Mining and Summarizing Text Conversations
    Giuseppe Carenini, Gabriel Murray, Raymond T. Ng · 2011 · Synthesis lectures on data management
58. Selective Transfer Between Learning Tasks Using Task-Based Boosting
    Eric Eaton, Marie desJardins · 2011 · Proceedings of the AAAI Conference on Artificial Intelligence
59. Blogs, Twitter Feeds, and Reddit Comments: Cross-domain Authorship Attribution
    Rebekah Overdorf, Rachel Greenstadt · 2016 · Proceedings on Privacy Enhancing Technologies
60. Domain adaptation of natural language processing systems
    Fernando M. B. Pereira, John C. Blitzer · 2008
61. Unsupervised domain adaptation for speech emotion recognition using PCANet
    Zheng-Wei Huang, Wentao Xue, Qirong Mao, Yongzhao Zhan · 2016 · Multimedia Tools and Applications
62. Multi-domain spoken language understanding with transfer learning
    Minwoo Jeong, Gary Geunbae Lee · 2009 · Speech Communication
63. A Causal Framework for Distribution Generalization
    Rune Christiansen, Niklas Pfister, Martin Emil Jakobsen, Nicola Gnecco, Jonas Peters · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
64. Cross-task crowdsourcing
    Kaixiang Mo, Erheng Zhong, Qiang Yang · 2013 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
65. Transfer Spectral Clustering
    Wenhao Jiang, Fu-Lai Chung · 2012 · Lecture notes in computer science
66. Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels
    Kai Zhang, Vincent Wenchen Zheng, Qiaojun Wang, James Tin-Yau Kwok, Qiang Yang, Ivan Marsic · 2013 · Rare & Special e-Zone (The Hong Kong University of Science and Technology)
67. 3D laser scan classification using web data and domain adaptation
    Kuan Ting Lai, D. Fox · 2009 · Robotics: Science and Systems
68. Biographies or Blenders: Which Resource Is Best for Cross-Domain Sentiment Analysis?
    Natalia Ponomareva, Mike A Thelwall · 2012 · Lecture notes in computer science
69. A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains
    Kanchan Bahirat, Francesca Bovolo, Lorenzo Bruzzone, Subhasis Chaudhuri · 2011 · IEEE Transactions on Geoscience and Remote Sensing
70. Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification
    H. Lexie Yang, Melba M. Crawford · 2015 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
71. Rethinking Importance Weighting for Deep Learning under Distribution Shift
    Tongtong Fang, Nan Lu, Niu, Gang, Masashi Sugiyama · 2020 · arXiv (Cornell University)
72. PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
    Ben-David, Eyal, Oved, Nadav, Reichart, Roi · 2022 · Transactions of the Association for Computational Linguistics
73. Learning Representations for Weakly Supervised Natural Language Processing Tasks
    Fei Huang, Arun Ahuja, Doug Downey, Yi Yang, Yuhong Guo, Alexander Yates · 2013 · Computational Linguistics
74. Domain adaptive partial least squares regression
    Guangzao Huang, Xiaojing Chen, Limin Li, Xi Chen, Leiming Yuan, Wen Hai Shi · 2020 · Chemometrics and Intelligent Laboratory Systems
75. PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models
    Eyal Ben-David, Carmel Rabinovitz, Roi Reichart · 2020 · Transactions of the Association for Computational Linguistics
76. Multi-Domain Learning: When Do Domains Matter?
    Mahesh Joshi, Mark H. Dredze, William W. Cohen · 2013
77. Ranking Model Adaptation for Domain-Specific Search
    Bo Geng, Linjun Yang, Chao Xu, Xian‐Sheng Hua · 2011 · IEEE Transactions on Knowledge and Data Engineering
78. Improving Statistical Machine Translation for a Resource-Poor Language Using Related Resource-Rich Languages
    Preslav Nakov, H. T. Ng · 2012 · Journal of Artificial Intelligence Research
79. DA-HOC
    Irvan B. Arief-Ang, Flora Dilys Salim, Margaret Hamilton · 2017 · ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)
80. Private Federated Learning with Domain Adaptation
    Daniel Peterson, Pallika H. Kanani, Virendra J. Marathe · 2019 · arXiv (Cornell University)
81. Joint cross-domain classification and subspace learning for unsupervised adaptation
    Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars · 2015 · Pattern Recognition Letters
82. The Application of Sentiment Analysis and Text Analytics to Customer Experience Reviews to Understand What Customers Are Really Saying
    Conor Gallagher, Eoghan Furey, Kevin Curran · 2019 · International Journal of Data Warehousing and Mining
83. Transfer Learning and Textual Analysis of Accounting Disclosures: Applying Big Data Methods to Small(er) Datasets
    Federico Siano, Peter D. Wysocki · 2021 · Accounting Horizons
84. Domain adaptation in sentiment analysis of Twitter
    Viswa Mani Kiran Peddinti, Prakriti Chintalapoodi · 2011 · National Conference on Artificial Intelligence
85. A Scalable Room Occupancy Prediction with Transferable Time Series Decomposition of CO 2 Sensor Data
    Irvan B. Arief-Ang, Margaret Hamilton, Flora Dilys Salim · 2018 · ACM Transactions on Sensor Networks
86. Using Domain Similarity for Performance Estimation
    Vincent Van Asch, Walter M. P. Daelemans · 2010
87. Learning emotion-discriminative and domain-invariant features for domain adaptation in speech emotion recognition
    Qirong Mao, Guopeng Xu, Wentao Xue, Jianping Gou, Yongzhao Zhan · 2017 · Speech Communication
88. Using Conceptual Class Attributes to Characterize Social Media Users
    Shane Bergsma, Benjamin Van Durme · 2013
89. Feature Selection and Transfer Learning for Alzheimer’s Disease Clinical Diagnosis
    Ke Zhou, Wenguang He, Yonghui Xu, Gangqiang Xiong, Jie Cai · 2018 · Applied Sciences
90. HuRIC: a Human Robot Interaction Corpus
    Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi · 2014 · Language Resources and Evaluation Conference (LREC)
91. Multi-task clustering via domain adaptation
    Zhihao Zhang, Jie Zhou · 2011 · Pattern Recognition
92. Bilingual Co-Training for Sentiment Classification of Chinese Product Reviews
    Xiaojun Wan · 2011 · Computational Linguistics
93. The Building Adapter
    Dezhi Hong, Hongning Wang, Jorge Ortiz, Kamin Whitehouse · 2015 · ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)
94. Robust Voice Liveness Detection and Speaker Verification Using Throat Microphones
    Md Sahidullah, Dennis Alexander Lehmann Thomsen, Rosa González Hautamäki, Tomi Kinnunen, Zheng‐Hua Tan, Robert Parts, Martti Pitkänen · 2017 · IEEE/ACM Transactions on Audio Speech and Language Processing
95. Unsupervised domain adaptation via representation learning and adaptive classifier learning
    Marzieh Gheisari, Mahdieh Soleymani Baghshah · 2015 · Neurocomputing
96. Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions
    Mohamed Medhat Gaber, João Manuel Portela da Gama, Shonali Priyadarsini Krishnaswamy, João Bártolo Gomes, Frederic Theodor Stahl · 2014 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
97. Wide coverage biomedical event extraction using multiple partially overlapping corpora
    Makoto Miwa, Sampo Pyysalo, Tomoko Ohta, Sophia Ananiadou · 2013 · BMC Bioinformatics
98. Efficient Optimization of Performance Measures by Classifier Adaptation
    Nan Li, Ivor Wai-Hung Tsang, Zhi‐Hua Zhou · 2012 · IEEE Transactions on Pattern Analysis and Machine Intelligence
99. Do Models of Mental Health Based on Social Media Data Generalize?
    Keith Harrigian, Carlos Aguirre, Mark H. Dredze · 2020 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
100. Heterogeneous Domain Adaptation With Structure and Classification Space Alignment
     Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu, Songcan Chen · 2021 · IEEE Transactions on Cybernetics