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Machine Learning
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Application Areas
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Domain Adaptation
8,656 papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
IJCAI 2021
Towards Robust Model Reuse in the Presence of Latent Domains
IJCAI 2021
Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations
IJCAI 2021
Deep Reinforcement Learning Boosted Partial Domain Adaptation
IJCAI 2021
UNBERT: User-News Matching BERT for News Recommendation
IJCAI 2021
MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events
IJCAI 2021
Differentially Private Correlation Alignment for Domain Adaptation
IJCAI 2021
Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction
IJCAI 2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling
IJCAI 2021
A Survey of Machine Learning-Based Physics Event Generation
IJCAI 2021
When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding
IJCAI 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
IJCAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)
IJCAI 2021
Bottleneck Identification to Semantic Segmentation of Industrial 3D Point Cloud Scene via Deep Learning
IJCAI 2021
Learning Language Specific Sub-network for Multilingual Machine Translation
IJCNLP 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction
IJCNLP 2021
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification
IJCNLP 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval
IJCNLP 2021
Align Voting Behavior with Public Statements for Legislator Representation Learning
IJCNLP 2021
Diverse Pretrained Context Encodings Improve Document Translation
IJCNLP 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study
IJCNLP 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
IJCNLP 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
IJCNLP 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
IJCNLP 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation
IJCNLP 2021
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