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Artificial Intelligence
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Learning Paradigms
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Transfer Learning
8,078 papers
Papers per year
2002: 2
2003: 1
2005: 3
2006: 5
2007: 12
2008: 7
2009: 7
2010: 16
2011: 15
2012: 13
2013: 35
2014: 32
2015: 40
2016: 72
2017: 149
2018: 341
2019: 619
2020: 711
2021: 992
2022: 980
2023: 1182
2024: 1282
2025: 1254
2026: 308
Papers
Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation
CVPR 2021
How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language
CVPR 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning
CVPR 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
CVPR 2021
Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles
CVPR 2021
Spatially-Invariant Style-Codes Controlled Makeup Transfer
CVPR 2021
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring
CVPR 2021
Taskology: Utilizing Task Relations at Scale
CVPR 2021
Contrastive Multi-document Question Generation
EACL 2021
Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection
EACL 2021
Non-Autoregressive Text Generation with Pre-trained Language Models
EACL 2021
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering
EACL 2021
Does Typological Blinding Impede Cross-Lingual Sharing?
EACL 2021
AdapterFusion: Non-Destructive Task Composition for Transfer Learning
EACL 2021
Cross-lingual Entity Alignment with Incidental Supervision
EACL 2021
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation
EACL 2021
Neural Data-to-Text Generation with LM-based Text Augmentation
EACL 2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling
EACL 2021
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task
EACL 2021
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
EACL 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
EACL 2021
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification
EACL 2021
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders
EACL 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation
EACL 2021
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
EACL 2021
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