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Machine Learning
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Transfer Learning
3,884 papers
Papers per year
2002: 1
2003: 1
2006: 3
2007: 2
2008: 3
2009: 3
2010: 4
2011: 7
2012: 5
2013: 28
2014: 14
2015: 14
2016: 50
2017: 119
2018: 136
2019: 254
2020: 371
2021: 481
2022: 497
2023: 584
2024: 538
2025: 735
2026: 34
Papers
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages
IJCNLP 2022
Distilling Inter-Class Distance for Semantic Segmentation
IJCAI 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition
INTERSPEECH 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs With Generic and Privacy-Free Synthetic Data
CVPR 2022
Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection
EMNLP 2022
Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation
COLING 2022
Formant Estimation and Tracking using Probabilistic Heat-Maps
INTERSPEECH 2022
Prompt-based Conservation Learning for Multi-hop Question Answering
COLING 2022
Semi-Supervised Formality Style Transfer with Consistency Training
ACL 2022
Improving Video Model Transfer With Dynamic Representation Learning
CVPR 2022
TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment
IJCNLP 2022
XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference
ACL 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages
IJCNLP 2022
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging
EMNLP 2022
Cross-domain Named Entity Recognition via Graph Matching
ACL 2022
CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting
IJCAI 2022
PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents
CVPR 2022
The Specificity and Helpfulness of Peer-to-Peer Feedback in Higher Education
NAACL 2022
Label Definitions Improve Semantic Role Labeling
NAACL 2022
Proper Reuse of Image Classification Features Improves Object Detection
CVPR 2022
Computational Historical Linguistics and Language Diversity in South Asia
ACL 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training
AACL 2022
A Checkpoint on Multilingual Misogyny Identification
ACL 2022
M2D2: A Massively Multi-Domain Language Modeling Dataset
EMNLP 2022
Transfer Learning for Pose Estimation of Illustrated Characters
WACV 2022
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