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Methodology
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Deep Learning
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Transfer Learning
2362 directly classified papers
Papers per year
2008: 1
2011: 1
2013: 6
2014: 4
2015: 11
2016: 21
2017: 48
2018: 83
2019: 184
2020: 296
2021: 309
2022: 356
2023: 320
2024: 366
2025: 348
2026: 8
Papers
Distilled Person Re-Identification: Towards a More Scalable System
CVPR 2019
Generalising Fine-Grained Sketch-Based Image Retrieval
CVPR 2019
Dissecting Person Re-Identification From the Viewpoint of Viewpoint
CVPR 2019
Knowledge Adaptation for Efficient Semantic Segmentation
CVPR 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks
CVPR 2019
Meta-Transfer Learning for Few-Shot Learning
CVPR 2019
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
ACL 2019
KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI
ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain
ACL 2019
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation
ACL 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
ACL 2019
Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students
AAAI 2019
Better Fine-Tuning via Instance Weighting for Text Classification
AAAI 2019
Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse
AAAI 2019
Fine-Grained Temporal Relation Extraction
ACL 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share
ACL 2019
Learning Transferable Feature Representations Using Neural Networks
ACL 2019
Large-Scale Transfer Learning for Natural Language Generation
ACL 2019
From Bilingual to Multilingual Neural Machine Translation by Incremental Training
ACL 2019
Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach
IJCAI 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering
IJCNLP 2019
DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching
RSS 2019
Domain Generalization via Multidomain Discriminant Analysis
UAI 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia
INTERSPEECH 2019
Transfer Learning Between Related Tasks Using Expected Label Proportions
EMNLP 2019
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