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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021
Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021
How Well Do Self-Supervised Models Transfer? CVPR 2021
Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier ICCV 2021
Self-Supervised Transfer Learning for Hand Mesh Recovery From Binocular Images ICCV 2021
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning INTERSPEECH 2021
A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech INTERSPEECH 2021
Extracting Events from Industrial Incident Reports IJCNLP 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction IJCNLP 2021
NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages IJCNLP 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models IJCNLP 2021
Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management EACL 2021
A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages EACL 2021
DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling ICCV 2021
Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic EACL 2021
Emoji-Based Transfer Learning for Sentiment Tasks EACL 2021
Transfer Learning for Efficient Iterative Safety Validation AAAI 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools EMNLP 2021
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification ICCV 2021
Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021