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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
Improving Human-Object Interaction Detection via Phrase Learning and Label Composition
AAAI 2022
Does GNN Pretraining Help Molecular Representation?
NIPS 2022
Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets
COLING 2022
Textless Speech-to-Speech Translation on Real Data
NAACL 2022
HODOR: High-Level Object Descriptors for Object Re-Segmentation in Video Learned From Static Images
CVPR 2022
Few-shot Named Entity Recognition with Self-describing Networks
ACL 2022
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck
INTERSPEECH 2022
DAVINZ: Data Valuation using Deep Neural Networks at Initialization
ICML 2022
A unified framework for cross-domain and cross-task learning of mental health conditions
EMNLP 2022
Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis
EMNLP 2022
Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition
COLING 2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations
NAACL 2022
Sort by Structure: Language Model Ranking as Dependency Probing
NAACL 2022
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation
EMNLP 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering
NAACL 2022
Transfer learning for multilingual vacancy text generation
EMNLP 2022
Self-Supervised Pretraining for Large-Scale Point Clouds
NIPS 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores
INTERSPEECH 2022
Dynamic Domain Generalization
IJCAI 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity
CVPR 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup
EMNLP 2022
Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages
COLING 2022
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text
ACL 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device
INTERSPEECH 2022
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