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Machine Learning
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Domain Adaptation
8656 directly classified papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition
CVPR 2019
Using Pre-Training Can Improve Model Robustness and Uncertainty
ICML 2019
Transfusion: Understanding Transfer Learning for Medical Imaging
NIPS 2019
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-To-Image Translation
CVPR 2019
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
CVPR 2019
Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition
EMNLP 2019
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data
EMNLP 2019
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson’s Disease
INTERSPEECH 2019
Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification
INTERSPEECH 2019
On the Importance of Delexicalization for Fact Verification
EMNLP 2019
Predicting the Outcome of Deliberative Democracy: A Research Proposal
ACL 2019
Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces
NIPS 2019
Cross-Modal Learning Filters for RGB-Neuromorphic Wormhole Learning
RSS 2019
Learning to Transfer Examples for Partial Domain Adaptation
CVPR 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
AAAI 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach
CVPR 2019
Global Voices: Crossing Borders in Automatic News Summarization
EMNLP 2019
Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking
CVPR 2019
Deep Hierarchical Fusion with Application in Sentiment Analysis
INTERSPEECH 2019
Comparative Analysis of Prosodic Characteristics Using WaveNet Embeddings
INTERSPEECH 2019
Anti-Spoofing Speaker Verification System with Multi-Feature Integration and Multi-Task Learning
INTERSPEECH 2019
Adversarial Domain Adaptation for Machine Reading Comprehension
EMNLP 2019
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews
INTERSPEECH 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation
CVPR 2019
Domain-Symmetric Networks for Adversarial Domain Adaptation
CVPR 2019
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