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Machine Learning
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Domain Adaptation
8,656 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
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
MLHC 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
MLHC 2020
Learning to Manipulate Deformable Objects without Demonstrations
RSS 2020
Learning Active Task-Oriented Exploration Policies for Bridging the Sim-to-Real Gap
RSS 2020
Online Domain Adaptation for Occupancy Mapping
RSS 2020
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification
SEMEVAL 2020
Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data
SEMEVAL 2020
TueMix at SemEval-2020 Task 9: Logistic Regression with Linguistic Feature Set
SEMEVAL 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning
SEMEVAL 2020
GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection
SEMEVAL 2020
Team Oulu at SemEval-2020 Task 12: Multilingual Identification of Offensive Language, Type and Target of Twitter Post Using Translated Datasets
SEMEVAL 2020
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media
SEMEVAL 2020
LAST at SemEval-2020 Task 10: Finding Tokens to Emphasise in Short Written Texts with Precomputed Embedding Models and LightGBM
SEMEVAL 2020
Team DiSaster at SemEval-2020 Task 11: Combining BERT and Hand-crafted Features for Identifying Propaganda Techniques in News
SEMEVAL 2020
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT
SEMEVAL 2020
Amsqr at SemEval-2020 Task 12: Offensive Language Detection Using Neural Networks and Anti-adversarial Features
SEMEVAL 2020
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social Media
SEMEVAL 2020
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM
SEMEVAL 2020
Robust Collective Classification against Structural Attacks
UAI 2020
Provably Efficient Third-Person Imitation from Offline Observation
UAI 2020
Image to Video Domain Adaptation Using Web Supervision
WACV 2020
Action Segmentation with Mixed Temporal Domain Adaptation
WACV 2020
Training with Noise Adversarial Network: A Generalization Method for Object Detection on Sonar Image
WACV 2020
Active Adversarial Domain Adaptation
WACV 2020
Progressive Domain Adaptation for Object Detection
WACV 2020
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