← Learning Types
Machine Learning › Learning Types ›

Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Crowd Counting in the Frequency Domain CVPR 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022
Contrastive Test-Time Adaptation CVPR 2022
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SEMEVAL 2022
The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
Distribution-Informed Neural Networks for Domain Adaptation Regression NIPS 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection CVPR 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds CVPR 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
M2D2: A Massively Multi-Domain Language Modeling Dataset EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
The challenges of temporal alignment on Twitter during crises EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts EMNLP 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022