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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022
Parameter-Efficient Legal Domain Adaptation EMNLP 2022
Enhancing Counterfactual Classification Performance via Self-Training AAAI 2022
Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models AAAI 2022
CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification AAAI 2022
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification AAAI 2022
Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification AAAI 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
Inharmonious Region Localization by Magnifying Domain Discrepancy AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022
Samsung R&D Institute Poland Participation in WMT 2022 EMNLP 2022
No Domain Left behind EMNLP 2022