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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

Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023
Cross-Task Attention Mechanism for Dense Multi-Task Learning WACV 2023
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NIPS 2022
Domain Alignment Meets Fully Test-Time Adaptation ACML 2022
Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance Normalization and Semi-cycle Consistency ACML 2022
Towards Improving Calibration in Object Detection Under Domain Shift NIPS 2022
Multi-Branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions WACV 2022
Cross-domain Analysis on Japanese Legal Pretrained Language Models AACL 2022
Composition-aware Graphic Layout GAN for Visual-Textual Presentation Designs IJCAI 2022
Generalization Bounds for Estimating Causal Effects of Continuous Treatments NIPS 2022
A Unified Propagation Forest-based Framework for Fake News Detection COLING 2022
How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? COLING 2022
CULG: Commercial Universal Language Generation NAACL 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking NAACL 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization NAACL 2022
Learning Substructure Invariance for Out-of-Distribution Molecular Representations NIPS 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022
Re-contextualizing Fairness in NLP: The Case of India AACL 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature AACL 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022