conftrace_

source domain

31 papers

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SD

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) target domain (32) unsupervised domain adaptation (442) domain generalization (1522) domain shift (318) semantic analysis (785) few-shot learning (3398) contrastive learning (4032) representation learning (6206)

Papers

ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization IJCAI 2025
Gradual Source Domain Expansion for Unsupervised Domain Adaptation WACV 2024
Domain-Aware Data Selection for Speech Classification via Meta-Reweighting INTERSPEECH 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization ICML 2023
Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ACL 2023
Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022
Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift WACV 2022
WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NIPS 2021
Predicting the Success of Domain Adaptation in Text Similarity IJCNLP 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020
Unsupervised Domain Adaptation Based on Source-Guided Discrepancy AAAI 2019
Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019
Extracting Relationships by Multi-Domain Matching NIPS 2018