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domain adaptation

4595 papers

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Also known as

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

A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents IJCAI 2024
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering NIPS 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NIPS 2024
Transformer-Based Named Entity Recognition for French Using Adversarial Adaptation to Similar Domain Corpora (Student Abstract) AAAI 2023
Uncovering Adversarial Risks of Test-Time Adaptation ICML 2023
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models ICML 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment ICML 2023
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions ICML 2023
Demystifying Disagreement-on-the-Line in High Dimensions ICML 2023
Causal Structure Learning for Latent Intervened Non-stationary Data ICML 2023
Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023
Improving Fair Training under Correlation Shifts ICML 2023
Double-Weighting for Covariate Shift Adaptation ICML 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation ICML 2023
On Pitfalls of Test-Time Adaptation ICML 2023
Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach IJCAI 2023
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023
Towards Semantics- and Domain-Aware Adversarial Attacks IJCAI 2023
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management IJCAI 2023
Bidirectional Alignment for Domain Adaptive Detection with Transformers ICCV 2023
Order-preserving Consistency Regularization for Domain Adaptation and Generalization ICCV 2023
Periodically Exchange Teacher-Student for Source-Free Object Detection ICCV 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation ICCV 2023