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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

Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024
Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ACL 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024
The NYA’s Offline Speech Translation System for IWSLT 2024 ACL 2024
Gradual Domain Adaptation: Theory and Algorithms JMLR 2024
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection CVPR 2024
Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024
Domain-Controlled Prompt Learning AAAI 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024
Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) JMLR 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024
Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024
ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024
Single Domain Generalization for Crowd Counting CVPR 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024
Effective Restoration of Source Knowledge in Continual Test Time Adaptation WACV 2024
Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024