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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration CVPR 2024
Test-Time Adaptation for Depth Completion CVPR 2024
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024
NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024
Proxy Methods for Domain Adaptation AISTATS 2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024
Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024
Optical Flow Domain Adaptation via Target Style Transfer WACV 2024
ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024
Towards Balanced Representation Learning for Credit Policy Evaluation AISTATS 2023
Estimating Conditional Average Treatment Effects with Missing Treatment Information AISTATS 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors CVPR 2023
Domain Adaptation for Time Series Under Feature and Label Shifts ICML 2023
Distribution Shift Inversion for Out-of-Distribution Prediction CVPR 2023
PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023
Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023