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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NIPS 2022
Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
Adapting to Online Label Shift with Provable Guarantees NIPS 2022
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NIPS 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Dynamic Domain Generalization IJCAI 2022
Test Time Adaptation via Conjugate Pseudo-labels NIPS 2022
Distribution-Informed Neural Networks for Domain Adaptation Regression NIPS 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering NIPS 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Data-Driven Offline Decision-Making via Invariant Representation Learning NIPS 2022
A Large Scale Search Dataset for Unbiased Learning to Rank NIPS 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NIPS 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks NIPS 2022
Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
Domain Adaptation under Open Set Label Shift NIPS 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NIPS 2022
How Transferable are Video Representations Based on Synthetic Data? NIPS 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts NIPS 2022
Unsupervised Learning under Latent Label Shift NIPS 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022