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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

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
Nearest Neighbor Zero-Shot Inference EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022
ZIN: When and How to Learn Invariance Without Environment Partition? NIPS 2022
Unsupervised Non-transferable Text Classification EMNLP 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022