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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

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023
Learning List-Level Domain-Invariant Representations for Ranking NIPS 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow CVPR 2023
iREL at SemEval-2023 Task 9: Improving understanding of multilingual Tweets using Translation-Based Augmentation and Domain Adapted Pre-Trained Models SEMEVAL 2023
Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments SEMEVAL 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023
Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023
Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift RSS 2023
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension EMNLP 2023
Fair and Accurate Decision Making through Group-Aware Learning ICML 2023
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation ICML 2023
InfoOT: Information Maximizing Optimal Transport ICML 2023
AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System RSS 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection CVPR 2023
Limits of Model Selection under Transfer Learning COLT 2023
Model Transferability with Responsive Decision Subjects ICML 2023
In- or out-of-distribution detection via dual divergence estimation UAI 2023
Object Detection With Self-Supervised Scene Adaptation CVPR 2023
Learning Adaptive Dense Event Stereo From the Image Domain CVPR 2023
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer CVPR 2023