conftrace_

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

Synthetic-to-Real Pose Estimation with Geometric Reconstruction NIPS 2023

PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023

ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction NIPS 2023

Domain Adaptive Imitation Learning with Visual Observation NIPS 2023

TADA : Task Agnostic Dialect Adapters for English ACL 2023

A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023

IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NIPS 2023

Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation NIPS 2023

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