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

Domain Adaptation with Joint Loss for Consistent Regression and Ordinal Classification in the Proxy Means Test for Poverty Targeting IJCAI 2024

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024

Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain EMNLP 2024

MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science EMNLP 2024

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation CVPR 2024

M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection CVPR 2024

Multiview Aerial Visual RECognition (MAVREC): Can Multi-view Improve Aerial Visual Perception? CVPR 2024

Prompt3D: Random Prompt Assisted Weakly-Supervised 3D Object Detection CVPR 2024

FedST: Federated Style Transfer Learning for Non-IID Image Segmentation AAAI 2024

DiDA: Disambiguated Domain Alignment for Cross-Domain Retrieval with Partial Labels AAAI 2024

Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection AAAI 2024

Adversarial Fairness Network AAAI 2024

Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection CVPR 2024

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP 2024

icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract) AAAI 2024

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery AAAI 2024

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains AAAI 2024

A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024

Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024

Efficient Terminology Integration for LLM-based Translation in Specialized Domains EMNLP 2024

Test-Time Adaptation for Depth Completion CVPR 2024

Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NIPS 2024

Conflict-Alleviated Gradient Descent for Adaptive Object Detection IJCAI 2024

Domain Dynamics: Evaluating Large Language Models in English-Hindi Translation EMNLP 2024

DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024