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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

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
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NIPS 2024
MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning IJCAI 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024
PsychoLex: Unveiling the Psychological Mind of Large Language Models EMNLP 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data NIPS 2024
Enhancing Legal Expertise in Large Language Models through Composite Model Integration: The Development and Evaluation of Law-Neo EMNLP 2024
Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024