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

Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025

Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025

Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025

Core Knowledge Learning Framework for Graph AAAI 2025

SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025

GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling AAAI 2025

Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025

MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025

Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025

DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic ICCV 2025

Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025

Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter COLING 2025

Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets COLING 2025

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025

Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025

MINIMA: Modality Invariant Image Matching CVPR 2025

Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025

Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025

Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025

LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025

Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025

CDAˆ2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis COLING 2025

Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025

NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025