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

PanoSplatt3R: Leveraging Perspective Pretraining for Generalized Unposed Wide-Baseline Panorama Reconstruction ICCV 2025

Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025

Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning ICCV 2025

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025

Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025

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

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025

Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025

OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer AAAI 2025

ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025

AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025

Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation IJCAI 2025

Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025

ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025

ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025

WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025

TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts COLING 2025

Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks WACV 2025

FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025

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

Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025