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

LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-identification AAAI 2024

Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models AAAI 2024

Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction AAAI 2024

DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024

When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024

Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring IJCAI 2024

Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds COLT 2024

Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NIPS 2024

SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NIPS 2024

DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning NIPS 2024

RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation CVPR 2024

Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024

Text-Image Alignment for Diffusion-Based Perception CVPR 2024

Exploiting Diffusion Prior for Generalizable Dense Prediction CVPR 2024

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024

TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024

Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024

A Bayesian Approach to OOD Robustness in Image Classification CVPR 2024

Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024

Learning and deploying robust locomotion policies with minimal dynamics randomization L4DC 2024

Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024

Enhancing Neural Machine Translation for Ainu-Japanese: A Comprehensive Study on the Impact of Domain and Dialect Integration EMNLP 2024

GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024

Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective NIPS 2024

Reinforced Cross-Domain Knowledge Distillation on Time Series Data NIPS 2024