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

Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024

ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024

An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024

Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024

Learning Image Demoiréing from Unpaired Real Data AAAI 2024

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024

Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024

Gradual Domain Adaptation: Theory and Algorithms JMLR 2024

Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024

Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024

Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024

Domain-Controlled Prompt Learning AAAI 2024

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024

Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024

Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024

Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024

Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024

Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024

Object-Aware Domain Generalization for Object Detection AAAI 2024

MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024

Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024

Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024

Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024