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domain adaptation

4595 papers

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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

CDE-Learning: Camera Deviation Elimination Learning for Unsupervised Person Re-identification AAAI 2025
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025
Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025
Automatic Spectral Calibration of Hyperspectral Images: Method, Dataset and Benchmark CVPR 2025
Progressive Self-Learning for Domain Adaptation on Symbolic Regression of Integer Sequences AAAI 2025
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds CVPR 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NIPS 2024
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024
Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024
Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024
Towards Unsupervised Model Selection for Domain Adaptive Object Detection NIPS 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting AAAI 2024
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024
Learning De-Biased Representations for Remote-Sensing Imagery NIPS 2024