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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

Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024
Single Domain Generalization for Crowd Counting CVPR 2024
Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024
Nuclear Fusion Diamond Polishing Dataset NIPS 2024
Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach AAAI 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices NIPS 2024
Disentangling Domain and General Representations for Time Series Classification IJCAI 2024
Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment NIPS 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport 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
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
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction 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
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024