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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

Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning CVPR 2024
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Domain-Controlled Prompt Learning AAAI 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
Backpropagation-free Network for 3D Test-time Adaptation CVPR 2024
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024
Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024
Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 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
Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024
Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ACL 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Information Extraction for Planning Court Cases EMNLP 2024
SaSLaW: Dialogue Speech Corpus with Audio-visual Egocentric Information Toward Environment-adaptive Dialogue Speech Synthesis INTERSPEECH 2024
Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation CVPR 2024