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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

Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection NIPS 2024
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024
Understanding the Transferability of Representations via Task-Relatedness NIPS 2024
Label Noise: Ignorance Is Bliss NIPS 2024
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution NIPS 2024
Historical Test-time Prompt Tuning for Vision Foundation Models NIPS 2024
On $f$-Divergence Principled Domain Adaptation: An Improved Framework NIPS 2024
Transferring disentangled representations: bridging the gap between synthetic and real images NIPS 2024
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays NIPS 2024
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NIPS 2024
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data NIPS 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NIPS 2024
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning NIPS 2024
Improving Referring Ability for Biomedical Language Models EMNLP 2024
VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
Aggregation and Purification: Dual Enhancement Network for Point Cloud Few-shot Segmentation IJCAI 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection EMNLP 2024
Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024
Traffic Scene Parsing through the TSP6K Dataset CVPR 2024
Active Domain Adaptation with False Negative Prediction for Object Detection CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024
Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024