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domain adaptation

4595 papers

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Also known as

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

AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks EMNLP 2023
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023
Investigating the Effectiveness of Multiple Expert Models Collaboration EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
Transfer Learning with Affine Model Transformation NIPS 2023
Transportability for Bandits with Data from Different Environments NIPS 2023
Secure Out-of-Distribution Task Generalization with Energy-Based Models NIPS 2023
Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources NIPS 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NIPS 2023
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation NIPS 2023
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram NIPS 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NIPS 2023
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation NIPS 2023
Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023
DigiFace-1M: 1 Million Digital Face Images for Face Recognition WACV 2023
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data WACV 2023
Handling Image and Label Resolution Mismatch in Remote Sensing WACV 2023
PINER: Prior-Informed Implicit Neural Representation Learning for Test-Time Adaptation in Sparse-View CT Reconstruction WACV 2023
Enabling ISPless Low-Power Computer Vision WACV 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly WACV 2023
LoopDA: Constructing Self-Loops To Adapt Nighttime Semantic Segmentation WACV 2023