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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

How To Practice VQA on a Resource-Limited Target Domain WACV 2023
Adaptive Feature Fusion for Cooperative Perception Using LiDAR Point Clouds WACV 2023
Can Shadows Reveal Biometric Information? WACV 2023
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping WACV 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification ACL 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords ACL 2023
HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023
Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023
Pre-trained language models in Spanish for health insurance coverage ACL 2023
Gap Minimization for Knowledge Sharing and Transfer JMLR 2023
Prompt Discriminative Language Models for Domain Adaptation ACL 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023
Learning Domain-Aware Detection Head with Prompt Tuning NIPS 2023
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation NIPS 2023
Convolution Monge Mapping Normalization for learning on sleep data NIPS 2023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift NIPS 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation EMNLP 2023
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023
iREL at SemEval-2023 Task 9: Improving understanding of multilingual Tweets using Translation-Based Augmentation and Domain Adapted Pre-Trained Models ACL 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023