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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

Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation AAAI 2021
An End-to-End Solution for Named Entity Recognition in eCommerce Search AAAI 2021
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images CVPR 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition AAAI 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training CVPR 2021
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition EMNLP 2021
Data Augmentation for Cross-Domain Named Entity Recognition EMNLP 2021
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021
Extracting Appointment Spans from Medical Conversations NAACL 2021
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021
Clothing Status Awareness for Long-Term Person Re-Identification ICCV 2021
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing ACL 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021
Unaligned Image-to-Image Translation by Learning to Reweight ICCV 2021
Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification EMNLP 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction ACL 2021
Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification ICCV 2021
Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation ICCV 2021
EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation CVPR 2021
Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020
The TechQA Dataset ACL 2020