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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

Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination AAAI 2021
Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021
Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection AAAI 2021
Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder AAAI 2021
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021
Exploring Forensic Dental Identification with Deep Learning NIPS 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NIPS 2021
Neural Machine Translation with Monolingual Translation Memory ACL 2021
Sim and Real: Better Together NIPS 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora EMNLP 2021
Bering Lab’s Submissions on WAT 2021 Shared Task ACL 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021
FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains CVPR 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification AAAI 2021
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Adaptive Nearest Neighbor Machine Translation ACL 2021
Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics ICCV 2021
Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection ICCV 2021
Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021
Robust Fairness Under Covariate Shift AAAI 2021
Distant Transfer Learning via Deep Random Walk AAAI 2021
An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis AAAI 2021