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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL 2020
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis ACL 2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020
Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020
Domain Adaptive Image-to-Image Translation CVPR 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation CVPR 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020
Universal Source-Free Domain Adaptation CVPR 2020
Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020
When AWGN-Based Denoiser Meets Real Noises AAAI 2020
SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract) AAAI 2020
Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification INTERSPEECH 2020
Progressive Domain Adaptation for Object Detection WACV 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NIPS 2020
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation NIPS 2020
Heuristic Domain Adaptation NIPS 2020
A Dictionary Approach to Domain-Invariant Learning in Deep Networks NIPS 2020
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NIPS 2020
Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization CVPR 2020
Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution CVPR 2020