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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation NIPS 2018
Non-Adversarial Mapping with VAEs NIPS 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS 2018
Conditional Generative Adversarial Network for Structured Domain Adaptation CVPR 2018
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification CVPR 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation CVPR 2018
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR 2018
Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR 2018
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018
Camera Style Adaptation for Person Re-Identification CVPR 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation CVPR 2018
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes CVPR 2018
Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018
Unsupervised Domain Adaptation With Similarity Learning CVPR 2018
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN CVPR 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation CVPR 2018
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR 2018
Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018
Examining Temporality in Document Classification ACL 2018
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ACL 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Partial Transfer Learning With Selective Adversarial Networks CVPR 2018