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Domain Adaptation

8,656 papers

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Papers

Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes CVPR 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior CVPR 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation CVPR 2020
Structure-Guided Ranking Loss for Single Image Depth Prediction CVPR 2020
Holistically-Attracted Wireframe Parsing CVPR 2020
Structure Preserving Generative Cross-Domain Learning CVPR 2020
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020
Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer CVPR 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis CVPR 2020
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition CVPR 2020
Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation CVPR 2020
Perceptual Quality Assessment of Smartphone Photography CVPR 2020
Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020
DUNIT: Detection-Based Unsupervised Image-to-Image Translation CVPR 2020
Unsupervised Intra-Domain Adaptation for Semantic Segmentation Through Self-Supervision CVPR 2020
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval CVPR 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020
Domain Adaptation for Image Dehazing CVPR 2020
Progressive Adversarial Networks for Fine-Grained Domain Adaptation CVPR 2020
One-Shot Domain Adaptation for Face Generation CVPR 2020
Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering CVPR 2020
Probability Weighted Compact Feature for Domain Adaptive Retrieval CVPR 2020