← Learning Types
Deep Learning › Learning Types ›

Domain Adaptation

854 directly classified papers

Papers per year

Papers

UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training CVPR 2021
RPN Prototype Alignment for Domain Adaptive Object Detector CVPR 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching CVPR 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds CVPR 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021
Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021
Spatio-temporal Contrastive Domain Adaptation for Action Recognition CVPR 2021
Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation CVPR 2021
Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation CVPR 2021
Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021
S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021