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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024
View From Above: Orthogonal-View aware Cross-view Localization CVPR 2024
Flexible Depth Completion for Sparse and Varying Point Densities CVPR 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024
UniMODE: Unified Monocular 3D Object Detection CVPR 2024
Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024
Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains CVPR 2024
Domain Prompt Learning with Quaternion Networks CVPR 2024
Single Domain Generalization for Crowd Counting CVPR 2024
Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting AAAI 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation CVPR 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations CVPR 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024
Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024
Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024