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Domain Adaptation

854 directly classified papers

Papers per year

Papers

ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations CVPR 2024
CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024
Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization CVPR 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024
Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention AAAI 2024
LaneCPP: Continuous 3D Lane Detection using Physical Priors CVPR 2024
Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024
Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation CVPR 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains CVPR 2024
View From Above: Orthogonal-View aware Cross-view Localization CVPR 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies CVPR 2024
Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation CVPR 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024
Tools Identification By On-Board Adaptation of Vision-and-Language Models AAAI 2024
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024