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Domain Adaptation

854 directly classified papers

Papers per year

Papers

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization CVPR 2024
Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024
Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations CVPR 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation CVPR 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain AAAI 2024
SOAP: Cross-Sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-Labelling WACV 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024
LaneCPP: Continuous 3D Lane Detection using Physical Priors CVPR 2024
UniMODE: Unified Monocular 3D Object Detection CVPR 2024
Tools Identification By On-Board Adaptation of Vision-and-Language Models AAAI 2024
UFCNet: Unsupervised Network based on Fourier transform and Convolutional attention for Oracle Character Recognition ACL 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024
Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) AAAI 2024
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024
Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024