Domain Adaptation

Learning De-Biased Representations for Remote-Sensing Imagery NeurIPS 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NeurIPS 2024 Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency CVPR 2024 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024 LiT: Unifying LiDAR "Languages" with LiDAR Translator NeurIPS 2024 L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NeurIPS 2024 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024 Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024 MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024 Multi-Domain Incremental Learning for Face Presentation Attack Detection AAAI 2024 Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024 Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting AAAI 2024 NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024 Nuclear Fusion Diamond Polishing Dataset NeurIPS 2024 One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation NeurIPS 2024 OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies CVPR 2024 Open-Set Domain Adaptation for Semantic Segmentation CVPR 2024 Parameter Efficient Self-Supervised Geospatial Domain Adaptation CVPR 2024 PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024 PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models IJCAI 2024 PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024 PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization CVPR 2024 Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation AAAI 2024 ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NeurIPS 2024