Domain Adaptation

Harmonious Teacher for Cross-Domain Object Detection CVPR 2023 Improved Test-Time Adaptation for Domain Generalization CVPR 2023 Improving Training and Inference of Face Recognition Models via Random Temperature Scaling AAAI 2023 In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations ICLR 2023 Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection CVPR 2023 Instant Domain Augmentation for LiDAR Semantic Segmentation CVPR 2023 Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023 Internal Robust Representations for Domain Generalization AAAI 2023 KIT’s Multilingual Speech Translation System for IWSLT 2023 ACL 2023 Large-Scale Training Data Search for Object Re-Identification CVPR 2023 Learning Optimal Features via Partial Invariance AAAI 2023 Learning Single Image Defocus Deblurring with Misaligned Training Pairs AAAI 2023 Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023 Limits of Model Selection under Transfer Learning COLT 2023 Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NeurIPS 2023 Masked Image Training for Generalizable Deep Image Denoising CVPR 2023 Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023 Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation NeurIPS 2023 Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023 Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation AAAI 2023 Neuron Structure Modeling for Generalizable Remote Physiological Measurement CVPR 2023 NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023 Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023 Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023