Domain Adaptation

A New Benchmark: On the Utility of Synthetic Data With Blender for Bare Supervised Learning and Downstream Domain Adaptation CVPR 2023 Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation NeurIPS 2023 A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023 Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023 A Robust Information-Masking Approach for Domain Counterfactual Generation ACL 2023 AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection CVPR 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023 Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation AAAI 2023 Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation CVPR 2023 Bringing Inputs to Shared Domains for 3D Interacting Hands Recovery in the Wild CVPR 2023 Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs NeurIPS 2023 CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023 Certifiable Out-of-Distribution Generalization AAAI 2023 CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation AAAI 2023 CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection CVPR 2023 Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation AAAI 2023 Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World CVPR 2023 Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations CVPR 2023 COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport CVPR 2023 Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023 Cross-Domain Relation Adaptation ACML 2023 Cross-Modal Contrastive Learning for Domain Adaptation in 3D Semantic Segmentation AAAI 2023 Cyclically Disentangled Feature Translation for Face Anti-spoofing AAAI 2023 DA-DETR: Domain Adaptive Detection Transformer With Information Fusion CVPR 2023