Domain Adaptation

Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition Interspeech 2023 Text-To-KG Alignment: Comparing Current Methods on Classification Tasks ACL 2023 Texture Learning Domain Randomization for Domain Generalized Segmentation ICCV 2023 Text-Visual Prompting for Efficient 2D Temporal Video Grounding CVPR 2023 The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023 Theory and Algorithm for Batch Distribution Drift Problems AISTATS 2023 The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023 The Role of Global and Local Context in Named Entity Recognition ACL 2023 The Role of ImageNet Classes in Fréchet Inception Distance ICLR 2023 The Unreasonable Effectiveness of Large Language-Vision Models for Source-Free Video Domain Adaptation ICCV 2023 The USTC’s Dialect Speech Translation System for IWSLT 2023 ACL 2023 TIPI: Test Time Adaptation With Transformation Invariance CVPR 2023 TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation NeurIPS 2023 To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation ICCV 2023 To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL 2023 Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023 TOPLight: Lightweight Neural Networks With Task-Oriented Pretraining for Visible-Infrared Recognition CVPR 2023 TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023 Toward Job Recommendation for All IJCAI 2023 Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift NeurIPS 2023 Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model EACL 2023 Towards automatically extracting morphosyntactical error patterns from L1-L2 parallel dependency treebanks ACL 2023 Towards Balanced Representation Learning for Credit Policy Evaluation AISTATS 2023 Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023 Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation CVPR 2023