Domain Adaptation

Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NeurIPS 2023 ActMAD: Activation Matching To Align Distributions for Test-Time-Training CVPR 2023 AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR EMNLP 2023 Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023 Adaptation Approaches for Nearest Neighbor Language Models ACL 2023 Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks Interspeech 2023 Adaptation of Whisper models to child speech recognition Interspeech 2023 AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models EACL 2023 Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition Interspeech 2023 Adapting an Unadaptable ASR System Interspeech 2023 Adapting Multi-Lingual ASR Models for Handling Multiple Talkers Interspeech 2023 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023 Adapting Pre-trained Generative Models for Extractive Question Answering EMNLP 2023 Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NeurIPS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023 Adaptive Feature Fusion for Cooperative Perception Using LiDAR Point Clouds WACV 2023 Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective NeurIPS 2023 Adaptive Test-Time Personalization for Federated Learning NeurIPS 2023 Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds NeurIPS 2023 AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023 A Data-Based Perspective on Transfer Learning CVPR 2023 A Dataset of Argumentative Dialogues on Scientific Papers ACL 2023 Addressing Chest Radiograph Projection Bias in Deep Classification Models MIDL 2023 Addressing Cold Start Problem for End-to-end Automatic Speech Scoring Interspeech 2023