Domain Adaptation

Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022 Improving the Training Recipe for a Robust Conformer-based Hybrid Model Interspeech 2022 Improving Voice Trigger Detection with Metric Learning Interspeech 2022 Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data COLING 2022 Increasing the accuracy and resolution of precipitation forecasts using deep generative models AISTATS 2022 Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device Interspeech 2022 Industrial Style Transfer With Large-Scale Geometric Warping and Content Preservation CVPR 2022 Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 Interactive concept-map based summaries for SEND children IJCAI 2022 Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models AAAI 2022 Interpretable dysarthric speaker adaptation based on optimal-transport Interspeech 2022 Intriguing Properties of Compression on Multilingual Models EMNLP 2022 Invariance Learning based on Label Hierarchy NeurIPS 2022 Invariance Through Latent Alignment RSS 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition Interspeech 2022 Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech Interspeech 2022 Is Homophily a Necessity for Graph Neural Networks? ICLR 2022 Is Importance Weighting Incompatible with Interpolating Classifiers? ICLR 2022 Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations NeurIPS 2022 Iterative Alignment Flows AISTATS 2022 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation COLING 2022 Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Interspeech 2022