Domain Adaptation

Leveraging unlabeled data to predict out-of-distribution performance ICLR 2022 Leveraging Wikipedia article evolution for promotional tone detection ACL 2022 LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING 2022 LGDN: Language-Guided Denoising Network for Video-Language Modeling NeurIPS 2022 Lifelong Person Re-identification by Pseudo Task Knowledge Preservation AAAI 2022 Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022 Linguistically Informed Post-processing for ASR Error correction in Sanskrit Interspeech 2022 Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition Interspeech 2022 Literature-Augmented Clinical Outcome Prediction NAACL 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Local-Adaptive Face Recognition via Graph-Based Meta-Clustering and Regularized Adaptation CVPR 2022 LOG: Active Model Adaptation for Label-Efficient OOD Generalization NeurIPS 2022 Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022 Long Text and Multi-Table Summarization: Dataset and Method EMNLP 2022 Low-Resource Adaptation for Personalized Co-Speech Gesture Generation CVPR 2022 Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022 M2D2: A Massively Multi-Domain Language Modeling Dataset EMNLP 2022 MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022 MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching NeurIPS 2022 MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022 MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining ICLR 2022 Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature EMNLP 2022 Mapping conditional distributions for domain adaptation under generalized target shift ICLR 2022 Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022 Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022