Domain Adaptation

Unsupervised Multi-Granularity Summarization EMNLP 2022 Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance Normalization and Semi-cycle Consistency ACML 2022 Unsupervised Preference-Aware Language Identification ACL 2022 Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022 Unsupervised Robust Domain Adaptation Without Source Data WACV 2022 Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022 Unveiling Real-Life Effects of Online Photo Sharing WACV 2022 Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models Interspeech 2022 Use-Case-Grounded Simulations for Explanation Evaluation NeurIPS 2022 UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022 UserLibri: A Dataset for ASR Personalization Using Only Text Interspeech 2022 Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora COLING 2022 Using Public Data to Predict Demand for Mobile Health Clinics AAAI 2022 Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy Interspeech 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022 Variational Model Perturbation for Source-Free Domain Adaptation NeurIPS 2022 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022 VCSeg: Virtual Camera Adaptation for Road Segmentation WACV 2022 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022 Very Low Resource Sentence Alignment: Luhya and Swahili COLING 2022 Video-based Computer-aided Laparoscopic Bleeding Management: a Space-time Memory Neural Network with Positional Encoding and Adversarial Domain Adaptation MIDL 2022 ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022 Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning ICML 2022 Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022 VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022