Domain Adaptation

Domain Adversarial Training: A Game Perspective ICLR 2022 Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022 Domain Alignment Meets Fully Test-Time Adaptation ACML 2022 Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis AACL 2022 Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection COLING 2022 Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022 Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022 Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022 Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022 Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022 Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022 Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems Interspeech 2022 Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks AAAI 2022 Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022 Domain-Specific NER via Retrieving Correlated Samples COLING 2022 Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022 Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search EMNLP 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022 DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022 DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR Interspeech 2022 DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022 DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning Interspeech 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022