Domain Adaptation

VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration Interspeech 2022 VOS: Learning What You Don't Know by Virtual Outlier Synthesis ICLR 2022 Weakly but Deeply Supervised Occlusion-Reasoned Parametric Road Layouts CVPR 2022 Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory CVPR 2022 Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation NeurIPS 2022 Weakly Supervised Object Localization As Domain Adaption CVPR 2022 Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data CVPR 2022 What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022 What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge ACL 2022 What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification ACL 2022 What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations NAACL 2022 What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation ACL 2022 What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022 When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022 Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022 You Only Need One Model for Open-domain Question Answering EMNLP 2022 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022 ZIN: When and How to Learn Invariance Without Environment Partition? NeurIPS 2022 ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NeurIPS 2022 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 A Bag of Tricks for Dialogue Summarization EMNLP 2021 abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense SemEval 2021