Zero-Shot Learning

Language models enable zero-shot prediction of the effects of mutations on protein function NeurIPS 2021 Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions EACL 2021 Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds NeurIPS 2021 Learning Bounds for Open-Set Learning ICML 2021 Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021 Learning Generalizable Robotic Reward Functions from “In-The-Wild” Human Videos RSS 2021 Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021 Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021 Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021 Learning Placeholders for Open-Set Recognition CVPR 2021 Learning To Better Segment Objects From Unseen Classes With Unlabeled Videos ICCV 2021 Learning to Read Maps: Understanding Natural Language Instructions from Unseen Maps ACL 2021 Learning Universal Authorship Representations EMNLP 2021 `Less Than One'-Shot Learning: Learning N Classes From M < N Samples AAAI 2021 Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking NAACL 2021 Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021 Light Field Super-Resolution With Zero-Shot Learning CVPR 2021 Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021 Maastricht University’s Large-Scale Multilingual Machine Translation System for WMT 2021 EMNLP 2021 Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021 Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021 Models and Datasets for Cross-Lingual Summarisation EMNLP 2021 Model Selection for Cross-lingual Transfer EMNLP 2021 Monocular Depth Estimation via Listwise Ranking Using the Plackett-Luce Model CVPR 2021 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021