Zero-Shot Learning

Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018 Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018 MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018 Multi-Label Zero-Shot Learning With Structured Knowledge Graphs CVPR 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 Transductive Unbiased Embedding for Zero-Shot Learning CVPR 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018 Zero-Shot Transfer Learning for Event Extraction ACL 2018 DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017 Gaze Embeddings for Zero-Shot Image Classification CVPR 2017 Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017 Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning CVPR 2017 Maximum Expected Likelihood Estimation for Zero-resource Neural Machine Translation IJCAI 2017 Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification. COLING 2016 Semi-Supervised Vocabulary-Informed Learning CVPR 2016 An embarrassingly simple approach to zero-shot learning ICML 2015 A Unified Multiplicative Framework for Attribute Learning ICCV 2015 Just Noticeable Differences in Visual Attributes ICCV 2015 Unsupervised Domain Adaptation for Zero-Shot Learning ICCV 2015 Zero-Shot Learning via Semantic Similarity Embedding ICCV 2015 Zero-shot recognition with unreliable attributes NeurIPS 2014 Semantic Transform: Weakly Supervised Semantic Inference for Relating Visual Attributes ICCV 2013 Transfer Learning in a Transductive Setting NeurIPS 2013