Zero-Shot Learning

Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NeurIPS 2018 Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018 Joint Multilingual Supervision for Cross-lingual Entity Linking EMNLP 2018 Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models ICLR 2018 Learning Simplifications for Specific Target Audiences ACL 2018 Learning to Promote Saliency Detectors CVPR 2018 Low-Shot Learning With Imprinted Weights CVPR 2018 Low-Shot Learning With Large-Scale Diffusion CVPR 2018 Measuring abstract reasoning in neural networks ICML 2018 Memory Matching Networks for One-Shot Image Recognition CVPR 2018 MetaReg: Towards Domain Generalization using Meta-Regularization NeurIPS 2018 Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR 2018 Multilingual Bottleneck Features for Subword Modeling in Zero-resource Languages Interspeech 2018 Multimodal Named Entity Disambiguation for Noisy Social Media Posts ACL 2018 Preserving Semantic Relations for Zero-Shot Learning CVPR 2018 Rapid Adaptation with Conditionally Shifted Neurons ICML 2018 Reducing Network Agnostophobia NeurIPS 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning NeurIPS 2018 Supervising Unsupervised Learning NeurIPS 2018 Temporal Hallucinating for Action Recognition With Few Still Images CVPR 2018 Towards Universal Representation for Unseen Action Recognition CVPR 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification CVPR 2018