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Zero-Shot Learning

3,143 papers

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Papers

Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification CVPR 2018
Discriminative Learning of Latent Features for Zero-Shot Recognition CVPR 2018
Preserving Semantic Relations for Zero-Shot Learning CVPR 2018
Zero-Shot Kernel Learning CVPR 2018
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR 2018
Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018
Towards Universal Representation for Unseen Action Recognition CVPR 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018
Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018
Joint Multilingual Supervision for Cross-lingual Entity Linking EMNLP 2018
Zero-shot User Intent Detection via Capsule Neural Networks EMNLP 2018
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018
Zero-shot Relation Classification as Textual Entailment EMNLP 2018
Measuring abstract reasoning in neural networks ICML 2018
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks ICML 2018
Rapid Adaptation with Conditionally Shifted Neurons ICML 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Adaptive Graph Guided Embedding for Multi-label Annotation IJCAI 2018
Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018
CNN Based Query by Example Spoken Term Detection INTERSPEECH 2018
Capsule Networks for Low Resource Spoken Language Understanding INTERSPEECH 2018
Multilingual Bottleneck Features for Subword Modeling in Zero-resource Languages INTERSPEECH 2018