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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Zero-Shot Adaptive Transfer for Conversational Language Understanding AAAI 2019
Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification CVPR 2019
Latent-Variable Generative Models for Data-Efficient Text Classification IJCNLP 2019
Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework IJCAI 2019
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ICCV 2019
Zero-Shot Transfer Learning for Event Extraction ACL 2018
Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018
Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018
Dual Adversarial Networks for Zero-shot Cross-media Retrieval IJCAI 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018
Transductive Unbiased Embedding for Zero-Shot Learning CVPR 2018
Multi-Label Zero-Shot Learning With Structured Knowledge Graphs CVPR 2018
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts 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
Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning CVPR 2017
Gaze Embeddings for Zero-Shot Image Classification CVPR 2017
Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017
Maximum Expected Likelihood Estimation for Zero-resource Neural Machine Translation IJCAI 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017
Semi-Supervised Vocabulary-Informed Learning CVPR 2016