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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

A Little Bit Is Worse Than None: Ranking with Limited Training Data EMNLP 2020
ANDES at SemEval-2020 Task 12: A Jointly-trained BERT Multilingual Model for Offensive Language Detection COLING 2020
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020
Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration NIPS 2020
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ACL 2020
Restoring Negative Information in Few-Shot Object Detection NIPS 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts EMNLP 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition CVPR 2020
nocaps: novel object captioning at scale ICCV 2019
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval CVPR 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019
Recognizing Part Attributes With Insufficient Data ICCV 2019
F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning CVPR 2019
Improving Zero-shot Translation with Language-Independent Constraints ACL 2019
Generative Dual Adversarial Network for Generalized Zero-Shot Learning CVPR 2019
Universal Domain Adaptation CVPR 2019
Dual Visual Attention Network for Visual Dialog IJCAI 2019
Zero-shot Metric Learning IJCAI 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally EMNLP 2019