Zero-Shot Learning

Normalization of Long-tail Adverse Drug Reactions in Social Media EMNLP 2020 One-Shot Image Classification by Learning to Restore Prototypes AAAI 2020 On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020 Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity EMNLP 2020 Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020 Phonological Features for 0-Shot Multilingual Speech Synthesis Interspeech 2020 PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CoRL 2020 Planning to Explore via Self-Supervised World Models ICML 2020 Predicting Detection Filters for Small Footprint Open-Vocabulary Keyword Spotting Interspeech 2020 Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020 Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2020 Query-Driven Multi-Instance Learning AAAI 2020 Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities COLING 2020 Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020 Restoring Negative Information in Few-Shot Object Detection NeurIPS 2020 Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications CVPR 2020 REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments CVPR 2020 Robot Object Retrieval with Contextual Natural Language Queries RSS 2020 Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP 2020 Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels COLING 2020 Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020 Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020 SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search EMNLP 2020 Something-Else: Compositional Action Recognition With Spatial-Temporal Interaction Networks CVPR 2020 Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions Interspeech 2020