Zero-Shot Learning

Predicting Classification Accuracy When Adding New Unobserved Classes ICLR 2021 Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021 Probing Multilingual Language Models for Discourse ACL 2021 Progressive One-shot Human Parsing AAAI 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 2021 Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation ICCV 2021 Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis ICCV 2021 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021 Rectification-Based Knowledge Retention for Continual Learning CVPR 2021 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021 Reformulating Zero-shot Action Recognition for Multi-label Actions NeurIPS 2021 Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables EMNLP 2021 [RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021 Revisiting Document Representations for Large-Scale Zero-Shot Learning NAACL 2021 RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021 Risk Minimization for Zero-shot Sequence Labeling ACL 2021 Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021 Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving ICCV 2021 Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021 SDM-Net: A simple and effective model for generalized zero-shot learning UAI 2021 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021 Self-Distillation for Few-Shot Image Captioning WACV 2021 Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021 Semantic Diversity Learning for Zero-Shot Multi-Label Classification ICCV 2021