Zero-Shot Learning

Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization CVPR 2023 CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection CVPR 2023 ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations ACL 2023 ChatGPT-Powered Hierarchical Comparisons for Image Classification NeurIPS 2023 CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools EMNLP 2023 CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023 CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets ICML 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023 CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No ICCV 2023 CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023 CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language CVPR 2023 CLIPText: A New Paradigm for Zero-shot Text Classification ACL 2023 CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023 CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023 CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NeurIPS 2023 Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 Code Execution with Pre-trained Language Models ACL 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 Compositional Zero-Shot Artistic Font Synthesis IJCAI 2023 ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining EACL 2023 Continual Zero-Shot Learning through Semantically Guided Generative Random Walks ICCV 2023 Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL 2023 Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023 ConZIC: Controllable Zero-Shot Image Captioning by Sampling-Based Polishing CVPR 2023