Zero-Shot Learning

GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023 Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023 Genie: Show Me the Data for Quantization CVPR 2023 Geometry-Aware Adaptation for Pretrained Models NeurIPS 2023 GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023 Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023 Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR 2023 Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis Interspeech 2023 Hypernetworks for Zero-Shot Transfer in Reinforcement Learning AAAI 2023 iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023 IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023 Improving Zero-Shot Generalization and Robustness of Multi-Modal Models CVPR 2023 In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023 Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023 Is GPT-3 a Good Data Annotator? ACL 2023 Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023 LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023 Learning Mask-aware CLIP Representations for Zero-Shot Segmentation NeurIPS 2023 Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023 Learning To Name Classes for Vision and Language Models CVPR 2023 Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023 Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023