Zero-Shot Learning

Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024 Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024 Language-conditioned Detection Transformer CVPR 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Language-driven Grasp Detection CVPR 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 Large Language Models can Share Images, Too! ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024 Learning to Manipulate Artistic Images AAAI 2024 Learning Transferable Negative Prompts for Out-of-Distribution Detection CVPR 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024 Listenable Maps for Zero-Shot Audio Classifiers NeurIPS 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024 Masked Pre-training Enables Universal Zero-shot Denoiser NeurIPS 2024 MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers CVPR 2024 Matching Anything by Segmenting Anything CVPR 2024 MeaCap: Memory-Augmented Zero-shot Image Captioning CVPR 2024 Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024 MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning NeurIPS 2024 Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024