Zero-Shot Learning

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech ACL 2024 Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024 Monotonic Paraphrasing Improves Generalization of Language Model Prompting EMNLP 2024 MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NeurIPS 2024 Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024 Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024 MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024 No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NeurIPS 2024 One-Prompt to Segment All Medical Images CVPR 2024 Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance CVPR 2024 Open-Vocabulary Video Anomaly Detection CVPR 2024 Open-World Semantic Segmentation Including Class Similarity CVPR 2024 OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024 Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024 PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs CVPR 2024 pix2gestalt: Amodal Segmentation by Synthesizing Wholes CVPR 2024 Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024 PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NeurIPS 2024 PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models IJCAI 2024 Prompting vision-language fusion for Zero-Shot Composed Image Retrieval ACML 2024 PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024 Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024 Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 Renovating Names in Open-Vocabulary Segmentation Benchmarks NeurIPS 2024