Zero-Shot Learning

NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models AAAI 2024 NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024 Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024 OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images NeurIPS 2024 OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 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 OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking NeurIPS 2024 Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024 PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck NAACL 2024 PEGASUS: Personalized Generative 3D Avatars with Composable Attributes CVPR 2024 PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NeurIPS 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer AAAI 2024 ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection AAAI 2024 Quantifying the Persona Effect in LLM Simulations ACL 2024 Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024 Recognition of Unseen Bird Species by Learning From Field Guides WACV 2024 Referring Expression Counting CVPR 2024 Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models ICLR 2024 Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents COLING 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Retrieval-Enhanced Contrastive Vision-Text Models ICLR 2024 Revisiting Open-Set Panoptic Segmentation AAAI 2024 RiddleMasters at SemEval-2024 Task 9: Comparing Instruction Fine-tuning with Zero-Shot Approaches SemEval 2024