Zero-Shot Learning

OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NeurIPS 2024 Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024 OVMR: Open-Vocabulary Recognition with Multi-Modal References CVPR 2024 PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation AAAI 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024 ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024 Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024 Part-of-speech Tagging for Extremely Low-resource Indian Languages ACL 2024 PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024 PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts ICLR 2024 Personalize Segment Anything Model with One Shot ICLR 2024 Physical Property Understanding from Language-Embedded Feature Fields CVPR 2024 Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024 PLIP: Language-Image Pre-training for Person Representation Learning NeurIPS 2024 Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies EMNLP 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 Point Segment and Count: A Generalized Framework for Object Counting CVPR 2024 Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024 Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024 Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024 Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study EACL 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning AAAI 2024