Zero-Shot Learning

TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NeurIPS 2024 Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data NeurIPS 2024 Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024 Training-Free Object Counting With Prompts WACV 2024 Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation CVPR 2024 Transductive Zero-Shot and Few-Shot CLIP CVPR 2024 Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024 Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ACL 2024 Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning CVPR 2024 TROPE: TRaining-Free Object-Part Enhancement for Seamlessly Improving Fine-Grained Zero-Shot Image Captioning EMNLP 2024 UMB: Understanding Model Behavior for Open-World Object Detection NeurIPS 2024 UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes SemEval 2024 Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024 Understanding prompt engineering may not require rethinking generalization ICLR 2024 Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP ICLR 2024 UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024 Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024 Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors CVPR 2024 UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024 Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024 Upaya at ArabicNLU Shared-Task: Arabic Lexical Disambiguation using Large Language Models ACL 2024 Utilizing Adaptive Global Response Normalization and Cluster-Based Pseudo Labels for Zero-Shot Voice Conversion Interspeech 2024 Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024