Zero-Shot Learning

TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning ICLR 2025 T-MAD: Target-driven Multimodal Alignment for Stance Detection EMNLP 2025 Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders ICLR 2025 Towards Efficient Foundation Model for Zero-shot Amodal Segmentation CVPR 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Open-Vocabulary Audio-Visual Event Localization CVPR 2025 Towards Reliable and Practical Phishing Detection NAACL 2025 Towards VLM-based Hybrid Explainable Prompt Enhancement for Zero-Shot Industrial Anomaly Detection IJCAI 2025 Towards Zero-Shot 3D Anomaly Localization WACV 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models NAACL 2025 Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025 Training-Free Personalization via Retrieval and Reasoning on Fingerprints ICCV 2025 Transformers Handle Endogeneity in In-Context Linear Regression ICLR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Tree of Attributes Prompt Learning for Vision-Language Models ICLR 2025 TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025 TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning IJCAI 2025 TS-CLIP: Time Series Understanding by CLIP EMNLP 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark WACV 2025 Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025 Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025