Zero-Shot Learning

CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation ICLR 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 Captured by Captions: On Memorization and its Mitigation in CLIP Models ICLR 2025 CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025 Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025 CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction COLING 2025 ChengyuSTS: An Intrinsic Perspective on Mandarin Idiom Representation EMNLP 2025 Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation WACV 2025 Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025 Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025 CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025 CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025 CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP CVPR 2025 CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025 CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification ICLR 2025 Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025 CObL: Toward Zero-Shot Ordinal Layering without User Prompting ICCV 2025 COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting SemEval 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025 ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors ICLR 2025 Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025