Zero-Shot Learning

Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025 Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025 Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025 Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025 Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks ICLR 2025 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025 Learning Clustering-based Prototypes for Compositional Zero-Shot Learning ICLR 2025 Learning Molecular Representation in a Cell ICLR 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning Visual Proxy for Compositional Zero-Shot Learning ICCV 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025 LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025 Locality-Aware Zero-Shot Human-Object Interaction Detection CVPR 2025 Making Text Embedders Few-Shot Learners ICLR 2025 Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025 Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025