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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025
When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework IJCAI 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025
Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025
Edicho: Consistent Image Editing in the Wild ICCV 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025
Evaluation of Large Language Models on Arabic Punctuation Prediction COLING 2025
Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents ACL 2025
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025
Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025
Can Large language model analyze financial statements well? COLING 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025
CabNIR: A Benchmark for In-Vehicle Infrared Monocular Depth Estimation WACV 2025