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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework IJCAI 2025
AI-Assisted Human-Pet Artistic Musical Co-Creation for Wellness Therapy IJCAI 2025
ZFusion: Efficient Deep Compositional Zero-shot Learning for Blind Image Super-Resolution with Generative Diffusion Prior ICCV 2025
ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models ICCV 2025
KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025
Cross-Document Event-Keyed Summarization ACL 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels NIPS 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024
Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation CVPR 2024
SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation CVPR 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation CVPR 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024
Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors CVPR 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers CVPR 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024