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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025
On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation CVPR 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
Evaluation of Large Language Models on Arabic Punctuation Prediction COLING 2025
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025