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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting IJCAI 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts WACV 2025
CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025
Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025
Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025
Exploring Language Model Generalization in Low-Resource Extractive QA COLING 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
Multi-subject Open-set Personalization in Video Generation CVPR 2025
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025
Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025