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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025
RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training EMNLP 2025
RecGPT: A Foundation Model for Sequential Recommendation EMNLP 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures ICCV 2025
Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025
MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025
Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025
Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025
ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding ACL 2025