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Zero-Shot Learning

3043 directly classified papers

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Papers

Building ASR Resources for the Hutsul Dialect of Ukrainian EACL 2026
Zero-Shot Open-Schema Entity Structure Discovery EACL 2026
Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026
ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026
Sparse3DPR: Training-Free 3D Hierarchical Scene Parsing and Task-Adaptive Subgraph Reasoning from Sparse RGB Views AAAI 2026
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SEMEVAL 2025
Documentation Retrieval Improves Planning Language Generation AACL 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
3D-MOOD: Lifting 2D to 3D for Monocular Open-Set Object Detection ICCV 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
Enhancing Zero-shot Object Counting via Text-guided Local Ranking and Number-evoked Global Attention ICCV 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding ICCV 2025
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models ICCV 2025
Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025
Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025
Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese EMNLP 2025
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance CVPR 2025
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR 2025
HOPE at TSAR 2025 Shared Task Balancing Control and Complexity in Readability-Controlled Text Simplification EMNLP 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SEMEVAL 2025