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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
OpenViewer: Openness-Aware Multi-View Learning AAAI 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual CVPR 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model CVPR 2025
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection COLING 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025
RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather ICCV 2025
MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025
Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model AAAI 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ACL 2025