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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024
Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations EMNLP 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NIPS 2024
UniMTS: Unified Pre-training for Motion Time Series NIPS 2024
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint NIPS 2024
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024
Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024
Evaluating language models as risk scores NIPS 2024
Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks NIPS 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NIPS 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance NIPS 2024
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization NIPS 2024
Simplified and Generalized Masked Diffusion for Discrete Data NIPS 2024
BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NIPS 2024
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images NIPS 2024
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NIPS 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies EMNLP 2024
RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024
Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models EMNLP 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024
Vlogger: Make Your Dream A Vlog CVPR 2024
On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024