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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

Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut NIPS 2024
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment NIPS 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NIPS 2024
A Foundation Model for Zero-shot Logical Query Reasoning NIPS 2024
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning NIPS 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement IJCAI 2024
Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting INTERSPEECH 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
Dual Expert Distillation Network for Generalized Zero-Shot Learning IJCAI 2024
Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024
Zero-shot High-fidelity and Pose-controllable Character Animation IJCAI 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization IJCAI 2024
Integrating Vision-Language Semantic Graphs in Multi-View Clustering IJCAI 2024
Zero-shot Learning for Preclinical Drug Screening IJCAI 2024
Zero-Shot Sketch Based Image Retrieval via Modality Capacity Guidance IJCAI 2024
DTS-TPT: Dual Temporal-Sync Test-time Prompt Tuning for Zero-shot Activity Recognition IJCAI 2024
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation INTERSPEECH 2024
Paraphrase Identification via Textual Inference NAACL 2024
Can GPT4 Detect Euphemisms across Multiple Languages? NAACL 2024
Z-GMOT: Zero-shot Generic Multiple Object Tracking NAACL 2024
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024