conftrace_

zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024

Anti-LM Decoding for Zero-shot In-context Machine Translation NAACL 2024

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024

It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024

LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024

Contextualizing Argument Quality Assessment with Relevant Knowledge NAACL 2024

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024

How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection AAAI 2024

ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization AAAI 2024

Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024

Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024

Data Roaming and Quality Assessment for Composed Image Retrieval AAAI 2024

SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024

Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024

Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling IJCAI 2024

ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024

Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024

Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024

Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024

Navigating Open Set Scenarios for Skeleton-Based Action Recognition AAAI 2024

TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024

ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024

Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding INTERSPEECH 2024

Improvement Speaker Similarity for Zero-Shot Any-to-Any Voice Conversion of Whispered and Regular Speech INTERSPEECH 2024