← Learning Types
Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy INTERSPEECH 2024
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers INTERSPEECH 2024
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech INTERSPEECH 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024
Segment Anything, From Space? WACV 2024
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024
STEP - Towards Structured Scene-Text Spotting WACV 2024
High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis WACV 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024
Segment Any Change NIPS 2024
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents EACL 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024
Referral Augmentation for Zero-Shot Information Retrieval ACL 2024
YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024