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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
Zero-Shot Task Adaptation with Relevant Feature Information AAAI 2024
Back to Optimization: Diffusion-Based Zero-Shot 3D Human Pose Estimation WACV 2024
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024
DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024
SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024
ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024
Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents EACL 2024
Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles SEMEVAL 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
EZ-STANCE: A Large Dataset for English Zero-Shot Stance Detection ACL 2024
Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024
Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NIPS 2024
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024