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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation CVPR 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual CVPR 2025
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024
Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024
DiffPortrait3D: Controllable Diffusion for Zero-Shot Portrait View Synthesis CVPR 2024
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NIPS 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
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
One-Prompt to Segment All Medical Images CVPR 2024
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
Text-guided Explorable Image Super-resolution CVPR 2024
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
Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge EMNLP 2024