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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Navigating Open Set Scenarios for Skeleton-Based Action Recognition AAAI 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024
Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024
GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection AAAI 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024
CoVR: Learning Composed Video Retrieval from Web Video Captions AAAI 2024
SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024
Semantic-Guided Novel Category Discovery AAAI 2024
Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation AAAI 2024
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation AAAI 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Interactive Visual Task Learning for Robots AAAI 2024
Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024
ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning AAAI 2024
Zero-Shot Task Adaptation with Relevant Feature Information AAAI 2024
DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024
SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024
Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024