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Zero-Shot Learning

668 papers

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Papers

Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NIPS 2024
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NIPS 2024
Listenable Maps for Zero-Shot Audio Classifiers NIPS 2024
UMB: Understanding Model Behavior for Open-World Object Detection NIPS 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
Segment Any Change NIPS 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NIPS 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024
Renovating Names in Open-Vocabulary Segmentation Benchmarks NIPS 2024
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NIPS 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024
Learning to Manipulate Artistic Images AAAI 2024
Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024
Point2Real: Bridging the Gap between Point Cloud and Realistic Image for Open-World 3D Recognition AAAI 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training 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
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing AAAI 2024