few-shot object detection

A Closer Look at Cross-Domain Few-Shot Object Detection: Fine-Tuning Matters and Parallel Decoder Helps CVPR 2026 AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection CVPR 2026 Generalized-Scale Object Counting with Gradual Query Aggregation AAAI 2026 Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025 Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes WACV 2025 Multi-Perspective Data Augmentation for Few-shot Object Detection ICLR 2025 Visual Textualization for Image Prompted Object Detection ICCV 2025 When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025 Detect Everything with Few Examples CoRL 2024 Few-Shot Object Detection with Foundation Models CVPR 2024 Fine-Grained Prototypes Distillation for Few-Shot Object Detection AAAI 2024 LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection AISTATS 2024 Revisiting Few-Shot Object Detection with Vision-Language Models NeurIPS 2024 SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024 Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024 Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection AAAI 2023 DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023 Few-Shot Object Detection via Variational Feature Aggregation AAAI 2023 FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training ICCV 2023 Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection CVPR 2023 Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023 Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023 Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NeurIPS 2022 Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022 Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022