conftrace_

few-shot object detection

46 papers

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Also known as

FSOD

Co-occurring keywords

few-shot learning (3398) object detection (2762) feature learning (1311) metric learning (1190) feature aggregation (235) data augmentation (3052) prototype learning (405) transfer learning (5449) attention mechanism (4001) semi-supervised learning (2341)

Papers

Generalized-Scale Object Counting with Gradual Query Aggregation AAAI 2026
Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025
When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025
Visual Textualization for Image Prompted Object Detection ICCV 2025
Elemental Composite Prototypical Network: Few-Shot Object Detection on Outdoor 3D Point Cloud Scenes WACV 2025
Fine-Grained Prototypes Distillation for Few-Shot Object Detection AAAI 2024
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection AISTATS 2024
Few-Shot Object Detection with Foundation Models CVPR 2024
SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024
Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
Weakly Supervised Few-Shot Object Detection with DETR AAAI 2024
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 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
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors WACV 2023
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection AAAI 2023
Few-Shot Object Detection via Variational Feature Aggregation AAAI 2023
Label, Verify, Correct: A Simple Few Shot Object Detection Method CVPR 2022
Kernelized Few-Shot Object Detection With Efficient Integral Aggregation CVPR 2022
Sylph: A Hypernetwork Framework for Incremental Few-Shot Object Detection CVPR 2022
Few-Shot Weakly-Supervised Object Detection via Directional Statistics WACV 2022
Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022