Few Shot Object Detection Papers
☆107Apr 25, 2024Updated 2 years ago
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- [NeurIPS 2022] Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation☆49Oct 13, 2025Updated 10 months ago
- Collect some papers and datastes about few-shot object detection for computer vision.☆177Sep 26, 2023Updated 2 years ago
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆105Feb 17, 2023Updated 3 years ago
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- Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"☆59Mar 12, 2024Updated 2 years ago
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- Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection, ECCV 2022☆35Mar 23, 2023Updated 3 years ago
- (ECCV2022) The official PyTorch implementation of the "AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection".☆68Dec 3, 2024Updated last year
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- Init commit for HTRPN☆30Dec 20, 2024Updated last year
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- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆43Jan 17, 2025Updated last year
- The code for paper "Understanding Negative Proposals in Generic Few-Shot Object Detection"☆17Nov 21, 2023Updated 2 years ago
- When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection☆19Nov 3, 2025Updated 9 months ago
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- The offical code for paper "Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection"☆46Jan 31, 2023Updated 3 years ago
- The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)☆37Jan 17, 2024Updated 2 years ago
- Track the trend of few-shot object detection☆37Oct 30, 2021Updated 4 years ago
- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 4 years ago
- [T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation☆434Aug 21, 2022Updated 3 years ago
- OpenMMLab FewShot Learning Toolbox and Benchmark☆754Sep 5, 2023Updated 2 years ago
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- 📄 A paper list of Few-shot Object Detection.☆140Oct 12, 2021Updated 4 years ago
- [TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection☆57Jul 1, 2025Updated last year
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- This repository contains the implementation for the paper "Revisiting Few Shot Object Detection with Vision-Language Models"☆93May 30, 2025Updated last year
- Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach (ICRA 2023)☆10Feb 14, 2023Updated 3 years ago
- Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'☆93Apr 5, 2023Updated 3 years ago
- Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'☆33Dec 29, 2022Updated 3 years ago
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- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆45Sep 17, 2024Updated last year
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- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆58Mar 21, 2023Updated 3 years ago
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- Official Code for paper "Few-shot Object Detection on Remote Sensing Images"☆67Apr 21, 2022Updated 4 years ago
- HSIC-based Moving WeightAveraging for Few-Shot Open-Set Object Detection (ACM MM'23)☆39Feb 23, 2024Updated 2 years ago
- CoRL 2024☆481Oct 29, 2024Updated last year
- (CVPR2023) The PyTorch implementation of the "AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection".☆44Sep 20, 2024Updated last year
- Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'☆98Apr 5, 2023Updated 3 years ago
- A paper list for incremental few-shot object detection.☆33Apr 6, 2023Updated 3 years ago
- A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object…☆218Dec 10, 2025Updated 8 months ago