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 11 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)☆107Feb 17, 2023Updated 3 years ago
- ☆230Jun 9, 2024Updated 2 years ago
- Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"☆61Mar 12, 2024Updated 2 years ago
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- ☆18Dec 23, 2022Updated 3 years ago
- 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
- ☆52Dec 18, 2022Updated 3 years ago
- Init commit for HTRPN☆31Dec 20, 2024Updated last year
- This is the implementation of the paper “PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection” (MM 20…☆30Jan 30, 2026Updated 7 months ago
- Implementations of few-shot object detection benchmarks☆1,217Nov 21, 2023Updated 2 years ago
- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆43Jan 17, 2025Updated last year
- collection of few-shot papers☆25Updated this week
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- 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 10 months ago
- 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)☆38Jan 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
- OpenMMLab FewShot Learning Toolbox and Benchmark☆754Sep 5, 2023Updated 3 years ago
- 📄 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☆58Jul 1, 2025Updated last year
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- 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
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- 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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- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆59Mar 21, 2023Updated 3 years ago
- 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
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- CoRL 2024☆483Oct 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 2 years ago
- 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.☆34Apr 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…☆219Dec 10, 2025Updated 9 months ago
- Source code for CVPR 2022 paper Sylph A Hypernetwork Framework for Few-shot Object Detection☆74Jun 16, 2022Updated 4 years ago
- NTIRE 2025 Challenge on 1-st Cross-Domain Few-Shot Object Detection @ CVPR 2025☆78Apr 21, 2025Updated last year