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 8 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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- Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection, ECCV 2022☆35Mar 23, 2023Updated 3 years ago
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- (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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- This repository contains the implementation for the paper "Revisiting Few Shot Object Detection with Vision-Language Models"☆93May 30, 2025Updated last year
- The offical code for paper "Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection"☆46Jan 31, 2023Updated 3 years ago
- Track the trend of few-shot object detection☆37Oct 30, 2021Updated 4 years ago
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- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 4 years ago
- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆42Jan 17, 2025Updated last year
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- This is the implementation of the paper “PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection” (MM 20…☆26Jan 30, 2026Updated 4 months ago
- 📄 A paper list of Few-shot Object Detection.☆140Oct 12, 2021Updated 4 years ago
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- Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'☆93Apr 5, 2023Updated 3 years ago
- 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
- Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'☆33Dec 29, 2022Updated 3 years ago
- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆41Sep 17, 2024Updated last year
- CoRL 2024☆480Oct 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'☆100Apr 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…☆215Dec 10, 2025Updated 6 months ago
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- Source code for CVPR 2022 paper Sylph A Hypernetwork Framework for Few-shot Object Detection☆74Jun 16, 2022Updated 3 years ago
- Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection☆12Dec 23, 2023Updated 2 years ago
- Leaderboard, taxonomy, and curated list of few-shot object detection papers.☆114Nov 8, 2021Updated 4 years ago
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- NTIRE 2025 Challenge on 1-st Cross-Domain Few-Shot Object Detection @ CVPR 2025☆76Apr 21, 2025Updated last year
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