Towards Generalized Few-Shot Open-Set Object Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Binyi, Zhang, Hua, Li, Jingzhi, Zhou, Zhong |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary
by: Wu, Zhaowei, et al.
Published: (2024)
by: Wu, Zhaowei, et al.
Published: (2024)
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection
by: Chen, Ruoyu, et al.
Published: (2025)
by: Chen, Ruoyu, et al.
Published: (2025)
OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
by: Su, Binyi, et al.
Published: (2026)
by: Su, Binyi, et al.
Published: (2026)
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation
by: Li, Dongying, et al.
Published: (2025)
by: Li, Dongying, et al.
Published: (2025)
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
by: Fu, Yuqian, et al.
Published: (2024)
by: Fu, Yuqian, et al.
Published: (2024)
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing
by: Lin, Hui, et al.
Published: (2025)
by: Lin, Hui, et al.
Published: (2025)
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition
by: Zhang, Zhenyu, et al.
Published: (2024)
by: Zhang, Zhenyu, et al.
Published: (2024)
InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images
by: Li, Wuzhou, et al.
Published: (2024)
by: Li, Wuzhou, et al.
Published: (2024)
OmniDFA: A Unified Framework for Open Set Synthesis Image Detection and Few-Shot Attribution
by: Wu, Shiyu, et al.
Published: (2025)
by: Wu, Shiyu, et al.
Published: (2025)
Generalized Few-Shot Out-of-Distribution Detection
by: Li, Pinxuan, et al.
Published: (2025)
by: Li, Pinxuan, et al.
Published: (2025)
Few-Shot Object Detection: Research Advances and Challenges
by: Xin, Zhimeng, et al.
Published: (2024)
by: Xin, Zhimeng, et al.
Published: (2024)
Few-Shot Object Detection with Sparse Context Transformers
by: Mei, Jie, et al.
Published: (2024)
by: Mei, Jie, et al.
Published: (2024)
Prototype-Driven Adaptation for Few-Shot Object Detection
by: Huang, Yushen, et al.
Published: (2025)
by: Huang, Yushen, et al.
Published: (2025)
Remedying Target-Domain Astigmatism for Cross-Domain Few-Shot Object Detection
by: Jiang, Yongwei, et al.
Published: (2026)
by: Jiang, Yongwei, et al.
Published: (2026)
Fine-Grained Prototypes Distillation for Few-Shot Object Detection
by: Wang, Zichen, et al.
Published: (2024)
by: Wang, Zichen, et al.
Published: (2024)
Revisiting Few-Shot Object Detection with Vision-Language Models
by: Madan, Anish, et al.
Published: (2023)
by: Madan, Anish, et al.
Published: (2023)
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings
by: Tsoumplekas, Georgios, et al.
Published: (2024)
by: Tsoumplekas, Georgios, et al.
Published: (2024)
ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification
by: Shi, Kexuan, et al.
Published: (2025)
by: Shi, Kexuan, et al.
Published: (2025)
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
by: Liu, Shilong, et al.
Published: (2023)
by: Liu, Shilong, et al.
Published: (2023)
CP-VoteNet: Contrastive Prototypical VoteNet for Few-Shot Point Cloud Object Detection
by: Li, Xuejing, et al.
Published: (2024)
by: Li, Xuejing, et al.
Published: (2024)
FSViewFusion: Few-Shots View Generation of Novel Objects
by: Hussain, Rukhshanda, et al.
Published: (2024)
by: Hussain, Rukhshanda, et al.
Published: (2024)
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
by: Li, Yu, et al.
Published: (2025)
by: Li, Yu, et al.
Published: (2025)
Object-level Correlation for Few-Shot Segmentation
by: Wen, Chunlin, et al.
Published: (2025)
by: Wen, Chunlin, et al.
Published: (2025)
The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge
by: Pan, Hongpeng, et al.
Published: (2024)
by: Pan, Hongpeng, et al.
Published: (2024)
From Words to Wavelengths: VLMs for Few-Shot Multispectral Object Detection
by: Nkegoum, Manuel, et al.
Published: (2025)
by: Nkegoum, Manuel, et al.
Published: (2025)
Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery
by: Bou, Xavier, et al.
Published: (2024)
by: Bou, Xavier, et al.
Published: (2024)
Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection
by: Zhong, Xinhao, et al.
Published: (2024)
by: Zhong, Xinhao, et al.
Published: (2024)
Few-Shot Learner Generalizes Across AI-Generated Image Detection
by: Wu, Shiyu, et al.
Published: (2025)
by: Wu, Shiyu, et al.
Published: (2025)
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation
by: Zhang, Chengyuan, et al.
Published: (2024)
by: Zhang, Chengyuan, et al.
Published: (2024)
Fine-Grained Zero-Shot Object Detection
by: Ma, Hongxu, et al.
Published: (2025)
by: Ma, Hongxu, et al.
Published: (2025)
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
by: Yao, Lewei, et al.
Published: (2024)
by: Yao, Lewei, et al.
Published: (2024)
Adding New Categories in Object Detection Using Few-Shot Copy-Paste
by: Deng, Boyang, et al.
Published: (2022)
by: Deng, Boyang, et al.
Published: (2022)
Learning Multi-Modal Prototypes for Cross-Domain Few-Shot Object Detection
by: Wang, Wanqi, et al.
Published: (2026)
by: Wang, Wanqi, et al.
Published: (2026)
Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection
by: Chen, Xianyu, et al.
Published: (2020)
by: Chen, Xianyu, et al.
Published: (2020)
Few-Shot Learning in Video and 3D Object Detection: A Survey
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
by: Ferdaus, Md Meftahul, et al.
Published: (2025)
Few-Shot Object Detection via Spatial-Channel State Space Model
by: Xin, Zhimeng, et al.
Published: (2025)
by: Xin, Zhimeng, et al.
Published: (2025)
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
by: Majee, Anay, et al.
Published: (2024)
by: Majee, Anay, et al.
Published: (2024)
Few-Shot Incremental 3D Object Detection in Dynamic Indoor Environments
by: Zhu, Yun, et al.
Published: (2026)
by: Zhu, Yun, et al.
Published: (2026)
AirShot: Efficient Few-Shot Detection for Autonomous Exploration
by: Wang, Zihan, et al.
Published: (2024)
by: Wang, Zihan, et al.
Published: (2024)
Towards Fine-Grained Vision-Language Alignment for Few-Shot Anomaly Detection
by: Fan, Yuanting, et al.
Published: (2025)
by: Fan, Yuanting, et al.
Published: (2025)
Similar Items
-
Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary
by: Wu, Zhaowei, et al.
Published: (2024) -
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection
by: Chen, Ruoyu, et al.
Published: (2025) -
OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
by: Su, Binyi, et al.
Published: (2026) -
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation
by: Li, Dongying, et al.
Published: (2025) -
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
by: Fu, Yuqian, et al.
Published: (2024)