Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild

23 July 2020

Papers citing "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

50 / 134 papers shown

Title
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection Ruoyu Chen Hua Zhang Jingzhi Li Li Liu Zhen Huang Xiaochun Cao 32 0 0 09 Apr 2025
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection Jiancheng Pan Yanxing Liu Xiao He Long Peng Jiahao Li Yuze Sun Xiaomeng Huang 33 0 0 06 Apr 2025
6D Object Pose Tracking in Internet Videos for Robotic Manipulation Georgy Ponimatkin Martin Cífka Tomáš Souček Médéric Fourmy Yann Labbé Vladimir Petrik Josef Sivic 44 1 0 13 Mar 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 69 1 0 25 Feb 2025
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Hui Lin Nan Li Pengjuan Yao Kexin Dong Yuhan Guo Danfeng Hong Y. Zhang Congcong Wen 87 4 0 05 Jan 2025
Detect an Object At Once without Fine-tuning Junyu Hao Jianheng Liu Yongjia Zhao Zuofan Chen Qi Sun Jinlong Chen Jianguo Wei Minghao Yang ObjD 33 0 0 04 Nov 2024
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text Describability Yusuke Hosoya Masanori Suganuma Takayuki Okatani ObjD 16 0 0 20 Oct 2024
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan ObjD 21 3 0 27 Sep 2024
Enhancing Fruit and Vegetable Detection in Unconstrained Environment with a Novel Dataset Sandeep Khanna Chiranjoy Chattopadhyay Suman Kundu 17 2 0 20 Sep 2024
Underwater litter monitoring using consumer-grade aerial-aquatic speedy scanner (AASS) and deep learning based super-resolution reconstruction and detection network Fan Zhao Yongying Liu Jiaqi Wang Yijia Chen Dianhan Xi Xinlei Shao Shigeru Tabeta Katsunori Mizuno 18 5 0 07 Aug 2024
Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos Leonhard Sommer Artur Jesslen Eddy Ilg Adam Kortylewski 35 2 0 05 Jul 2024
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection Anay Majee Ryan Sharp Rishabh K. Iyer 38 1 0 02 Jul 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 31 1 0 05 Jun 2024
InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images Wuzhou Li Jiawei Zhou Xiang Li Yi Cao Guanglu Jin Xuemin Zhang 38 1 0 18 May 2024
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection Feiran Li Qianqian Xu Shilong Bao Zhiyong Yang Runmin Cong Xiaochun Cao Qingming Huang 21 2 0 16 May 2024
Targeted Augmentation for Low-Resource Event Extraction Sijia Wang Lifu Huang 30 1 0 14 May 2024
UniFS: Universal Few-shot Instance Perception with Point Representations Sheng Jin Ruijie Yao Lumin Xu Wentao Liu Chao Qian Ji Wu Ping Luo 48 2 0 30 Apr 2024
Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images Wenbin Guan Zijiu Yang Xiaohong Wu Liqiong Chen Feng Huang Xiaohai He Honggang Chen 34 2 0 29 Apr 2024
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting Jer Pelhan A. Lukežič Vitjan Zavrtanik Matej Kristan 33 16 0 25 Apr 2024
Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring Yufei Zhan Yousong Zhu Hongyin Zhao Fan Yang Ming Tang Jinqiao Wang ObjD 31 12 0 14 Mar 2024
Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Yuantao Yin Ping Yin 16 0 0 20 Jan 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 23 5 0 16 Jan 2024
Fine-Grained Prototypes Distillation for Few-Shot Object Detection Zichen Wang Bo Yang Haonan Yue Zhenghao Ma ObjD 13 15 0 15 Jan 2024
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 24 6 0 22 Dec 2023
Open-vocabulary object 6D pose estimation Jaime Corsetti Davide Boscaini Changjae Oh Andrea Cavallaro Fabio Poiesi 17 10 0 01 Dec 2023
SKU-Patch: Towards Efficient Instance Segmentation for Unseen Objects in Auto-Store Biqi Yang Weiliang Tang Xiaojie Gao Xianzhi Li Yunhui Liu Chi-Wing Fu Pheng-Ann Heng 21 1 0 08 Nov 2023
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection Min Jae Jung S. Han Joohee Kim 23 13 0 01 Nov 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 22 16 0 26 Oct 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 21 13 0 22 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 8 19 0 19 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Zhimeng Xin Tianxu Wu Shiming Chen Yixiong Zou Ling Shao Xinge You 23 4 0 15 Sep 2023
Few-Shot Object Detection via Synthetic Features with Optimal Transport Anh-Khoa Nguyen Vu Thanh-Toan Do Vinh-Tiep Nguyen Tam Le M. Tran Tam V. Nguyen 31 1 0 29 Aug 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 21 9 0 27 Jul 2023
VoxDet: Voxel Learning for Novel Instance Detection Bowen Li Jiashun Wang Yaoyu Hu Chen Wang S. Scherer 25 6 0 26 May 2023
Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn Ondrej Bohdal Yinbing Tian Yongshuo Zong Ruchika Chavhan Da Li H. Gouk Li Guo Timothy M. Hospedales 27 5 0 12 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 16 71 0 09 May 2023
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore Images Yang Zhang Lei Cheng Yuting Peng C. Xu Yanwei Fu Bo Wu Guodong Sun ObjD 66 6 0 02 May 2023
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection B. Demirel Orhun Bugra Baran R. G. Cinbis 32 10 0 24 Apr 2023
Clustered-patch Element Connection for Few-shot Learning Jinxiang Lai Siqian Yang Junhong Zhou Wenlong Wu Xiao Chen Jun Liu Bin-Bin Gao Chengjie Wang 26 8 0 20 Apr 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 31 4 0 15 Apr 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection Jingyi Xu Hieu M. Le Dimitris Samaras ObjD 15 26 0 11 Apr 2023
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection Wenwen Zhang Xinyu Xiao Hangguan Shan Eryun Liu ObjD 24 0 0 24 Mar 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection Jiawei Ma Yulei Niu Jincheng Xu Shiyuan Huang G. Han Shih-Fu Chang ObjD 19 36 0 16 Mar 2023
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images Nanqing Liu Xun Xu Turgay Celik Zongxin Gan Hengchao Li 25 26 0 13 Mar 2023
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation Minh-Quan Le Tam V. Nguyen Trung-Nghia Le Thanh-Toan Do Minh N. Do M. Tran DiffM 42 13 0 09 Mar 2023
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging Karim Guirguis Johannes Meier George Eskandar Matthias Kayser B. Yang Juergen Beyerer 50 8 0 09 Mar 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Taehyean Choi Jong-Hwan Kim ObjD 14 6 0 20 Feb 2023
Few-Shot Object Detection via Variational Feature Aggregation Jiaming Han Yuqiang Ren Jian Ding Ke Yan Guisong Xia 27 63 0 31 Jan 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 27 17 0 03 Jan 2023
Proposal Distribution Calibration for Few-Shot Object Detection Bohao Li Chang-rui Liu Mengnan Shi Xiaozhong Chen Xiang Ji QiXiang Ye ObjD 19 5 0 15 Dec 2022