FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding

10 March 2021

Papers citing "FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding"

50 / 145 papers shown

Title
Improved Region Proposal Network for Enhanced Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 23 11 0 15 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 30 17 0 03 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 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
Rethinking Intersection Over Union for Small Object Detection in Few-Shot Regime Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 14 6 0 17 Jul 2023
Multi-Modal Classifiers for Open-Vocabulary Object Detection Prannay Kaul Weidi Xie Andrew Zisserman ObjD VLM MLLM 14 47 0 08 Jun 2023
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data Na Dong Yongqiang Zhang Mingli Ding G. Lee 20 3 0 22 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
Instance-level Few-shot Learning with Class Hierarchy Mining Anh-Khoa Nguyen Vu Thanh-Toan Do Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Tam V. Nguyen 19 11 0 15 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 33 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
Explore the Power of Synthetic Data on Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 27 32 0 23 Mar 2023
Identification of Novel Classes for Improving Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 21 13 0 18 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 30 26 0 13 Mar 2023
Multi-Content Interaction Network for Few-Shot Segmentation Hao Chen Yunlong Yu Yonghan Dong Zhe-Ming Lu Yingming Li Zhongfei Zhang 19 3 0 11 Mar 2023
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Phi Vu Tran ObjD 20 2 0 10 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
An Effective Crop-Paste Pipeline for Few-shot Object Detection Shaobo Lin Kun Wang Xingyu Zeng Ruili Zhao 13 6 0 28 Feb 2023
Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach Taehyean Choi Jong-Hwan Kim ObjD 19 6 0 20 Feb 2023
Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving Jiawei Liu Xingping Dong Sanyuan Zhao Jianbing Shen 3DPC 17 8 0 08 Feb 2023
Few-Shot Object Detection via Variational Feature Aggregation Jiaming Han Yuqiang Ren Jian Ding Ke Yan Guisong Xia 29 63 0 31 Jan 2023
Explore the Power of Dropout on Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 26 0 0 26 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 29 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
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection Xiaonan Lu Wenhui Diao Yongqiang Mao Junxi Li Peijin Wang Xian Sun Kun Fu ObjD 25 33 0 27 Nov 2022
Few-shot Object Detection with Refined Contrastive Learning Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 17 7 0 24 Nov 2022
Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning Zhongxiang Zhou Yifei Yang Yue Wang R. Xiong ObjD 8 13 0 21 Nov 2022
tSF: Transformer-based Semantic Filter for Few-Shot Learning Jinxiang Lai Siqian Yang Wenlong Liu Yi Zeng Zhongyi Huang Wenlong Wu Jun Liu Bin-Bin Gao Chengjie Wang VLM 10 19 0 02 Nov 2022
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection Shan Zhang Naila Murray Lei Wang Piotr Koniusz ViT 27 16 0 30 Oct 2022
Towards Generalized Few-Shot Open-Set Object Detection Binyi Su Hua Zhang Jingzhi Li Zhongjun Zhou 43 9 0 28 Oct 2022
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 11 3 0 25 Oct 2022
A Unified Framework with Meta-dropout for Few-shot Learning Shaobo Lin Xingyu Zeng Rui Zhao 14 1 0 12 Oct 2022
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors Karim Guirguis Mohamed Abdelsamad George Eskandar Ahmed Hendawy Matthias Kayser B. Yang Jürgen Beyerer ObjD 19 2 0 11 Oct 2022
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection Shizhen Zhao Xiaojuan Qi 3DPC 40 17 0 11 Oct 2022
Enabling ISP-less Low-Power Computer Vision Gourav Datta Zeyu Liu Zihan Yin Linyu Sun Akhilesh R. Jaiswal P. Beerel VLM 11 7 0 11 Oct 2022
CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection Wuti Xiong 56 13 0 11 Oct 2022
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training Adrian Bulat Ricardo Guerrero Brais Martínez Georgios Tzimiropoulos 37 30 0 10 Oct 2022
Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method Lu Zhang Yang Wang Jiaogen Zhou Chenbo Zhang Yinglu Zhang Jihong Guan Yatao Bian Shuigeng Zhou 24 9 0 08 Oct 2022
Exploring Effective Knowledge Transfer for Few-shot Object Detection Zhiyuan Zhao Qingjie Liu Yunhong Wang 27 8 0 05 Oct 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 43 26 0 22 Sep 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 23 29 0 07 Sep 2022
A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection Chen Sun Liang Gao Xinyu Li Yiping Gao CLL 24 5 0 01 Sep 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Jiangmeng Li Yanan Zhang Wenwen Qiang Lingyu Si Chengbo Jiao Xiaohui Hu Changwen Zheng Fuchun Sun CML 26 28 0 26 Aug 2022
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors Gongjie Zhang Zhipeng Luo Zichen Tian Yingchen Yu Jingyi Zhang Shijian Lu 30 26 0 24 Aug 2022
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection Jinhwan Seo Wonho Bae Danica J. Sutherland Junhyug Noh Daijin Kim WSOD 20 27 0 16 Aug 2022