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
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion Boyuan Meng X. Zhang Peilin Li Zhe Wu Yiming Li Wenkai Zhao B. Yu Hui-Liang Shen ViT 69 0 0 02 May 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi S. Jing Xing Jian Liu ObjD VLM 79 0 0 27 Apr 2025
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection Linhua Kong Dongxia Chang Lian Liu Zisen Kong Pengyuan Li Yao Zhao 22 0 0 23 Apr 2025
Few-Shot Adaptation of Grounding DINO for Agricultural Domain Rajhans Singh Rafael Bidese Puhl Kshitiz Dhakal Sudhir Sornapudi 26 0 0 09 Apr 2025
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
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 58 0 0 03 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
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 77 1 0 24 Feb 2025
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 56 0 0 23 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 90 4 0 05 Jan 2025
Open-Set Object Detection By Aligning Known Class Representations Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 44 5 0 31 Dec 2024
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Xin Gao Yang Lin Ruiqing Li Yasha Wang Xu Chu Xinyu Ma Hailong Yu 31 1 0 23 Dec 2024
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 38 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
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 26 1 0 15 Oct 2024
Adaptive Masking Enhances Visual Grounding Sen Jia Lei Li 26 0 0 04 Oct 2024
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval Mankeerat Sidhu Hetarth Chopra Ansel Blume Jeonghwan Kim Revanth Gangi Reddy Heng Ji ObjD VLM 24 0 0 26 Sep 2024
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection Vladislav Li Georgios Tsoumplekas Ilias Siniosoglou Vasileios Argyriou A. Lytos Eleftherios Fountoukidis Panagiotis G. Sarigiannidis 23 1 0 20 Aug 2024
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection Yingjie Gao Yanan Zhang Ziyue Huang Nanqing Liu Di Huang ObjD 38 1 0 11 Aug 2024
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes Zhi Cai Yingjie Gao Yaoyan Zheng Nan Zhou Di Huang VLM 40 4 0 16 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
Semantic Enhanced Few-shot Object Detection Zheng Wang Yingjie Gao Qingjie Liu Yunhong Wang ObjD 40 3 0 19 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
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
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone? Van Nguyen Xingliang Yuan Tingmin Wu Surya Nepal M. Grobler Carsten Rudolph 22 1 0 09 Apr 2024
AirShot: Efficient Few-Shot Detection for Autonomous Exploration Zihan Wang Bowen Li Chen Wang Sebastian A. Scherer 19 5 0 07 Apr 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 47 1 0 24 Mar 2024
Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images Jiawei Zhou Wuzhou Li Yi Cao Hongtao Cai Xiang Li 22 1 0 20 Mar 2024
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization Zhao Wang Aoxue Li Fengwei Zhou Zhenguo Li Qi Dou ObjD VLM 24 2 0 14 Mar 2024
Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models Xin Li Yunfei Wu Xinghua Jiang Zhihao Guo Ming Gong Haoyu Cao Yinsong Liu Deqiang Jiang Xing Sun VLM 29 12 0 29 Feb 2024
Few-Shot Object Detection with Sparse Context Transformers Jie Mei Mingyuan Jiu H. Sahbi Xiaoheng Jiang Mingliang Xu ViT 17 0 0 14 Feb 2024
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector Yu Fu Yu Wang Yixuan Pan Lian Huai Xingyu Qiu Zeyu Shangguan Tong Liu Yanwei Fu Luc Van Gool Xingqun Jiang 39 13 0 05 Feb 2024
Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection Yuantao Yin Ping Yin 18 0 0 20 Jan 2024
Fine-Grained Prototypes Distillation for Few-Shot Object Detection Zichen Wang Bo Yang Haonan Yue Zhenghao Ma ObjD 18 15 0 15 Jan 2024
GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection Hefei Mei Taijin Zhao Shiyuan Tang Heqian Qiu Lanxiao Wang Minjian Zhang Fanman Meng Hongliang Li ObjD 16 1 0 27 Dec 2023
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 24 6 0 22 Dec 2023
Object-Aware Domain Generalization for Object Detection Wooju Lee Dasol Hong Hyungtae Lim Hyun Myung 37 15 0 19 Dec 2023
Decoupled DETR For Few-shot Object Detection Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 26 1 0 20 Nov 2023
Learning Discriminative Features for Crowd Counting Yuehai Chen Qingzhong Wang Jing Yang Badong Chen Haoyi Xiong Shaoyi Du 25 6 0 08 Nov 2023
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval Jiayi Chen H. Dai Bo Dai Aidong Zhang Wei Wei 21 2 0 01 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
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer Jianwei Zhang Suren Jayasuriya Visar Berisha SSL 25 2 0 25 Oct 2023
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training Divij Gupta Ali Etemad 19 2 0 23 Oct 2023
SCoRe: Submodular Combinatorial Representation Learning Anay Majee Suraj Kothawade Krishnateja Killamsetty Rishabh K. Iyer 18 1 0 29 Sep 2023
Detect Everything with Few Examples Xinyu Zhang Yuting Wang Abdeslam Boularias ObjD VLM 21 13 0 22 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection Zhimeng Xin Tianxu Wu Shiming Chen Yixiong Zou Ling Shao Xinge You 29 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
Automated Semiconductor Defect Inspection in Scanning Electron Microscope Images: a Systematic Review Thibault Lechien Enrique Dehaerne Bappaditya Dey Victor Blanco Sandip Halder S. de Gendt Wannes Meert 11 6 0 16 Aug 2023