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FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding
Computer Vision and Pattern Recognition (CVPR), 2021
10 March 2021
Bo Sun
Banghuai Li
Shengcai Cai
Ye Yuan
Fangqiu Yi
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Github (287★)
Papers citing
"FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding"
50 / 152 papers shown
Did Models Sufficient Learn? Attribution-Guided Training via Subset-Selected Counterfactual Augmentation
Yannan Chen
Ruoyu Chen
Bin Zeng
Wei Wang
Shiming Liu
Qunli Zhang
Zheng Hu
L. Wang
Y. Wang
Xiaochun Cao
169
1
0
15 Nov 2025
Prototype-Driven Adaptation for Few-Shot Object Detection
Yushen Huang
Zhiming Wang
ObjD
192
0
0
29 Oct 2025
Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts
Chen Li
Huiying Xu
Changxin Gao
Zeyu Wang
Y. Liu
Xinzhong Zhu
181
0
0
22 Oct 2025
FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection
Shubham Trehan
U. Ramachandran
Akash Rao
Ruth Scimeca
Sathyanarayanan N. Aakur
VLM
159
0
0
10 Oct 2025
FSMODNet: A Closer Look at Few-Shot Detection in Multispectral Data
Manuel Nkegoum
M. Pham
Elisa Fromont
Bruno Avignon
Sébastien Lefèvre
177
1
0
25 Sep 2025
Few-Shot Pattern Detection via Template Matching and Regression
Eunchan Jo
Dahyun Kang
Sanghyun Kim
Yunseon Choi
Minsu Cho
183
0
0
25 Aug 2025
Few-Shot Learning in Video and 3D Object Detection: A Survey
Md Meftahul Ferdaus
Kendall N. Niles
Joe Tom
Mahdi Abdelguerfi
Elias Ioup
3DPC
265
2
0
22 Jul 2025
Few-Shot Object Detection via Spatial-Channel State Space Model
Zhimeng Xin
Tianxu Wu
Yixiong Zou
Shiming Chen
Dingjie Fu
Xinge You
Mamba
219
0
0
21 Jul 2025
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
Yu Li
Xingyu Qiu
Yuqian Fu
Jie Chen
Tianwen Qian
...
Danda Pani Paudel
Yanwei Fu
Xuanjing Huang
Luc Van Gool
Yu-Gang Jiang
451
12
0
06 Jun 2025
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
Neural Information Processing Systems (NeurIPS), 2025
Bin-Bin Gao
Xiaochen Chen
Z. Huang
Congchong Nie
Jun Liu
Jinxiang Lai
Guannan Jiang
Xi-Zhao Wang
Chengjie Wang
482
44
0
20 May 2025
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion
Boyuan Meng
Xinming Zhang
Peilin Li
Zhe Wu
Yiming Li
Wenkai Zhao
B. Yu
Hui-Liang Shen
ViT
754
3
0
02 May 2025
DG-DETR: Toward Domain Generalized Detection Transformer
Pattern Recognition Letters (Pattern Recogn. Lett.), 2025
Seongmin Hwang
Daeyoung Han
Moongu Jeon
ViT
374
0
0
28 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction
Xiaoran Xu
Jiangang Yang
Wenyue Chong
Wenhui Shi
Siyang Song
Jing Xing
Jian Liu
ObjD
VLM
462
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
310
0
0
23 Apr 2025
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Ruoyu Chen
Hua Zhang
Jingzhi Li
Li Liu
Zhen Huang
Simeng Qin
357
10
0
09 Apr 2025
Few-Shot Adaptation of Grounding DINO for Agricultural Domain
Rajhans Singh
Rafael Bidese Puhl
Kshitiz Dhakal
Sudhir Sornapudi
347
3
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
361
21
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06 Apr 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Boyong He
Yuxiang Ji
Qianwen Ye
Zhuoyue Tan
Liaoni Wu
DiffM
632
6
0
03 Mar 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection
International Conference on Learning Representations (ICLR), 2025
Anh-Khoa Nguyen Vu
Quoc-Truong Truong
Vinh-Tiep Nguyen
T. Ngo
Thanh-Toan Do
Tam V. Nguyen
563
9
0
25 Feb 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xiaoran Xu
Jiangang Yang
Wenhui Shi
Siyuan Ding
Luqing Luo
Jian Liu
516
10
0
24 Feb 2025
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment
Zeyu Shangguan
Daniel Seita
Mohammad Rostami
ObjD
410
2
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23 Feb 2025
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing
Hui Lin
Nan Li
Pengjuan Yao
Kexin Dong
Yuhan Guo
Danfeng Hong
Yanzhe Zhang
Congcong Wen
428
17
0
05 Jan 2025
Open-Set Object Detection By Aligning Known Class Representations
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Hiran Sarkar
Vishal M. Chudasama
N. Onoe
Pankaj Wasnik
Vineeth N. Balasubramanian
ObjD
254
9
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31 Dec 2024
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning
IEEE International Conference on Data Engineering (ICDE), 2024
Xin Gao
Yang Lin
Ruiqing Li
Yasha Wang
Xu Chu
Xinyu Ma
Hailong Yu
409
5
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
335
1
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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
360
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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
348
11
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15 Oct 2024
Adaptive Masking Enhances Visual Grounding
Sen Jia
Lei Li
248
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04 Oct 2024
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval
Computer Vision and Pattern Recognition (CVPR), 2024
Mankeerat Sidhu
Hetarth Chopra
Ansel Blume
Jeonghwan Kim
Revanth Gangi Reddy
Heng Ji
ObjD
VLM
218
3
0
26 Sep 2024
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection
International Symposium on Industrial Embedded Systems (ISIES), 2024
Vladislav Li
Georgios Tsoumplekas
Ilias Siniosoglou
Vasileios Argyriou
A. Lytos
Eleftherios Fountoukidis
Panagiotis G. Sarigiannidis
349
4
0
20 Aug 2024
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection
ACM Multimedia (MM), 2024
Yingjie Gao
Yanan Zhang
Ziyue Huang
Nanqing Liu
Di Huang
ObjD
308
13
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
484
22
0
16 Jul 2024
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection
Anay Majee
Ryan Sharp
Rishabh K. Iyer
336
11
0
02 Jul 2024
Semantic Enhanced Few-shot Object Detection
International Conference on Information Photonics (ICIP), 2024
Zheng Wang
Yingjie Gao
Qingjie Liu
Yunhong Wang
ObjD
336
4
0
19 Jun 2024
InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Wuzhou Li
Jiawei Zhou
Xiang Li
Yi Cao
Guanglu Jin
Xuemin Zhang
375
8
0
18 May 2024
Targeted Augmentation for Low-Resource Event Extraction
Sijia Wang
Lifu Huang
390
4
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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
409
4
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30 Apr 2024
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone?
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Xingliang Yuan
Tingmin Wu
Surya Nepal
M. Grobler
Carsten Rudolph
265
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AirShot: Efficient Few-Shot Detection for Autonomous Exploration
Zihan Wang
Bowen Li
Chen Wang
Sebastian A. Scherer
260
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Cross-domain Multi-modal Few-shot Object Detection via Rich Text
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Zeyu Shangguan
Daniel Seita
Mohammad Rostami
ObjD
474
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24 Mar 2024
Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images
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Wuzhou Li
Yi Cao
Hongtao Cai
Xiang Li
342
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Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization
British Machine Vision Conference (BMVC), 2024
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Aoxue Li
Fengwei Zhou
Zhenguo Li
Qi Dou
ObjD
VLM
298
5
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14 Mar 2024
Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models
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Yunfei Wu
Xinghua Jiang
Zhihao Guo
Ming Gong
Haoyu Cao
Yinsong Liu
Deqiang Jiang
Xing Sun
VLM
243
42
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29 Feb 2024
Few-Shot Object Detection with Sparse Context Transformers
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Mingyuan Jiu
H. Sahbi
Xiaoheng Jiang
Mingliang Xu
ViT
198
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Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
European Conference on Computer Vision (ECCV), 2024
Yu Fu
Yu Wang
Yixuan Pan
Lian Huai
Xingyu Qiu
Zeyu Shangguan
Tong Liu
Yanwei Fu
Luc Van Gool
Xingqun Jiang
371
65
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Stability Plasticity Decoupled Fine-tuning For Few-shot end-to-end Object Detection
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Ping Yin
227
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Fine-Grained Prototypes Distillation for Few-Shot Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Zichen Wang
Bo Yang
Haonan Yue
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ObjD
358
50
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15 Jan 2024
GRSDet: Learning to Generate Local Reverse Samples for Few-shot Object Detection
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Taijin Zhao
Shiyuan Tang
Heqian Qiu
Lanxiao Wang
Minjian Zhang
Fanman Meng
Hongliang Li
ObjD
384
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Revisiting Few-Shot Object Detection with Vision-Language Models
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Neehar Peri
Shu Kong
Deva Ramanan
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Object-Aware Domain Generalization for Object Detection
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448
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19 Dec 2023
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