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Few-Shot Object Detection with Fully Cross-Transformer
Computer Vision and Pattern Recognition (CVPR), 2022
28 March 2022
G. Han
Jiawei Ma
Shiyuan Huang
Long Chen
Shih-Fu Chang
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Papers citing
"Few-Shot Object Detection with Fully Cross-Transformer"
35 / 35 papers shown
FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection
Shubham Trehan
U. Ramachandran
Akash Rao
Ruth Scimeca
Sathyanarayanan N. Aakur
VLM
150
0
0
10 Oct 2025
Few-Shot Pattern Detection via Template Matching and Regression
Eunchan Jo
Dahyun Kang
Sanghyun Kim
Yunseon Choi
Minsu Cho
176
0
0
25 Aug 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
471
43
0
20 May 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
554
8
0
25 Feb 2025
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment
Zeyu Shangguan
Daniel Seita
Mohammad Rostami
ObjD
384
1
0
23 Feb 2025
Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images
Xiangyong Lu
Masanori Suganuma
Takayuki Okatani
506
2
0
03 Dec 2024
MoDE: CLIP Data Experts via Clustering
Jiawei Ma
Po-Yao Huang
Saining Xie
Shang-Wen Li
Luke Zettlemoyer
Shih-Fu Chang
Anuj Kumar
Hu Xu
MoE
CLIP
VLM
281
26
0
24 Apr 2024
AirShot: Efficient Few-Shot Detection for Autonomous Exploration
Zihan Wang
Bowen Li
Chen Wang
Sebastian A. Scherer
247
15
0
07 Apr 2024
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
468
3
0
24 Mar 2024
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
243
1
0
08 Nov 2023
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection
Computer Vision and Image Understanding (CVIU), 2023
Min Jae Jung
S. Han
Joohee Kim
431
24
0
01 Nov 2023
Detect Everything with Few Examples
Conference on Robot Learning (CoRL), 2023
Xinyu Zhang
Yuting Wang
Abdeslam Boularias
ObjD
VLM
418
24
0
22 Sep 2023
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection
IEEE Transactions on Image Processing (IEEE TIP), 2023
Zhimeng Xin
Tianxu Wu
Shiming Chen
Yixiong Zou
Ling Shao
Xinge You
193
16
0
15 Sep 2023
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions
Vehicular Communications (Veh. Commun.), 2023
Vibha Bharilya
Neetesh Kumar
309
109
0
12 Jul 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation
IEEE Access (IEEE Access), 2023
Thanh-Tung Phan-Nguyen
Anh-Khoa Nguyen Vu
Nhat-Duy Nguyen
Vinh-Tiep Nguyen
T. Ngo
Thanh-Toan Do
M. Tran
Tam V. Nguyen
392
9
0
15 Apr 2023
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Aoxiang Fan
Hieu M. Le
Dimitris Samaras
ObjD
293
44
0
11 Apr 2023
Identification of Novel Classes for Improving Few-Shot Object Detection
Zeyu Shangguan
Mohammad Rostami
ObjD
283
19
0
18 Mar 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Jiawei Ma
Yulei Niu
Jincheng Xu
Shiyuan Huang
G. Han
Shih-Fu Chang
ObjD
237
68
0
16 Mar 2023
An Effective Crop-Paste Pipeline for Few-shot Object Detection
Shaobo Lin
Kun Wang
Xingyu Zeng
Ruili Zhao
324
11
0
28 Feb 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yue Han
Jiangning Zhang
Zhucun Xue
Chao Xu
Xintian Shen
Yabiao Wang
Chengjie Wang
Yong Liu
Xiangtai Li
377
24
0
03 Jan 2023
Proposal Distribution Calibration for Few-Shot Object Detection
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Bohao Li
Chang-rui Liu
Mengnan Shi
Xiaozhong Chen
Xiang Ji
QiXiang Ye
ObjD
310
12
0
15 Dec 2022
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2022
Xiaonan Lu
Wenhui Diao
Yongqiang Mao
Junxi Li
Peijin Wang
Xian Sun
Kun Fu
ObjD
223
63
0
27 Nov 2022
Enhancing Few-shot Image Classification with Cosine Transformer
IEEE Access (IEEE Access), 2022
Quang-Huy Nguyen
Cuong Q. Nguyen
Dung D. Le
Hieu H. Pham
ViT
332
18
0
13 Nov 2022
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial Images
Pierre Le Jeune
Anissa Zergaïnoh-Mokraoui
ObjD
276
8
0
25 Oct 2022
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
IEEE International Conference on Computer Vision (ICCV), 2022
Adrian Bulat
Ricardo Guerrero
Brais Martínez
Georgios Tzimiropoulos
299
60
0
10 Oct 2022
Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method
ACM Multimedia (ACM MM), 2022
Jun Liu
Yang Wang
Jiaogen Zhou
Chenbo Zhang
Yinglu Zhang
Jihong Guan
Yatao Bian
Shuigeng Zhou
322
17
0
08 Oct 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiangmeng Li
Yanan Zhang
Jingyao Wang
Hui Xiong
Chengbo Jiao
Xiaohui Hu
Changwen Zheng
Gang Hua
CML
335
45
0
26 Aug 2022
Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification
Xixi Wang
Tianlin Li
Bo Jiang
Bin Luo
337
63
0
26 Aug 2022
Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning
Dong Huk Park
Jongmin Lee
ObjD
497
17
0
15 Aug 2022
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection
IEEE International Conference on Computer Vision (ICCV), 2022
Yifan Zhang
Xiaosong Zhang
Zhiliang Peng
Zonghao Guo
Fang Wan
Xian-Wei Ji
QiXiang Ye
ObjD
267
30
0
19 May 2022
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting
G. Han
Long Chen
Jiawei Ma
Shiyuan Huang
Ramalingam Chellappa
Shih-Fu Chang
VLM
426
24
0
16 Apr 2022
Few-Shot Object Detection: A Comprehensive Survey
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Mona Köhler
M. Eisenbach
H. Groß
ObjD
382
106
0
22 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection
ACM Computing Surveys (CSUR), 2021
Qihan Huang
Haofei Zhang
Mengqi Xue
Mingli Song
Xiuming Zhang
ObjD
516
24
0
06 Dec 2021
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
AAAI Conference on Artificial Intelligence (AAAI), 2021
G. Han
Shiyuan Huang
Jiawei Ma
Yicheng He
Shih-Fu Chang
ObjD
437
197
0
15 Apr 2021
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Shiyuan Huang
Jiawei Ma
G. Han
Shih-Fu Chang
BDL
374
32
0
24 Dec 2020
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