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
MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare Yann Labbé Lucas Manuelli Arsalan Mousavian Stephen Tyree Stan Birchfield Jonathan Tremblay Justin Carpentier Mathieu Aubry D. Fox Josef Sivic 23 126 0 13 Dec 2022
ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields Octave Mariotti Oisin Mac Aodha Hakan Bilen 34 2 0 01 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
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization Mengmeng Xu Yanghao Li Cheng-Yang Fu Bernard Ghanem Tao Xiang Juan-Manuel Perez-Rua 25 13 0 18 Nov 2022
Spatial Reasoning for Few-Shot Object Detection Geonuk Kim Ho-Choul Jung Seong-Whan Lee ObjD 25 33 0 02 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
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
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 17 2 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
Exploring Effective Knowledge Transfer for Few-shot Object Detection Zhiyuan Zhao Qingjie Liu Yunhong Wang 27 8 0 05 Oct 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 21 28 0 26 Aug 2022
Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification Xixi Wang Xiao Wang Bo Jiang Bin Luo 21 42 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
Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning Dong Huk Park Jongmin Lee ObjD 12 11 0 15 Aug 2022
Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation Gongjie Zhang Zhipeng Luo Kaiwen Cui Shijian Lu Eric P. Xing ViT 36 93 0 30 Jul 2022
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion Gongjie Zhang Zhipeng Luo Jiaxing Huang Shijian Lu Eric P. Xing ViT 39 20 0 28 Jul 2022
Translating a Visual LEGO Manual to a Machine-Executable Plan Ruocheng Wang Yunzhi Zhang Jiayuan Mao Chin-Yi Cheng Jiajun Wu 16 18 0 25 Jul 2022
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations Wenjie Pei Shuang Wu Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM 16 11 0 25 Jul 2022
Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection Shuang Wu Wenjie Pei Dianwen Mei Fanglin Chen Jiandong Tian Guangming Lu VLM ObjD 23 31 0 22 Jul 2022
Few-shot Object Counting and Detection T. Nguyen Chau Pham Khoi Duc Minh Nguyen Minh Hoai 11 47 0 22 Jul 2022
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter T. Ngo Khoi Duc Minh Nguyen 3DPC 17 3 0 22 Jul 2022
3D-Augmented Contrastive Knowledge Distillation for Image-based Object Pose Estimation Zhidan Liu Zhen Xing Xiangdong Zhou Yijiang Chen G. Zhou 3DH 13 3 0 02 Jun 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 9 4 0 01 Jun 2022
iFS-RCNN: An Incremental Few-shot Instance Segmenter Khoi Duc Minh Nguyen S. Todorovic ISeg CLL 47 23 0 31 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 36 342 0 13 May 2022
MINI: Mining Implicit Novel Instances for Few-Shot Object Detection Yuhang Cao Jiaqi Wang Yiqi Lin Dahua Lin ObjD 14 5 0 06 May 2022
Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images Yuan-Bin Liu Yilin Wen Sida Peng Chu-Hsing Lin Xiaoxiao Long Taku Komura Wenping Wang 18 115 0 22 Apr 2022
Few-Shot Object Detection with Proposal Balance Refinement Sueyeon Kim Woo-Jeoung Nam Seong-Whan Lee ObjD 25 3 0 22 Apr 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 19 20 0 16 Apr 2022
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Karim Guirguis Ahmed Hendawy George Eskandar Mohamed Abdelsamad Matthias Kayser Jürgen Beyerer 11 15 0 11 Apr 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 13 1 0 11 Apr 2022
Zero-Shot Category-Level Object Pose Estimation Walter Goodwin S. Vaze Ioannis Havoutis Ingmar Posner ViT 26 57 0 07 Apr 2022
Few-Shot Object Detection with Fully Cross-Transformer G. Han Jiawei Ma Shiyuan Huang Long Chen Shih-Fu Chang 10 129 0 28 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 16 27 0 27 Mar 2022
Sylph: A Hypernetwork Framework for Incremental Few-shot Object Detection Li Yin Juan-Manuel Perez-Rua Kevin J Liang ObjD 9 34 0 25 Mar 2022
Efficient Few-Shot Object Detection via Knowledge Inheritance Ze Yang Chi Zhang Ruibo Li Yi Tian Xu Guosheng Lin VLM 17 33 0 23 Mar 2022
Semantic-aligned Fusion Transformer for One-shot Object Detection Yizhou Zhao Xun Guo Yan Lu ViT ObjD 20 21 0 17 Mar 2022
Accelerating DETR Convergence via Semantic-Aligned Matching Gongjie Zhang Zhipeng Luo Yingchen Yu Kaiwen Cui Shijian Lu ViT 43 100 0 14 Mar 2022
Mobile Robot Manipulation using Pure Object Detection Brent A. Griffin 34 7 0 28 Jan 2022
A Unified Framework for Attention-Based Few-Shot Object Detection Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 22 2 0 06 Jan 2022
Few-Shot Object Detection: A Comprehensive Survey Mona Köhler M. Eisenbach H. Groß ObjD 11 58 0 22 Dec 2021
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks G. Han Yicheng He Shiyuan Huang Jiawei Ma Shih-Fu Chang ObjD 17 102 0 17 Dec 2021
Label, Verify, Correct: A Simple Few Shot Object Detection Method Prannay Kaul Weidi Xie Andrew Zisserman ObjD 12 79 0 10 Dec 2021
A Survey of Deep Learning for Low-Shot Object Detection Qihan Huang Haofei Zhang Mengqi Xue Jie Song Mingli Song ObjD 33 18 0 06 Dec 2021
AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration Bowen Li Chen Wang Pranay Reddy Seungchan Kim S. Scherer ViT 11 25 0 03 Dec 2021
Few-Shot Object Detection via Association and DIscrimination Yuhang Cao Jiaqi Wang Ying Jin Tong Wu Kai-xiang Chen Ziwei Liu Dahua Lin ObjD 13 82 0 23 Nov 2021
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection Ashutosh Agarwal Anay Majee A. Subramanian Chetan Arora 8 4 0 12 Nov 2021
Meta Guided Metric Learner for Overcoming Class Confusion in Few-Shot Road Object Detection Anay Majee A. Subramanian Kshitij Agrawal 10 3 0 28 Oct 2021