Few-shot Adaptive Faster R-CNN

22 March 2019

Papers citing "Few-shot Adaptive Faster R-CNN"

50 / 53 papers shown

Title
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao-Qiang Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
CornerPoint3D: Look at the Nearest Corner Instead of the Center Ruixiao Zhang Runwei Guan X. Chen Adam Prugel-Bennett Xiaohao Cai 3DPC 48 0 0 03 Apr 2025
Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection Ruixiao Zhang Juheon Lee Xiaohao Cai Adam Prugel-Bennett 3DPC 24 1 0 22 Aug 2024
Few-Shot Domain Adaptive Object Detection for Microscopic Images Sumayya Inayat Nimra Dilawar Waqas Sultani Mohsen Ali 36 2 0 10 Jul 2024
Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection Ruixiao Zhang Yihong Wu Juheon Lee Adam Prugel-Bennett Xiaohao Cai 30 1 0 04 Jul 2024
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection M. L. Mekhalfi Davide Boscaini Fabio Poiesi 25 6 0 29 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection Zeyu Shangguan Mohammad Rostami ObjD 29 12 0 15 Aug 2023
SF-FSDA: Source-Free Few-Shot Domain Adaptive Object Detection with Efficient Labeled Data Factory Hanqi Sun R. Gong Konrad Schindler Luc Van Gool 22 1 0 07 Jun 2023
Best-Effort Adaptation Pranjal Awasthi Corinna Cortes M. Mohri 11 7 0 10 May 2023
Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning Yuanshi Gonga Xiaoqiao Wanga Chichun Zhou 27 5 0 27 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 16 4 0 07 Apr 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière DiffM 45 27 0 31 Mar 2023
Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Yuecong Xu Jianfei Yang Yunjiao Zhou Zhenghua Chen Min-man Wu Xiaoli Li 27 5 0 18 Mar 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Prabhu David Acuna Andy Liao Rafid Mahmood M. Law Judy Hoffman Sanja Fidler James Lucas 23 11 0 09 Feb 2023
Self-Distillation for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 17 15 0 15 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
Domain Adaptive Person Search Junjie Li Yichao Yan Guanshuo Wang Fufu Yu Qiong Jia Shouhong Ding 42 11 0 25 Jul 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 23 1 0 11 Apr 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
Integrated Multiscale Domain Adaptive YOLO Mazin Hnewa H. Radha 13 36 0 07 Feb 2022
A Comparative Review of Recent Few-Shot Object Detection Algorithms Jiaxu Leng Taiyue Chen Gao Xinbo Yongtao Yu Ye Wang Feng Gao Wang Yue ObjD 14 15 0 30 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 22 15 0 21 Oct 2021
Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Alan Preciado-Grijalva Venkata Santosh Sai Ramireddy Muthireddy OOD 24 4 0 28 Sep 2021
PnP-DETR: Towards Efficient Visual Analysis with Transformers Tao Wang Li Yuan Yunpeng Chen Jiashi Feng Shuicheng Yan ViT 22 82 0 15 Sep 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 20 0 0 13 Sep 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Limeng Qiao Yuxuan Zhao Zhiyuan Li Xi Qiu Jianan Wu Chi Zhang ObjD 19 196 0 20 Aug 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection Aming Wu R. Liu Yahong Han Linchao Zhu Yi Yang 19 103 0 15 Aug 2021
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Muhammed Muzammul Xi Li ObjD 19 11 0 16 Jul 2021
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation Niklas Hanselmann N. Schneider Benedikt Ortelt Andreas Geiger 16 2 0 09 Jul 2021
Multi-Source Domain Adaptation for Object Detection Xingxu Yao Sicheng Zhao Pengfei Xu Jufeng Yang ObjD 10 44 0 30 Jun 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection Shizhao Zhang H. Tuo Jian Hu Z. Jing ObjD 22 57 0 26 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction Mateusz Michalkiewicz Stavros Tsogkas Sarah Parisot Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 3DPC 9 2 0 11 Jun 2021
Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection Mazin Hnewa H. Radha ObjD 11 83 0 02 Jun 2021
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection Keren Ye Adriana Kovashka Mark Sandler Menglong Zhu Andrew G. Howard Marco Fornoni AAML MQ 16 7 0 04 Jan 2021
Restoring Negative Information in Few-Shot Object Detection Yukuan Yang Fangyun Wei Miaojing Shi Guoqi Li ObjD 8 61 0 22 Oct 2020
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes Li Yuan Shuning Chang Xuecheng Nie Ziyuan Huang Yichen Zhou Yupeng Chen Jiashi Feng Shuicheng Yan 19 15 0 16 Oct 2020
Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes Li Yuan Yichen Zhou Shuning Chang Ziyuan Huang Yupeng Chen Xuecheng Nie Tao Wang Jiashi Feng Shuicheng Yan 6 7 0 16 Oct 2020
A Simple Baseline for Pose Tracking in Videos of Crowded Scenes Li Yuan Shuning Chang Ziyuan Huang Yichen Zhou Yupeng Chen Xuecheng Nie Francis E. H. Tay Jiashi Feng Shuicheng Yan VOT 27 4 0 16 Oct 2020
$SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection$ SF-UDA $^{3D}$ : Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Cristiano Saltori Stéphane Lathuilière N. Sebe Elisa Ricci Fabio Galasso 3DPC 14 35 0 16 Oct 2020
From Handcrafted to Deep Features for Pedestrian Detection: A Survey Jiale Cao Yanwei Pang Jin Xie F. Khan Ling Shao ObjD 11 107 0 01 Oct 2020
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao Guanbin Li Ruijia Xu Liang Lin ObjD 6 104 0 17 Sep 2020
Similarity-based data mining for online domain adaptation of a sonar ATR system Jean de Bodinat Thomas Guerneve Jose Vazquez Marija Jegorova 34 3 0 16 Sep 2020
A Discriminative Technique for Multiple-Source Adaptation Corinna Cortes M. Mohri A. Suresh Ningshan Zhang 10 1 0 25 Aug 2020
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data Yishay Mansour M. Mohri Jae Hun Ro A. Suresh Ke Wu 41 28 0 19 Jul 2020
Curriculum Manager for Source Selection in Multi-Source Domain Adaptation Luyu Yang Yogesh Balaji Ser-Nam Lim Abhinav Shrivastava 11 110 0 02 Jul 2020
Few-shot Object Detection on Remote Sensing Images J. Deng Xiang Li Yi Fang ObjD 6 131 0 14 Jun 2020
Train in Germany, Test in The USA: Making 3D Object Detectors Generalize Yan Wang Xiangyu Chen Yurong You Li Erran B. Hariharan M. Campbell Kilian Q. Weinberger Wei-Lun Chao 3DPC 14 182 0 17 May 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting Dongnan Liu Donghao Zhang Yang Song Fan Zhang L. O’Donnell Heng-Chiao Huang Mei Chen Weidong (Tom) Cai 35 75 0 05 May 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 16 81 0 09 Mar 2020
Deep Domain Adaptive Object Detection: a Survey Wanyi Li Fuyu Li Yongkang Luo Peng Wang Jia sun ObjD 11 60 0 17 Feb 2020