Few-Example Object Detection with Model Communication

26 June 2017

Liang Zheng

Yi Yang

Papers citing "Few-Example Object Detection with Model Communication"

50 / 54 papers shown

Title
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud? Chenqiang Gao Chuandong Liu Jun Shu Fangcen Liu Jiang-Dong Liu Luyu Yang Xinbo Gao Deyu Meng 34 2 0 05 Mar 2024
Multi-Modal Few-Shot Temporal Action Detection Sauradip Nag Mengmeng Xu Xiatian Zhu Juan-Manuel Perez-Rua Guohao Li Yi-Zhe Song Tao Xiang VLM 30 6 0 27 Nov 2022
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Yu-Yun Tseng Alexander Bell Danna Gurari 34 8 0 24 Jul 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 23 27 0 27 Mar 2022
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework Xinyi Zou Y. Yan Jing-Hao Xue Si Chen Hanzi Wang 43 14 0 18 Jan 2022
A Survey of Deep Learning for Low-Shot Object Detection Qihan Huang Haofei Zhang Mengqi Xue Mingli Song Xiuming Zhang ObjD 43 18 0 06 Dec 2021
Bootstrap Your Object Detector via Mixed Training Mengde Xu Zheng-Wei Zhang Fangyun Wei Yutong Lin Yue Cao Stephen Lin Han Hu Xiang Bai ObjD 32 6 0 04 Nov 2021
Few-Shot Temporal Action Localization with Query Adaptive Transformer Sauradip Nag Xiatian Zhu Tao Xiang 11 19 0 20 Oct 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Limeng Qiao Yuxuan Zhao Zhiyuan Li Xi Qiu Jianan Wu Chi Zhang ObjD 30 197 0 20 Aug 2021
Semi-supervised Anatomical Landmark Detection via Shape-regulated Self-training Runnan Chen Yuexin Ma Lingjie Liu Nenglun Chen Zhiming Cui Guodong Wei Wenping Wang 31 27 0 28 May 2021
Hallucination Improves Few-Shot Object Detection Weilin Zhang Yu-xiong Wang ObjD 57 110 0 04 May 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Chenchen Zhu Fangyi Chen Uzair Ahmed Zhiqiang Shen Marios Savvides ObjD 104 178 0 02 Mar 2021
MM-FSOD: Meta and metric integrated few-shot object detection Yuewen Li W. Feng Shuchang Lyu Qi Zhao Xuliang Li ObjD 20 12 0 30 Dec 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 22 47 0 06 Sep 2020
Many-shot from Low-shot: Learning to Annotate using Mixed Supervision for Object Detection C. Biffi Jingyu Sun Philip Torr A. Leonardis Sarah Parisot ObjD 20 12 0 21 Aug 2020
Localizing the Common Action Among a Few Videos Pengwan Yang Vincent Tao Hu Pascal Mettes Cees G. M. Snoek 12 20 0 13 Aug 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 46 315 0 23 Jul 2020
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection Jiaxi Wu Songtao Liu Di Huang Yunhong Wang ObjD 28 282 0 18 Jul 2020
MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Baoquan Zhang Ka-Cheong Leung Yunming Ye Xutao Li 20 1 0 05 Jul 2020
Few-shot Object Detection on Remote Sensing Images J. Deng Xiang Li Yi Fang ObjD 18 131 0 14 Jun 2020
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets K. Yan Jinzheng Cai Adam P. Harrison D. Jin Jing Xiao Le Lu 23 17 0 28 May 2020
A Concise Review of Recent Few-shot Meta-learning Methods Xiaoxu Li Z. Sun Jing-Hao Xue Zhanyu Ma VLM OffRL 20 130 0 22 May 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer Xiaoxu Li Dongliang Chang Zhanyu Ma Zheng-Hua Tan Jing-Hao Xue Jie Cao Jingyi Yu Jun Guo 28 32 0 20 Apr 2020
Revisiting Few-shot Activity Detection with Class Similarity Control Huijuan Xu Ximeng Sun Eric Tzeng Abir Das Kate Saenko Trevor Darrell 30 9 0 31 Mar 2020
Context-Transformer: Tackling Object Confusion for Few-Shot Detection Ze Yang Yali Wang Xianyu Chen Jianzhuang Liu Yu Qiao ViT 43 83 0 16 Mar 2020
Any-Shot Object Detection Shafin Rahman Salman Khan Nick Barnes Fahad Shahbaz Khan ObjD VLM 19 17 0 16 Mar 2020
Progressive Object Transfer Detection Hao Chen Yali Wang Guoyou Wang X. Bai Yu Qiao ObjD 17 11 0 12 Feb 2020
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification Sivan Doveh Eli Schwartz Chao Xue Rogerio Feris A. Bronstein Raja Giryes Leonid Karlinsky 40 17 0 01 Dec 2019
Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images Zhaohui Yang Miaojing Shi Chao Xu V. Ferrari Yannis Avrithis WSOD 16 10 0 01 Dec 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 19 1 0 17 Nov 2019
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning Mingjie Sun Jimin Xiao Eng Gee Lim Yanchun Xie Jiashi Feng VOS 27 27 0 27 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 22 365 0 27 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 35 800 0 10 Aug 2019
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection Xuanyi Dong Yezhou Yang CVBM 22 66 0 06 Aug 2019
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector Qi Fan Wei Zhuo Chi-Keung Tang Yu-Wing Tai ObjD 47 525 0 06 Aug 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 20 187 0 24 Jul 2019
Baby steps towards few-shot learning with multiple semantics Eli Schwartz Leonid Karlinsky Rogerio Feris Raja Giryes A. Bronstein VLM 39 106 0 05 Jun 2019
Comparison Network for One-Shot Conditional Object Detection Tengfei Zhang Yue Zhang Xian Sun Hao Sun Ming Yan Xue Yang Kun Fu ObjD 53 23 0 04 Apr 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 23 131 0 22 Mar 2019
Few-shot Object Detection via Feature Reweighting Bingyi Kang Zhuang Liu Xin Wang Feng Yu Jiashi Feng Trevor Darrell ObjD OffRL 6 692 0 05 Dec 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data Scenario Yixiong Liang Zhihong Tang Meng Yan Jialin Chen Qing Liu Yao Xiang 30 11 0 14 Oct 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 77 2,427 0 06 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 31 71 0 14 Aug 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 23 251 0 24 Jul 2018
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation Jungwook Lee Sean Walsh Ali Harakeh Steven L. Waslander 3DPC 33 34 0 16 Jul 2018
Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria Keze Wang Liang Lin Xiaopeng Yan Ziliang Chen Dongyu Zhang Lei Zhang ObjD 33 32 0 30 Jun 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 192 351 0 12 Jun 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 28 571 0 19 Apr 2018
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection Keze Wang Xiaopeng Yan Dongyu Zhang Lei Zhang Liang Lin ObjD 24 101 0 27 Mar 2018