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Revisiting knowledge transfer for training object class detectors

21 August 2017

Papers citing "Revisiting knowledge transfer for training object class detectors"

47 / 47 papers shown

Title
Open-Vocabulary Object Detection via Language Hierarchy Jiaxing Huang Jingyi Zhang Kai Jiang Shijian Lu ObjD VLM 126 1 0 27 Oct 2024
Atom-Level Optical Chemical Structure Recognition with Limited Supervision M. Oldenhof E. Brouwer Adam Arany Yves Moreau 32 3 0 02 Apr 2024
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection M. Oldenhof Adam Arany Yves Moreau E. Brouwer 63 3 0 09 Mar 2023
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Yue Liu Yongqiang Yao Jingru Tan Xin Lu F. Yu Ye Luo Jianwei Lu VLM 90 0 0 11 Oct 2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 56 35 0 18 Aug 2022
W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection Zitong Huang Yiping Bao Bowen Dong Erjin Zhou W. Zuo WSOD 56 18 0 25 Jul 2022
On Label Granularity and Object Localization Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge Belongie Andrew G. Howard Oisin Mac Aodha WSOL 84 13 0 20 Jul 2022
Robust Object Detection With Inaccurate Bounding Boxes Chengxin Liu Kewei Wang Hao Lu Zhiguo Cao Ziming Zhang 79 25 0 20 Jul 2022
Scaling Novel Object Detection with Weakly Supervised Detection Transformers T. LaBonte Ya-heng Song Xin Eric Wang Vibhav Vineet Neel Joshi ViT 47 8 0 11 Jul 2022
Re-examining Distillation For Continual Object Detection Eli Verwimp Kuo Yang Sarah Parisot Hong Lanqing Jingyu Sun Eduardo Pérez-Pellitero Matthias De Lange Tinne Tuytelaars VLM 111 6 0 04 Apr 2022
UnseenNet: Fast Training Detector for Any Unseen Concept Asra Aslam Edward W. J. Curry ObjD 46 0 0 16 Mar 2022
Webly Supervised Concept Expansion for General Purpose Vision Models Amita Kamath Christopher Clark Tanmay Gupta Eric Kolve Derek Hoiem Aniruddha Kembhavi VLM 90 55 0 04 Feb 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 113 619 0 07 Jan 2022
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity Yang Liu Zhijie Zhang Li Niu Junjie Chen Liqing Zhang 118 15 0 27 Oct 2021
CaT: Weakly Supervised Object Detection with Category Transfer Tianyue Cao Lianyu Du Xiaoyun Zhang Siheng Chen Ya Zhang Yanfeng Wang 78 19 0 17 Aug 2021
Learning Open-World Object Proposals without Learning to Classify Dahun Kim Nayeon Lee A. Angelova In So Kweon Weicheng Kuo SSeg 75 129 0 15 Aug 2021
Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters Bowen Dong Zitong Huang Yuelin Guo Qilong Wang Zhenxing Niu W. Zuo 60 51 0 03 Aug 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jiali Duan C.-C. Jay Kuo 78 8 0 29 Jul 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 106 276 0 16 Apr 2021
Few-shot Weakly-Supervised Object Detection via Directional Statistics Amirreza Shaban Amir M. Rahimi Thalaiyasingam Ajanthan Byron Boots Leonid Sigal WSOD 39 5 0 25 Mar 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 110 84 0 24 Mar 2021
Compacting Deep Neural Networks for Internet of Things: Methods and Applications Ke Zhang Hanbo Ying Hongning Dai Lin Li Yuangyuang Peng Keyi Guo Hongfang Yu 74 39 0 20 Mar 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 138 42 0 17 Feb 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 69 7 0 04 Jan 2021
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 150 436 0 20 Nov 2020
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Alex Schwing Jan Kautz ObjD 288 38 0 21 Oct 2020
Object Detection with a Unified Label Space from Multiple Datasets Xiangyu Zhao S. Schulter Gaurav Sharma Yi-Hsuan Tsai Manmohan Chandraker Ying Nian Wu ObjD 73 72 0 15 Aug 2020
What leads to generalization of object proposals? Rui Wang D. Mahajan Vignesh Ramanathan ObjD 66 10 0 13 Aug 2020
Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer Yuanyi Zhong Jianfeng Wang Jian-wei Peng Lei Zhang 77 50 0 15 Jul 2020
Cross-Supervised Object Detection Z. Chen Zhiqiang Shen Jiahui Yu Erik Learned-Miller ObjD 36 6 0 26 Jun 2020
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai ObjD 70 14 0 22 Mar 2020
Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization Amir M. Rahimi Amirreza Shaban Thalaiyasingam Ajanthan Leonid Sigal Byron Boots WSOL 23 0 0 18 Mar 2020
Towards Noise-resistant Object Detection with Noisy Annotations Junnan Li Caiming Xiong R. Socher Guosheng Lin ObjD NoLa 156 31 0 03 Mar 2020
EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement Linpu Fang Hang Xu Zhili Liu Sarah Parisot Zhenguo Li 33 20 0 18 Feb 2020
Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images Zhaohui Yang Miaojing Shi Chao Xu V. Ferrari Yannis Avrithis WSOD 73 10 0 01 Dec 2019
Domain Adaptation for Object Detection via Style Consistency A. L. Rodríguez K. Mikolajczyk ObjD TTA 56 95 0 22 Nov 2019
Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction Daesik Kim Gyujeong Lee Jisoo Jeong Nojun Kwak 50 15 0 19 Nov 2019
Scaling Object Detection by Transferring Classification Weights Jason Kuen Federico Perazzi Zhe Lin Jianming Zhang Yap-Peng Tan ViT 78 18 0 15 Sep 2019
Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement Zhiqiang Shen Zhankui He Wanyun Cui Jiahui Yu Yutong Zheng Chenchen Zhu Marios Savvides AAML 36 5 0 22 Aug 2019
Detecting 11K Classes: Large Scale Object Detection without Fine-Grained Bounding Boxes Hao Yang Hao-Yu Wu Hao Chen ObjD 91 27 0 14 Aug 2019
Learning to Find Common Objects Across Few Image Collections Amirreza Shaban Amir M. Rahimi Shray Bansal Stephen Gould Byron Boots Leonid Sigal 31 1 0 29 Apr 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 94 1,430 0 10 Apr 2019
NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection J. Gao Jiang Wang Shengyang Dai Li Li Ram Nevatia ObjD 81 94 0 01 Dec 2018
MIST: Multiple Instance Spatial Transformer Network Baptiste Angles Shahram Izadi Simon Kornblith Andrea Tagliasacchi K. M. Yi 72 5 0 26 Nov 2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 118 1,358 0 02 Nov 2018
PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track Takuya Akiba Tommi Kerola Yusuke Niitani Toru Ogawa Shotaro Sano Shuji Suzuki 65 20 0 04 Sep 2018
R-FCN-3000 at 30fps: Decoupling Detection and Classification Bharat Singh Hengduo Li Abhishek Sharma L. Davis ObjD 69 95 0 05 Dec 2017