Task-Balanced Distillation for Object Detection

5 August 2022

Papers citing "Task-Balanced Distillation for Object Detection"

45 / 45 papers shown

Title
DSLA: Dynamic smooth label assignment for efficient anchor-free object detection Hu Su Yonghao He Rui Jiang Jiabin Zhang W. Zou Bin Fan 34 25 0 01 Aug 2022
HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors Luting Wang Xiaojie Li Yue Liao Jiang Jianlong Wu Fei Wang Chao Qian Si Liu 61 20 0 12 Jul 2022
Masked Generative Distillation Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan FedML 66 174 0 03 May 2022
Prediction-Guided Distillation for Dense Object Detection Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley 74 29 0 10 Mar 2022
Decoupled IoU Regression for Object Detection Yan Gao Qimeng Wang Xu Tang Haochen Wang Fei Ding Jing Li Yao Hu 75 20 0 02 Feb 2022
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Gang Li Xiang Li Yujie Wang Shanshan Zhang Yichao Wu Ding Liang ObjD 43 80 0 09 Dec 2021
Focal and Global Knowledge Distillation for Detectors Zhendong Yang Zhe Li Xiaohu Jiang Yuan Gong Zehuan Yuan Danpei Zhao Chun Yuan FedML ObjD 53 255 0 23 Nov 2021
Distilling Object Detectors with Feature Richness Zhixing Du Rui Zhang Ming-Fang Chang Xishan Zhang Shaoli Liu Tianshi Chen Yunji Chen ObjD 49 75 0 01 Nov 2021
Instance-Conditional Knowledge Distillation for Object Detection Zijian Kang Peizhen Zhang Xinming Zhang Jian Sun N. Zheng 64 78 0 25 Oct 2021
Reconcile Prediction Consistency for Balanced Object Detection Keyang Wang Lei Zhang ObjD 53 31 0 24 Aug 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 52 733 0 17 Aug 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT AI4TS 89 1,661 0 25 Jun 2021
Distilling Image Classifiers in Object Detectors Shuxuan Guo J. Álvarez Mathieu Salzmann VLM 44 8 0 09 Jun 2021
Distilling Object Detectors via Decoupled Features Jianyuan Guo Kai Han Yunhe Wang Han Wu Xinghao Chen Chunjing Xu Chang Xu 64 200 0 26 Mar 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 132 118 0 24 Feb 2021
TJU-DHD: A Diverse High-Resolution Dataset for Object Detection Yanwei Pang Jiale Cao Yazhao Li Jin Xie Hanqing Sun Jinfeng Gong ObjD 63 65 0 18 Nov 2020
HoughNet: Integrating near and long-range evidence for bottom-up object detection Nermin Samet Samet Hicsonmez Emre Akbas ObjD 62 47 0 05 Jul 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 69 1,194 0 08 Jun 2020
Designing Network Design Spaces Ilija Radosavovic Raj Prateek Kosaraju Ross B. Girshick Kaiming He Piotr Dollár GNN 96 1,682 0 30 Mar 2020
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 151 1,545 0 05 Dec 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection Xiaosong Zhang Fang Wan Chang-rui Liu Rongrong Ji QiXiang Ye ObjD 42 261 0 05 Sep 2019
Similarity-Preserving Knowledge Distillation Frederick Tung Greg Mori 113 973 0 23 Jul 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 130 2,858 0 17 Jun 2019
Distilling Object Detectors with Fine-grained Feature Imitation Tao Wang Li-xin Yuan Xiaopeng Zhang Jiashi Feng ObjD 57 382 0 09 Jun 2019
RepPoints: Point Set Representation for Object Detection Ze Yang Shaohui Liu Han Hu Liwei Wang Stephen Lin 3DPC 95 868 0 25 Apr 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 63 1,410 0 10 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 117 5,006 0 02 Apr 2019
Feature Selective Anchor-Free Module for Single-Shot Object Detection Chenchen Zhu Yihui He Marios Savvides ObjD 71 797 0 02 Mar 2019
Improved Knowledge Distillation via Teacher Assistant Seyed Iman Mirzadeh Mehrdad Farajtabar Ang Li Nir Levine Akihiro Matsukawa H. Ghasemzadeh 92 1,074 0 09 Feb 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons Byeongho Heo Minsik Lee Sangdoo Yun J. Choi 55 525 0 08 Nov 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 48 853 0 30 Jul 2018
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 136 4,920 0 03 Dec 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 401 26,465 0 05 Sep 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 112 3,000 0 07 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 346 27,174 0 20 Mar 2017
Learning from Noisy Labels with Distillation Yuncheng Li Jianchao Yang Yale Song Liangliang Cao Jiebo Luo Li Li NoLa 77 550 0 07 Mar 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 114 2,578 0 12 Dec 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 164 5,640 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,606 0 06 Apr 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 209 29,808 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 669 36,923 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 482 62,243 0 04 Jun 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 327 19,609 0 09 Mar 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 290 3,882 0 19 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 387 43,619 0 01 May 2014