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Object Detection from Scratch with Deep Supervision

25 September 2018

Papers citing "Object Detection from Scratch with Deep Supervision"

50 / 62 papers shown

Title
Transfer Learning for Sequences via Learning to Collocate Wanyun Cui Guangyu Zheng Zhiqiang Shen Sihang Jiang Wei Wang AI4TS 40 19 0 25 Feb 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 128 868 0 23 Jan 2019
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 132 1,087 0 21 Nov 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 78 3,625 0 03 Aug 2018
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usages Yuxi Li Jiuwei Li Weiyao Lin Jianguo Li ObjD 63 110 0 29 Jul 2018
Differentiable Learning-to-Normalize via Switchable Normalization Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li 77 177 0 28 Jun 2018
Pelee: A Real-Time Object Detection System on Mobile Devices R. Wang Xiang Li Charles X. Ling ObjD 74 456 0 18 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Group Normalization Yuxin Wu Kaiming He 247 3,676 0 22 Mar 2018
Deep Regionlets for Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 84 66 0 06 Dec 2017
Improving Object Detection from Scratch via Gated Feature Reuse Zhiqiang Shen Humphrey Shi Jiahui Yu Shuicheng Yan Rogerio Feris Liangliang Cao Ding Liu Xinchao Wang Thomas Huang Xiangyang Xue ObjD 78 38 0 04 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 149 4,943 0 03 Dec 2017
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 138 1,227 0 30 Nov 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 102 742 0 22 Nov 2017
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 87 1,269 0 21 Nov 2017
MegDet: A Large Mini-Batch Object Detector Chao Peng Tete Xiao Zeming Li Yuning Jiang Xiangyu Zhang Kai Jia Gang Yu Jian Sun ObjD 195 318 0 20 Nov 2017
Single-Shot Refinement Neural Network for Object Detection Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 64 1,288 0 18 Nov 2017
Learning Efficient Convolutional Networks through Network Slimming Zhuang Liu Jianguo Li Zhiqiang Shen Gao Huang Shoumeng Yan Changshui Zhang 133 2,426 0 22 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 81 601 0 03 Aug 2017
RON: Reverse Connection with Objectness Prior Networks for Object Detection Tao Kong F. Sun Anbang Yao Huaping Liu Ming Lu Yurong Chen ObjD 85 404 0 06 Jul 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 152 1,251 0 02 May 2017
Weakly Supervised Dense Video Captioning Zhiqiang Shen Jianguo Li Zhou Su Minjun Li Yurong Chen Yu-Gang Jiang Xiangyang Xue 72 135 0 05 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 381 27,253 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 108 2,573 0 30 Nov 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 211 1,580 0 28 Nov 2016
PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection Kye-Hyeon Kim Sanghoon Hong Byungseok Roh Yeongjae Cheon Minje Park ObjD VLM 83 208 0 29 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 831 36,892 0 25 Aug 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 185 5,642 0 20 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 755 37,895 0 20 May 2016
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection Tao Kong Anbang Yao Yurong Chen F. Sun ObjD 84 812 0 03 Apr 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,196 0 16 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,268 0 23 Feb 2016
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 98 1,210 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 257 29,879 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 131 1,170 0 24 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 263 8,862 0 01 Oct 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 127 538 0 02 Jul 2015
ParseNet: Looking Wider to See Better Wei Liu Andrew Rabinovich Alexander C. Berg SSeg 141 1,214 0 15 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 742 37,033 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 535 62,409 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 142 1,876 0 29 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 151 3,496 0 24 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,347 0 11 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 352 10,083 0 10 Feb 2015