NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection

16 April 2019

Papers citing "NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection"

50 / 423 papers shown

Title
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task LearningComputer Vision and Pattern Recognition (CVPR), 2020 Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 187 106 0 31 Mar 2020
Disturbance-immune Weight Sharing for Neural Architecture SearchNeural Networks (NN), 2020 Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yong Guo P. Zhao Junzhou Huang Zhuliang Yu 196 29 0 29 Mar 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search Chen Wei Chuang Niu Yiping Tang Yue Wang Haihong Hu Jimin Liang 238 7 0 28 Mar 2020
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Qihang Yu Yingwei Li Jieru Mei Yuyin Zhou Alan Yuille 3DPC 168 3 0 28 Mar 2020
Are Labels Necessary for Neural Architecture Search?European Conference on Computer Vision (ECCV), 2020 Chenxi Liu Piotr Dollár Kaiming He Ross B. Girshick Alan Yuille Saining Xie 171 78 0 26 Mar 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Jianyuan Guo Kai Han Yunhe Wang Chao Zhang Zhaohui Yang Hanxue Wu Xinghao Chen Chang Xu 167 103 0 26 Mar 2020
Circumventing Outliers of AutoAugment with Knowledge DistillationEuropean Conference on Computer Vision (ECCV), 2020 Longhui Wei Anxiang Xiao Lingxi Xie Xin Chen Xiaopeng Zhang Qi Tian 149 66 0 25 Mar 2020
ASFD: Automatic and Scalable Face Detector Bin Zhang Jian Li Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yili Xia Wenjiang Pei Rongrong Ji CVBM 198 1 0 25 Mar 2020
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation Yu Liu Guanglu Song Yuhang Zang Yan Gao Enze Xie Junjie Yan Chen Change Loy Xiaogang Wang 140 20 0 17 Mar 2020
Revisiting the Sibling Head in Object DetectorComputer Vision and Pattern Recognition (CVPR), 2020 Guanglu Song Yu Liu Xiaogang Wang ObjD 376 392 0 17 Mar 2020
Extended Feature Pyramid Network for Small Object DetectionIEEE transactions on multimedia (TMM), 2020 Chunfang Deng Mengmeng Wang Lu Liu Yong Liu ObjD 151 331 0 16 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-SpoofingComputer Vision and Pattern Recognition (CVPR), 2020 Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Z. Su Amritpal Singh Feng Zhou Guoying Zhao CVBM 289 500 0 09 Mar 2020
AutoML-Zero: Evolving Machine Learning Algorithms From ScratchInternational Conference on Machine Learning (ICML), 2020 Esteban Real Chen Liang David R. So Quoc V. Le 252 247 0 06 Mar 2020
ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion DetectionAAAI Conference on Artificial Intelligence (AAAI), 2020 Chenhan Jiang Shaoju Wang Hang Xu Xiaodan Liang Nong Xiao MedIm 102 15 0 03 Mar 2020
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search Xu Zhang Chenjun Zhou Bo Gu 186 1 0 03 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2020 Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 166 100 0 29 Feb 2020
Semi-Supervised Neural Architecture SearchNeural Information Processing Systems (NeurIPS), 2020 Renqian Luo Xu Tan Rui Wang Tao Qin Enhong Chen Tie-Yan Liu 177 97 0 24 Feb 2020
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Yingjie Yin De Xu Xingang Wang Lei Zhang VOS 126 16 0 17 Feb 2020
NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Yazhao Li Yanwei Pang Jianbing Shen Jiale Cao Ling Shao ObjD 120 37 0 18 Jan 2020
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation Zhun Fan Jiahong Wei Guijie Zhu Jiajie Mo Wenji Li 145 8 0 18 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture SearchIEEE International Conference on Computer Vision (ICCV), 2020 Xiangxiang Chu Shun Lu Xudong Li Bo Zhang 368 24 0 16 Jan 2020
EcoNAS: Finding Proxies for Economical Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2020 Dongzhan Zhou Xinchi Zhou Wenwei Zhang Chen Change Loy Shuai Yi Xuesen Zhang Wanli Ouyang 248 122 0 05 Jan 2020
Scalable NAS with Factorizable Architectural Parameters Lanfei Wang Lingxi Xie Tianyi Zhang Jun Guo Qi Tian 163 3 0 31 Dec 2019
Computation Reallocation for Object DetectionInternational Conference on Learning Representations (ICLR), 2019 Feng Liang Chen Lin Ronghao Guo Ming Sun Wei Wu Junjie Yan Wanli Ouyang ObjD 218 36 0 24 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the WildInternational Journal of Computer Vision (IJCV), 2019 Xin Chen Lingxi Xie Jun Wu Qi Tian 244 100 0 23 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D imagesApplied Artificial Intelligence (AAI), 2019 Irem Ülkü Erdem Akagündüz SSeg 453 210 0 21 Dec 2019
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 279 122 0 20 Dec 2019
AugFPN: Improving Multi-scale Feature Learning for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Chaoxu Guo Bin Fan Qian Zhang Shiming Xiang Chunhong Pan ObjD 130 446 0 11 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and LocalizationComputer Vision and Pattern Recognition (CVPR), 2019 Xianzhi Du Nayeon Lee Pengchong Jin Golnaz Ghiasi Mingxing Tan Huayu Chen Quoc V. Le Xiaodan Song 226 182 0 10 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 127 20 0 10 Dec 2019
A Feasible Framework for Arbitrary-Shaped Scene Text Recognition Jinjin Zhang Wei Wang Di Huang Qingjie Liu Yunhong Wang 113 4 0 10 Dec 2019
Side-Aware Boundary Localization for More Precise Object DetectionEuropean Conference on Computer Vision (ECCV), 2019 Yuan Liu Wenwei Zhang Yuhang Cao Kai-xiang Chen Jiangmiao Pang Tao Gong Jianping Shi Chen Change Loy Dahua Lin ObjD 246 151 0 09 Dec 2019
Multiple Anchor Learning for Visual Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Wei Ke Tianliang Zhang Zeyi Huang QiXiang Ye Jianzhuang Liu Dong Huang ObjD 154 100 0 04 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile DevicesComputer Vision and Pattern Recognition (CVPR), 2019 Bo Chen Golnaz Ghiasi Hanxiao Liu Nayeon Lee Dmitry Kalenichenko Hartwig Adam Quoc V. Le ObjD 166 56 0 02 Dec 2019
Meta-Learning of Neural Architectures for Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2019 T. Elsken B. Staffler J. H. Metzen Katharina Eggensperger 306 156 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture SearchIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Xukai Xie Yuan Zhou S. Kung 142 39 0 24 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 Lewei Yao Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li 211 81 0 22 Nov 2019
Learning Spatial Fusion for Single-Shot Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 240 737 0 21 Nov 2019
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS Han Shi Renjie Pi Hang Xu Zhenguo Li James T. Kwok Tong Zhang 334 32 0 21 Nov 2019
EfficientDet: Scalable and Efficient Object DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Mingxing Tan Ruoming Pang Quoc V. Le 814 6,154 0 20 Nov 2019
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters Kaifeng Bi Changping Hu Lingxi Xie Xin Chen Longhui Wei Qi Tian 244 54 0 25 Oct 2019
Balanced One-shot Neural Architecture Optimization Renqian Luo Tao Qin Enhong Chen BDL 113 14 0 24 Sep 2019
Generating Positive Bounding Boxes for Balanced Training of Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan ObjD 195 24 0 21 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2019 Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 141 60 0 18 Sep 2019
Pose Neural Fabrics Search Sen Yang Wankou Yang Zhen Cui 235 18 0 16 Sep 2019
Graph-guided Architecture Search for Real-time Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 166 105 0 15 Sep 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping Hanwen Liang Shifeng Zhang Jiacheng Sun Xingqiu He Weiran Huang Kechen Zhuang Zhenguo Li 261 300 0 13 Sep 2019
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum Yosuke Shinya E. Simo-Serra Taiji Suzuki 139 13 0 09 Sep 2019
CBNet: A Novel Composite Backbone Network Architecture for Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 Yudong Liu Yongtao Wang Siwei Wang Tingting Liang Qijie Zhao Zhi Tang Haibin Ling ObjD 403 262 0 09 Sep 2019
Training-Time-Friendly Network for Real-Time Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 Zili Liu Tu Zheng Guodong Xu Zheng Yang Haifeng Liu Deng Cai ObjD TTA 403 92 0 02 Sep 2019