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
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture SearchingJournal of Visual Communication and Image Representation (JVCIR), 2020 Haoyuan Zhang Yonghong Hou Pichao Wang Zihui Guo Wanqing Li 140 16 0 29 Oct 2020
Efficient Scale-Permuted Backbone with Learned Resource Distribution Xianzhi Du Nayeon Lee Pengchong Jin Huayu Chen Mingxing Tan Quoc V. Le Xiaodan Song 113 3 0 22 Oct 2020
Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet NetworksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Theodoros Tsiligkaridis UQCV 93 8 0 19 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Jianlong Wu Hongyang Li Shan You Haiwei Yang Chao Qian Zhouchen Lin 181 65 0 13 Oct 2020
Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 253 187 0 10 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object DetectionInternational Conference on Learning Representations (ICLR), 2020 Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 653 6,496 0 08 Oct 2020
A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer DevicesJournal of Imaging (JI), 2020 Zuheng Ming M. Visani M. Luqman J. Burie AAML CVBM 156 66 0 08 Oct 2020
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series Yang Jiao Kai Yang Shaoyu Dou Pan Luo Sijia Liu Dongjin Song AI4TS 170 8 0 04 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2020 Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 210 53 0 02 Oct 2020
AutoRC: Improving BERT Based Relation Classification Models via Architecture SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Wei-wei Zhu Xipeng Qiu Yuan Ni Guotong Xie 119 18 0 22 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 125 48 0 14 Sep 2020
AutoTrans: Automating Transformer Design via Reinforced Architecture SearchNatural Language Processing and Chinese Computing (NLPCC), 2020 Wei-wei Zhu Xiaoling Wang Xipeng Qiu Yuan Ni Guotong Xie 133 19 0 04 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsInternational Conference on Learning Representations (ICLR), 2020 Xiangxiang Chu Xiaoxing Wang Bo Zhang Shun Lu Xiaolin K. Wei Junchi Yan 242 180 0 02 Sep 2020
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationIEEE Transactions on Image Processing (TIP), 2020 Yu-Huan Wu Yun-Hai Liu Le Zhang Wang Gao Ming-Ming Cheng 288 44 0 28 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2020 Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 154 57 0 26 Aug 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 PandemicmedRxiv (medRxiv), 2020 Mahdi Rezaei Mohsen Azarmi 251 159 0 26 Aug 2020
Seesaw Loss for Long-Tailed Instance Segmentation Yuan Liu Wenwei Zhang Yuhang Zang Yuhang Cao Jiangmiao Pang Tao Gong Kai-xiang Chen Ziwei Liu Chen Change Loy Dahua Lin 437 267 0 23 Aug 2020
Learning Connectivity of Neural Networks from a Topological Perspective Kun Yuan Quanquan Li Jing Shao Junjie Yan 178 2 0 19 Aug 2020
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation Xinyu Gong Wuyang Chen Lezhi Li Ye Yuan Xianming Liu Qian Zhang Yuan Li Zinan Lin 226 20 0 16 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le OOD 141 129 0 13 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search MethodIEEE Access (IEEE Access), 2020 Fanghui Xue Y. Qi Jack Xin 84 4 0 10 Aug 2020
Evaluating Efficient Performance Estimators of Neural ArchitecturesNeural Information Processing Systems (NeurIPS), 2020 Xuefei Ning Changcheng Tang Wenshuo Li Zixuan Zhou Shuang Liang Huazhong Yang Yu Wang 505 88 0 07 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 335 117 0 04 Aug 2020
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Qi Fan Lei Ke Wenjie Pei Chi-Keung Tang Yu-Wing Tai ISeg 119 31 0 24 Jul 2020
Representation Sharing for Fast Object Detector Search and BeyondEuropean Conference on Computer Vision (ECCV), 2020 Yujie Zhong Zelu Deng Sheng Guo Matthew R. Scott Weilin Huang ObjD 255 17 0 23 Jul 2020
Towards Dense People Detection with Deep Learning and Depth imagesEngineering applications of artificial intelligence (EAAI), 2020 D. Fuentes-Jiménez Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Roberto Martín-López Daniel Pizarro-Perez C. Luna 3DH 123 7 0 14 Jul 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search Renqian Luo Xu Tan Rui Wang Tao Qin Enhong Chen Tie-Yan Liu 136 14 0 09 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 91 33 0 07 Jul 2020
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN Zhenwei He Lei Zhang ObjD 152 153 0 03 Jul 2020
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding Dmitry Lepikhin HyoukJoong Lee Yuanzhong Xu Dehao Chen Orhan Firat Yanping Huang M. Krikun Noam M. Shazeer Zhiwen Chen MoE 368 1,562 0 30 Jun 2020
Making DensePose fast and light Ruslan Rakhimov Emil Bogomolov A. Notchenko Fung Mao Alexey Artemov Denis Zorin Evgeny Burnaev CVBM 3DH 197 5 0 26 Jun 2020
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture SearchAAAI Conference on Artificial Intelligence (AAAI), 2020 Yikang Shen Michele Merler Mayoore S. Jaiswal Hui Wu K. Ramakrishnan ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee 144 9 0 23 Jun 2020
iffDetector: Inference-aware Feature Filtering for Object DetectionIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Mingyuan Mao Yuxin Tian Baochang Zhang QiXiang Ye Wanquan Liu Guodong Guo David Doermann ObjD 121 11 0 23 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 203 56 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 139 38 0 16 Jun 2020
Rethinking Pre-training and Self-trainingNeural Information Processing Systems (NeurIPS), 2020 Barret Zoph Golnaz Ghiasi Nayeon Lee Huayu Chen Hanxiao Liu E. D. Cubuk Quoc V. Le SSeg 265 700 0 11 Jun 2020
NADS: Neural Architecture Distribution Search for Uncertainty AwarenessInternational Conference on Machine Learning (ICML), 2020 Randy Ardywibowo Shahin Boluki Xinyu Gong Zinan Lin Xiaoning Qian UQCV 142 19 0 11 Jun 2020
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionComputer Vision and Pattern Recognition (CVPR), 2020 Siyuan Qiao Liang-Chieh Chen Alan Yuille ObjD 377 915 0 03 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and SolutionsACM Computing Surveys (ACM CSUR), 2020 Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 306 778 0 01 Jun 2020
Learning Robust Feature Representations for Scene Text Detection Sihwan Kim T. Park OOD 80 2 0 26 May 2020
Scale-Equalizing Pyramid Convolution for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Xinjiang Wang Shilong Zhang Zhuoran Yu Xue Jiang Wayne Zhang 179 114 0 06 May 2020
Deep Multimodal Neural Architecture SearchACM Multimedia (ACM MM), 2020 Zhou Yu Yuhao Cui Jun-chen Yu Meng Wang Dacheng Tao Qi Tian 149 107 0 25 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 398 14,285 0 23 Apr 2020
A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding BoxIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020 Linhao Li Z. Zhou Bo-tao Wang Lingjuan Miao Hua Zong 159 81 0 15 Apr 2020
Improving Semantic Segmentation through Spatio-Temporal Consistency Learned from Videos Ankita Pasad A. Gordon Nayeon Lee A. Angelova MDE 119 2 0 11 Apr 2020
SA-UNet: Spatial Attention U-Net for Retinal Vessel SegmentationInternational Conference on Pattern Recognition (ICPR), 2020 Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 222 422 0 07 Apr 2020
Feature Pyramid Grids Kai-xiang Chen Yuhang Cao Chen Change Loy Dahua Lin Christoph Feichtenhofer 190 59 0 07 Apr 2020
Neural Architecture Search for Lightweight Non-Local NetworksComputer Vision and Pattern Recognition (CVPR), 2020 Yingwei Li Xiaojie Jin Jieru Mei Xiaochen Lian Linjie Yang Cihang Xie Qihang Yu Yuyin Zhou S. Bai Alan Yuille 156 54 0 04 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and ProspectsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 241 3,595 0 01 Apr 2020
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature AggregationInternational Journal of Computer Vision (IJCV), 2020 Peng Sun Jiaxiang Wu Songyuan Li Peiwen Lin Junzhou Huang Xi Li SSeg 200 14 0 31 Mar 2020