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Aggregated Residual Transformations for Deep Neural Networks

16 November 2016

Piotr Dollár

Papers citing "Aggregated Residual Transformations for Deep Neural Networks"

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Title
Benchmarking Tropical Cyclone Rapid Intensification with Satellite Images and Attention-based Deep Models C. Bai Buo‐Fu Chen Hsuan-Tien Lin 39 2 0 25 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 67 212 0 25 Sep 2019
The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery Neelanjan Bhowmik Qian Wang Yona Falinie A. Gaus Marcin Szarek T. Breckon 64 33 0 25 Sep 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 378 948 0 24 Sep 2019
Development of Fast Refinement Detectors on AI Edge Platforms Min-Kook Choi Heechul Jung ObjD 46 2 0 24 Sep 2019
FEED: Feature-level Ensemble for Knowledge Distillation Seonguk Park Nojun Kwak FedML 77 42 0 24 Sep 2019
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 52 8 0 23 Sep 2019
Scheduled Differentiable Architecture Search for Visual Recognition Zhaofan Qiu Ting Yao Yiheng Zhang Yongdong Zhang Tao Mei OOD 58 3 0 23 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 137 19 0 22 Sep 2019
Generating Positive Bounding Boxes for Balanced Training of Object Detectors Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan ObjD 83 24 0 21 Sep 2019
Learning Sparse Mixture of Experts for Visual Question Answering Vardaan Pahuja Jie Fu C. Pal 43 3 0 19 Sep 2019
Large e-retailer image dataset for visual search and product classification A. Bellétoile VLM 41 2 0 18 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 54 19 0 18 Sep 2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks Zhonghui You Kun Yan Jinmian Ye Meng Ma Ping Wang 3DPC 93 252 0 18 Sep 2019
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 162 171 0 17 Sep 2019
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT Yipeng Sun Zihan Ni Chee-Kheng Chng Yuliang Liu Canjie Luo ... Errui Ding Jingtuo Liu Dimosthenis Karatzas Chee Seng Chan Lianwen Jin 3DV 118 158 0 17 Sep 2019
Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 107 59 0 17 Sep 2019
Recognition of Russian traffic signs in winter conditions. Solutions of the "Ice Vision" competition winners A. L. Pavlov A. Davletshin Alexey Kharlamov Maksim S. Koriukin A. Vasenin ... Pavel Ostyakov Pavel A. Karpyshev G. Ovchinnikov Ivan Oseledets Dzmitry Tsetserukou 32 0 0 16 Sep 2019
Sem-LSD: A Learning-based Semantic Line Segment Detector Yi Sun Xushen Han Kai-Lung Sun Boren Li Yongjiang Chen Mingyang Li 126 5 0 14 Sep 2019
Heterogeneous Dataflow Accelerators for Multi-DNN Workloads Hyoukjun Kwon Liangzhen Lai Michael Pellauer T. Krishna Yu-Hsin Chen Vikas Chandra 86 18 0 13 Sep 2019
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs J. Kubilius Martin Schrimpf Kohitij Kar Ha Hong N. Majaj ... Kailyn Schmidt Aran Nayebi Daniel M. Bear Daniel L. K. Yamins J. DiCarlo 143 262 0 13 Sep 2019
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters Size Zheng Yixin Bao Yangrui Chen Chuan Wu Chen Meng Wei Lin 58 85 0 13 Sep 2019
Deep Elastic Networks with Model Selection for Multi-Task Learning Chanho Ahn Eunwoo Kim Songhwai Oh 110 49 0 11 Sep 2019
Reasoning About Human-Object Interactions Through Dual Attention Networks Tete Xiao Quanfu Fan Dan Gutfreund Mathew Monfort A. Oliva Bolei Zhou 61 35 0 10 Sep 2019
VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks Shuang Gao Xin Liu Lung-Sheng Chien William Zhang J. Álvarez VLM 3DPC 63 15 0 10 Sep 2019
Knowledge Transfer Graph for Deep Collaborative Learning Soma Minami Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 70 11 0 10 Sep 2019
CBNet: A Novel Composite Backbone Network Architecture for Object Detection Yudong Liu Yongtao Wang Siwei Wang Tingting Liang Qijie Zhao Zhi Tang Haibin Ling ObjD 281 249 0 09 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 41 3 0 07 Sep 2019
Testing Deep Learning Models for Image Analysis Using Object-Relevant Metamorphic Relations Yongqiang Tian Shiqing Ma Ming Wen Yepang Liu Shing-Chi Cheung Xinming Zhang VLM 54 5 0 06 Sep 2019
Linear Context Transform Block D. Ruan Jun Wen Nenggan Zheng Min Zheng ViT 39 23 0 06 Sep 2019
On the Acceleration of Deep Learning Model Parallelism with Staleness An Xu Zhouyuan Huo Heng-Chiao Huang 74 38 0 05 Sep 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection Xiaosong Zhang Fang Wan Chang-rui Liu Rongrong Ji QiXiang Ye ObjD 76 267 0 05 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 89 56 0 05 Sep 2019
POD: Practical Object Detection with Scale-Sensitive Network Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ObjD 88 22 0 05 Sep 2019
Rethinking the Number of Channels for the Convolutional Neural Network Hui Zhu Zhulin An Chuanguang Yang Xiaolong Hu Kaiqiang Xu Yongjun Xu OOD 38 3 0 04 Sep 2019
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block Guoqing Li Meng Zhang Qianru Zhang Ziyang Chen Wenzhao Liu Jiaojie Li Xuzhao Shen Jian Li Zhenyu Zhu Chau Yuen 80 5 0 03 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 58 26 0 01 Sep 2019
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types Kaihong Wang Mona Jalal Sankara Jefferson Yi Zheng E. Nsoesie Margrit Betke 35 23 0 31 Aug 2019
A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling Haoran Chen Ke Lin A. Maye Jianmin Li Xiaoling Hu 64 48 0 31 Aug 2019
Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment Lei Jiang CVBM 3DH 44 32 0 30 Aug 2019
Gated Convolutional Networks with Hybrid Connectivity for Image Classification Chuanguang Yang Zhulin An Hui Zhu Xiaolong Hu Boyu Diao Kaiqiang Xu Chao Li Yongjun Xu 91 53 0 26 Aug 2019
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 178 192 0 26 Aug 2019
Where Is My Mirror? Xin Yang Haiyang Mei Ke Xu Xiaopeng Wei Baocai Yin Rynson W. H. Lau 77 6 0 24 Aug 2019
Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks Juan Maroñas Roberto Paredes Palacios D. Ramos-Castro UQCV BDL 104 24 0 23 Aug 2019
Shadow Removal via Shadow Image Decomposition Hieu M. Le Dimitris Samaras 74 180 0 23 Aug 2019
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors Royson Lee Stylianos I. Venieris Łukasz Dudziak S. Bhattacharya Nicholas D. Lane SupR 56 96 0 21 Aug 2019
Efficient Deep Neural Networks Bichen Wu 63 12 0 20 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 420 3,662 0 20 Aug 2019
Human uncertainty makes classification more robust Joshua C. Peterson Ruairidh M. Battleday Thomas Griffiths Olga Russakovsky OOD 81 306 0 19 Aug 2019
Dynamic Graph Message Passing Networks Li Zhang Dan Xu Anurag Arnab Philip Torr GNN 121 138 0 19 Aug 2019