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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
Learning Rate Dropout Huangxing Lin Weihong Zeng Xinghao Ding Yue Huang Yihong Zhuang John Paisley ODL 55 10 0 30 Nov 2019
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation Changlin Li Jiefeng Peng Liuchun Yuan Guangrun Wang Xiaodan Liang Liang Lin Xiaojun Chang 149 182 0 29 Nov 2019
Dividing and Conquering Cross-Modal Recipe Retrieval: from Nearest Neighbours Baselines to SoTA Mikhail Fain Niall Twomey Andrey Ponikar Ryan Fox Danushka Bollegala 82 19 0 28 Nov 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 101 269 0 27 Nov 2019
Decision Propagation Networks for Image Classification Keke Tang Peng Song Yuexin Ma Zhaoquan Gu Yu Su Zhihong Tian Wenping Wang 33 0 0 27 Nov 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 133 3,167 0 27 Nov 2019
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 153 438 0 26 Nov 2019
Learning Efficient Video Representation with Video Shuffle Networks Pingchuan Ma Yao Zhou Yu Lu Wayne Zhang 68 7 0 26 Nov 2019
Empirical Study of Easy and Hard Examples in CNN Training Ikki Kishida Hideki Nakayama 58 13 0 25 Nov 2019
When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks Minghao Guo Yuzhe Yang Rui Xu Ziwei Liu Dahua Lin AAML OOD 125 159 0 25 Nov 2019
Constrained Linear Data-feature Mapping for Image Classification Juncai He Yuyan Chen Lian Zhang Jinchao Xu 84 2 0 23 Nov 2019
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families Yibo Yang Jianlong Wu Hongyang Li Xia Li Tiancheng Shen Zhouchen Lin OOD 78 21 0 23 Nov 2019
Optimizing Data Usage via Differentiable Rewards Xinyi Wang Hieu H. Pham Paul Michel Antonios Anastasopoulos J. Carbonell Graham Neubig 108 62 0 22 Nov 2019
Characterizing the impact of using features extracted from pre-trained models on the quality of video captioning sequence-to-sequence models Menatallh Hammad May Hammad Mohamed Elshenawy 40 2 0 22 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li 77 80 0 22 Nov 2019
A Machine Learning-enhanced Robust P-Phase Picker for Real-time Seismic Monitoring Dazhong Shen Qi Zhang Tong Xu Hengshu Zhu Wenjia Zhao Zikai Yin Peilun Zhou L. Fang Enhong Chen Hui Xiong 8 1 0 21 Nov 2019
Search to Distill: Pearls are Everywhere but not the Eyes Yu Liu Xuhui Jia Mingxing Tan Raviteja Vemulapalli Yukun Zhu Bradley Green Xiaogang Wang 127 68 0 20 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 316 5,136 0 20 Nov 2019
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder Hyojin Park Lars Lowe Sjösund Y. Yoo Nicolas Monet Jihwan Bang Nojun Kwak SSeg 94 25 0 20 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu Andrew Tulloch Yunpeng Chen Xiaomeng Yang Lin Qiao 73 4 0 19 Nov 2019
IC-Network: Efficient Structure for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 65 0 0 19 Nov 2019
DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification S. Singh Krishna P. Miyapuram Shanmuganathan Raman 26 0 0 18 Nov 2019
Learning with Hierarchical Complement Objective Hao-Yun Chen Li-Huang Tsai Shih-Chieh Chang Jia-Yu Pan Yu-Ting Chen Wei Wei Da-Cheng Juan VLM 65 5 0 17 Nov 2019
Black-Box Adversarial Attack with Transferable Model-based Embedding Zhichao Huang Tong Zhang 86 119 0 17 Nov 2019
Music theme recognition using CNN and self-attention Manoj Sukhavasi Sainath Adapa ViT 69 17 0 16 Nov 2019
Instance Shadow Detection Tianyu Wang Xiaowei Hu Qiong Wang Pheng-Ann Heng Chi-Wing Fu 122 74 0 16 Nov 2019
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification Hongwei Dong Siyu Zhang B. Zou Lamei Zhang 99 48 0 16 Nov 2019
Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning K. Yuksel Jann Goschenhofer H. V. Varma U. Fietzek Franz MJ Pfister OOD 39 0 0 15 Nov 2019
Label-similarity Curriculum Learning Ürün Dogan A. Deshmukh Marcin Machura Christian Igel 61 21 0 15 Nov 2019
CenterMask : Real-Time Anchor-Free Instance Segmentation Youngwan Lee Jongyoul Park 3DPC ISeg 128 552 0 15 Nov 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 123 144 0 15 Nov 2019
Understanding the Disharmony between Weight Normalization Family and Weight Decay: $ε-$ shifted $L_2$ Regularizer Li Xiang Chen Shuo Xia Yan Yang Jian 61 2 0 14 Nov 2019
Adversarial Margin Maximization Networks Ziang Yan Yiwen Guo Changshui Zhang AAML 40 12 0 14 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 347 12,184 0 13 Nov 2019
Learning Non-Parametric Invariances from Data with Permanent Random Connectomes Dipan K. Pal Akshay Chawla Marios Savvides 49 1 0 13 Nov 2019
Equalization Loss for Large Vocabulary Instance Segmentation Jingru Tan Changbao Wang Quanquan Li Junjie Yan ISeg VLM 32 1 0 12 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 442 2,398 0 11 Nov 2019
An empirical study of the relation between network architecture and complexity Emir Konuk Kevin Smith 39 7 0 11 Nov 2019
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation Yiming Xu Lin Chen Zhongwei Cheng Lixin Duan Jiebo Luo OOD 88 24 0 11 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 117 82 0 09 Nov 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 98 150 0 09 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun Laurens van der Maaten MU 205 453 0 08 Nov 2019
Probing Contextualized Sentence Representations with Visual Awareness Zhuosheng Zhang Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Hai Zhao 82 2 0 07 Nov 2019
MLPerf Inference Benchmark Vijayarāghava Reḍḍī C. Cheng David Kanter Pete H Mattson Guenther Schmuelling ... Bing Yu George Y. Yuan Aaron Zhong P. Zhang Yuchen Zhou 139 510 0 06 Nov 2019
Fast-UAP: An Algorithm for Speeding up Universal Adversarial Perturbation Generation with Orientation of Perturbation Vectors Jiazhu Dai Le Shu AAML 50 3 0 04 Nov 2019
LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection Florian Chabot Q. C. Pham Mohamed Chaouch ObjD 85 8 0 04 Nov 2019
SoildNet: Soiling Degradation Detection in Autonomous Driving Arindam Das 30 9 0 04 Nov 2019
Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning H. Xue R. Davies L. Brown K. Knott T. Kotecha Marianna Fontana S. Plein James C. Moon Peter Kellman 187 44 0 02 Nov 2019
Comb Convolution for Efficient Convolutional Architecture Dandan Li Yuan Zhou Shuwei Huo S. Kung 35 0 0 01 Nov 2019
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames Erik Wijmans Abhishek Kadian Ari S. Morcos Stefan Lee Irfan Essa Devi Parikh Manolis Savva Dhruv Batra 125 485 0 01 Nov 2019