Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

23 February 2016

Sergey Ioffe

Papers citing "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning"

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Title
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets M. Jabreel Antonio Moreno 21 25 0 26 Feb 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 44 479 0 26 Feb 2018
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network Yanting Hu Xinbo Gao Jie Li Yuanfei Huang Hanzi Wang SupR 24 52 0 24 Feb 2018
Harmonious Attention Network for Person Re-Identification Wei Li Xiatian Zhu S. Gong 21 1,341 0 22 Feb 2018
SparCML: High-Performance Sparse Communication for Machine Learning Cédric Renggli Saleh Ashkboos Mehdi Aghagolzadeh Dan Alistarh Torsten Hoefler 29 126 0 22 Feb 2018
A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets Fabian Schuiki Michael Schaffner Frank K. Gürkaynak Luca Benini 26 70 0 19 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone Hiroya Maeda Y. Sekimoto Toshikazu Seto Takehiro Kashiyama Hiroshi Omata 25 664 0 29 Jan 2018
Effective Building Block Design for Deep Convolutional Neural Networks using Search Jayanta K. Dutta Jiayi Liu Unmesh Kurup Mohak Shah 3DV 29 11 0 25 Jan 2018
Sparsely Aggregated Convolutional Networks Ligeng Zhu Ruizhi Deng Michael Maire Zhiwei Deng Greg Mori P. Tan 3DPC 32 9 0 18 Jan 2018
Evidential Occupancy Grid Map Augmentation using Deep Learning Sascha Wirges Felix Hartenbach Christoph Stiller 11 24 0 16 Jan 2018
An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images Zenan Ling Robert C. Qiu Zhijian Jin Yuhang Zhang Xing He Haichun Liu L. Chu 26 48 0 16 Jan 2018
SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural Networks Linnan Wang Jinmian Ye Yiyang Zhao Wei Yu Wu Ang Li Shuaiwen Leon Song Zenglin Xu Tim Kraska 3DH 43 264 0 13 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 17 305 0 09 Jan 2018
Improved Inception-Residual Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari 46 116 0 28 Dec 2017
Detect-and-Track: Efficient Pose Estimation in Videos Rohit Girdhar Georgia Gkioxari Lorenzo Torresani Manohar Paluri Du Tran 3DH 32 229 0 26 Dec 2017
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe ObjD 30 11 0 23 Dec 2017
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition Jinmian Ye Linnan Wang Guangxi Li Di Chen Shandian Zhe Xinqi Chu Zenglin Xu 26 132 0 14 Dec 2017
Symbol detection in online handwritten graphics using Faster R-CNN Frank D. Julca-Aguilar N. Hirata 28 25 0 13 Dec 2017
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 Federico Baldassarre Diego Gonzalez Morin Lucas Rodés-Guirao 24 104 0 09 Dec 2017
Rank of Experts: Detection Network Ensemble Seung-Hwan Bae Youngwan Lee Y. Jo Yuseok Bae Joong-won Hwang ObjD 26 5 0 01 Dec 2017
Towards Alzheimer's Disease Classification through Transfer Learning Marcia Hon N. Khan MedIm 29 208 0 29 Nov 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 26 1 0 28 Nov 2017
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification Xiang Long Chuang Gan Gerard de Melo Jiajun Wu Xiao-Chang Liu Shilei Wen 31 208 0 27 Nov 2017
An Introduction to Deep Visual Explanation H. Babiker Randy Goebel FAtt AAML 32 19 0 26 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 63 1,415 0 20 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 31 25 0 15 Nov 2017
Scale out for large minibatch SGD: Residual network training on ImageNet-1K with improved accuracy and reduced time to train V. Codreanu Damian Podareanu V. Saletore 36 55 0 12 Nov 2017
DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers Akshay Sethi A. Sankaran Naveen Panwar Shreya Khare Senthil Mani 3DV 15 33 0 09 Nov 2017
Intriguing Properties of Adversarial Examples E. D. Cubuk Barret Zoph S. Schoenholz Quoc V. Le AAML 23 84 0 08 Nov 2017
Attentional Pooling for Action Recognition Rohit Girdhar Deva Ramanan 24 319 0 04 Nov 2017
Fixing a Broken ELBO Alexander A. Alemi Ben Poole Ian S. Fischer Joshua V. Dillon Rif A. Saurous Kevin Patrick Murphy DRL BDL 36 80 0 01 Nov 2017
Boosting Adversarial Attacks with Momentum Yinpeng Dong Fangzhou Liao Tianyu Pang Hang Su Jun Zhu Xiaolin Hu Jianguo Li AAML 24 83 0 17 Oct 2017
Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification Igor Gitman Boris Ginsburg 8 65 0 24 Sep 2017
Recognizing Objects In-the-wild: Where Do We Stand? Mohammad Reza Loghmani Barbara Caputo Markus Vincze 21 40 0 18 Sep 2017
Multi-scale Deep Learning Architectures for Person Re-identification Xuelin Qian Yanwei Fu Yu-Gang Jiang Tao Xiang Xiangyang Xue 28 276 0 15 Sep 2017
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data Hongming Li Mohamad Habes Yong-Xian Fan 27 34 0 05 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 51 26,022 0 05 Sep 2017
WRPN: Wide Reduced-Precision Networks Asit K. Mishra Eriko Nurvitadhi Jeffrey J. Cook Debbie Marr MQ 33 266 0 04 Sep 2017
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 22 1,732 0 31 Aug 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 40 382 0 16 Aug 2017
BitNet: Bit-Regularized Deep Neural Networks Aswin Raghavan Mohamed R. Amer S. Chai Graham Taylor MQ 35 10 0 16 Aug 2017
Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification Yunlong Bian Chuang Gan Xiao-Chang Liu Fu Li Xiang Long Yandong Li Heng Qi Jie Zhou Shilei Wen Yuanqing Lin 18 48 0 12 Aug 2017
Distributed Training Large-Scale Deep Architectures Shang-Xuan Zou Chun-Yen Chen Jui-Lin Wu Chun-Nan Chou Chia-Chin Tsao Kuan-Chieh Tung Ting-Wei Lin Cheng-Lung Sung Edward Y. Chang 18 22 0 10 Aug 2017
Reinforced Video Captioning with Entailment Rewards Ramakanth Pasunuru Joey Tianyi Zhou 28 114 0 07 Aug 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 22 161 0 06 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 33 35 0 31 Jul 2017
Fast Deep Matting for Portrait Animation on Mobile Phone Bingke Zhu Yingying Chen Jinqiao Wang Si Liu Bo Zhang Ming Tang 3DH 21 78 0 26 Jul 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 28 81 0 10 Jul 2017
Deep Discrete Hashing with Self-supervised Pairwise Labels Jingkuan Song Tao He Hangbo Fan Lianli Gao 26 11 0 07 Jul 2017