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
Evidential Occupancy Grid Map Augmentation using Deep Learning Sascha Wirges Felix Hartenbach Christoph Stiller 9 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 39 264 0 13 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 12 305 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 23 229 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 27 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 16 104 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 24 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 61 1,415 0 20 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 29 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 31 54 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 19 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 19 34 0 05 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 48 26,022 0 05 Sep 2017
WRPN: Wide Reduced-Precision Networks Asit K. Mishra Eriko Nurvitadhi Jeffrey J. Cook Debbie Marr MQ 28 266 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 30 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 28 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 16 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 18 11 0 07 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 53 558 0 05 Jul 2017
One Model To Learn Them All Lukasz Kaiser Aidan N. Gomez Noam M. Shazeer Ashish Vaswani Niki Parmar Llion Jones Jakob Uszkoreit VLM ViT 17 333 0 16 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,361 0 14 Jun 2017
Transfer entropy-based feedback improves performance in artificial neural networks S. Herzog Christian Tetzlaff F. Worgotter 13 7 0 13 Jun 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN Hyeungill Lee Sungyeob Han Jungwoo Lee AAML GAN 6 149 0 09 May 2017
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation G. Ning Zhi Zhang Zhiquan He GAN 21 169 0 05 May 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 17 54 0 02 May 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 33 86 0 25 Apr 2017
Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru Joey Tianyi Zhou 33 116 0 24 Apr 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 66 3,288 0 23 Apr 2017