Rethinking the Inception Architecture for Computer Vision

2 December 2015

Sergey Ioffe

Papers citing "Rethinking the Inception Architecture for Computer Vision"

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Title
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 48 1,743 0 31 Aug 2017
Revisiting knowledge transfer for training object class detectors J. Uijlings S. Popov V. Ferrari VLM ObjD 17 71 0 21 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
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative Zhiming Zhou Weinan Zhang Jun Wang 32 19 0 05 Aug 2017
Automatic Spatially-aware Fashion Concept Discovery Xintong Han Zuxuan Wu Phoenix X. Huang Xiao Zhang Menglong Zhu Yuan Li Yang Zhao L. Davis 47 267 0 03 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 25 600 0 03 Aug 2017
Owl: A General-Purpose Numerical Library in OCaml Liang Wang 21 22 0 30 Jul 2017
SLEEPNET: Automated Sleep Staging System via Deep Learning Siddharth Biswal Joshua A. Kulas Haoqi Sun B. Goparaju M. P. M. Brandon Westover M. Bianchi Jimeng Sun MLAU 20 136 0 26 Jul 2017
Likelihood Estimation for Generative Adversarial Networks Hamid Eghbalzadeh Gerhard Widmer GAN 32 8 0 24 Jul 2017
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification William Lotter Greg Sorensen David D. Cox 32 141 0 21 Jul 2017
Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation YuXuan Liu Abhishek Gupta Pieter Abbeel Sergey Levine 44 375 0 11 Jul 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 33 81 0 10 Jul 2017
Real-time Distracted Driver Posture Classification Yehya Abouelnaga Hesham M. Eraqi Mohamed Moustafa 24 202 0 28 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks Mihaela Rosca Balaji Lakshminarayanan David Warde-Farley S. Mohamed DRL GAN 25 263 0 15 Jun 2017
Large-Scale YouTube-8M Video Understanding with Deep Neural Networks Manuk Akopyan Eshsou Khashba 22 7 0 14 Jun 2017
Device Placement Optimization with Reinforcement Learning Azalia Mirhoseini Hieu H. Pham Quoc V. Le Benoit Steiner Rasmus Larsen Yuefeng Zhou Naveen Kumar Mohammad Norouzi Samy Bengio J. Dean 27 436 0 13 Jun 2017
SmoothGrad: removing noise by adding noise D. Smilkov Nikhil Thorat Been Kim F. Viégas Martin Wattenberg FAtt ODL 77 2,204 0 12 Jun 2017
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters Huatian Zhang Zeyu Zheng Shizhen Xu Wei-Ming Dai Qirong Ho Xiaodan Liang Zhiting Hu Jinliang Wei P. Xie Eric Xing GNN 33 343 0 11 Jun 2017
Recurrent computations for visual pattern completion Hanlin Tang Martin Schrimpf William Lotter Charlotte Moerman Ana Paredes Josue Ortega Caro Walter Hardesty David D. Cox Gabriel Kreiman 31 211 0 07 Jun 2017
Compression Fractures Detection on CT A. Bar Lior Wolf Orna Bergman Amitai Eyal Toledano E. Elnekave 21 68 0 06 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 35 4 0 01 Jun 2017
Fast Single-Class Classification and the Principle of Logit Separation Gil Keren Sivan Sabato Björn Schuller 16 6 0 29 May 2017
Deep Matching and Validation Network -- An End-to-End Solution to Constrained Image Splicing Localization and Detection Yue Wu Wael Abd-Almageed Premkumar Natarajan 14 111 0 27 May 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 44 795 0 24 May 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 27 1,018 0 23 May 2017
The Marginal Value of Adaptive Gradient Methods in Machine Learning Ashia Wilson Rebecca Roelofs Mitchell Stern Nathan Srebro Benjamin Recht ODL 20 1,013 0 23 May 2017
Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks Behzad Hassani Mohammad H. Mahoor CVBM 32 24 0 22 May 2017
Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods Nicholas Carlini D. Wagner AAML 61 1,842 0 20 May 2017
Ensemble Adversarial Training: Attacks and Defenses Florian Tramèr Alexey Kurakin Nicolas Papernot Ian Goodfellow Dan Boneh Patrick McDaniel AAML 65 2,699 0 19 May 2017
Exploring the structure of a real-time, arbitrary neural artistic stylization network Golnaz Ghiasi Honglak Lee M. Kudlur Vincent Dumoulin Jonathon Shlens 32 290 0 18 May 2017
Revisiting IM2GPS in the Deep Learning Era Nam N. Vo Nathan Jacobs James Hays 20 113 0 13 May 2017
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections Hsien-De Huang Hung-Yu kao AAML 19 147 0 12 May 2017
Imagination improves Multimodal Translation Desmond Elliott Ákos Kádár 29 136 0 11 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 37 803 0 08 May 2017
ChineseFoodNet: A large-scale Image Dataset for Chinese Food Recognition Xin Chen Yu Zhu Huan Zhou Liang Diao Dongyan Wang 27 104 0 08 May 2017
Toward Low-Flying Autonomous MAV Trail Navigation using Deep Neural Networks for Environmental Awareness Nikolai Smolyanskiy A. Kamenev Jeffrey Smith Stan Birchfield 32 222 0 07 May 2017
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation G. Ning Zhi Zhang Zhiquan He GAN 29 169 0 05 May 2017
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions Nadav Cohen Or Sharir Yoav Levine Ronen Tamari David Yakira Amnon Shashua 20 38 0 05 May 2017
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks Yehui Yang Tao Li Wensi Li Haishan Wu Wei Fan Wensheng Zhang MedIm 31 174 0 02 May 2017
Deep Learning in the Automotive Industry: Applications and Tools André Luckow M. Cook Nathan Ashcraft Edwin Weill Emil Djerekarov Bennie Vorster 17 116 0 30 Apr 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 Apr 2017
Attention-based Extraction of Structured Information from Street View Imagery Z. Wojna Alexander N. Gorban Dar-Shyang Lee Kevin Patrick Murphy Qian Yu Yeqing Li Julian Ibarz 25 152 0 11 Apr 2017
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering V. Kazemi Ali Elqursh OOD 28 183 0 11 Apr 2017
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises T. Nguyen Firoj Alam Ferda Ofli Muhammad Imran 29 86 0 09 Apr 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks Weilin Xu David Evans Yanjun Qi AAML 25 1,233 0 04 Apr 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 32 241 0 30 Mar 2017
Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences Zhiyuan Shi Tae-Kyun Kim 14 80 0 28 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 26 171 0 27 Mar 2017
Perception Driven Texture Generation Yanhai Gan Huifang Chi Ying Gao Jun Liu G. Zhong Junyu Dong OOD 31 12 0 24 Mar 2017
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields Behzad Hassani Mohammad H. Mahoor CVBM 30 86 0 20 Mar 2017