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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
Transforming Sensor Data to the Image Domain for Deep Learning - an Application to Footstep Detection Monit Shah Singh Vinaychandran Pondenkandath Bo Zhou P. Lukowicz Marcus Liwicki 96 75 0 04 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 190 1,728 0 31 Dec 2016
Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task Nan Ding Sebastian Goodman Fei Sha Radu Soricut VLM 80 9 0 22 Dec 2016
Efficient Action Detection in Untrimmed Videos via Multi-Task Learning Yi Zhu Shawn D. Newsam 75 33 0 22 Dec 2016
Top-down Visual Saliency Guided by Captions Vasili Ramanishka Abir Das Jianming Zhang Kate Saenko 84 143 0 21 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 48 6 0 20 Dec 2016
Unsupervised Perceptual Rewards for Imitation Learning P. Sermanet Kelvin Xu Sergey Levine SSL 131 160 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 30 19 0 20 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 167 1,537 0 16 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 155 2,730 0 10 Dec 2016
Clipper: A Low-Latency Online Prediction Serving System D. Crankshaw Xin Wang Giulio Zhou Michael Franklin Joseph E. Gonzalez Ion Stoica 129 684 0 09 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 94 370 0 08 Dec 2016
DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer Huizhong Zhou J. Uhrig N. Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox 3DV MDE 141 703 0 07 Dec 2016
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 138 1,458 0 06 Dec 2016
Towards the Limit of Network Quantization Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 83 195 0 05 Dec 2016
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 910 5,858 0 05 Dec 2016
Human-In-The-Loop Person Re-Identification Hanxiao Wang S. Gong Xiatian Zhu Tao Xiang 130 110 0 05 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 179 446 0 01 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 116 2,576 0 30 Nov 2016
Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition Yaming Wang Vlad I. Morariu L. Davis 75 10 0 29 Nov 2016
Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition Timur M. Bagautdinov Alexandre Alahi François Fleuret Pascal Fua Silvio Savarese 61 218 0 28 Nov 2016
Deep Convolutional Neural Networks with Merge-and-Run Mappings Liming Zhao Jingdong Wang Xi Li Zhuowen Tu Yueting Zhuang MoMe 111 68 0 23 Nov 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 133 600 0 23 Nov 2016
Local minima in training of neural networks G. Swirszcz Wojciech M. Czarnecki Razvan Pascanu ODL 83 73 0 19 Nov 2016
dMath: Distributed Linear Algebra for DL S. Eliuk Cameron Upright Hars Vardhan Stephen Walsh Trevor Gale 46 1 0 19 Nov 2016
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang Zhizhong Li Chen Change Loy Dahua Lin MDE 77 261 0 17 Nov 2016
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua 84 1,666 0 17 Nov 2016
Multimodal Memory Modelling for Video Captioning Junbo Wang Wei Wang Yan Huang Liang Wang Tieniu Tan 111 142 0 17 Nov 2016
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen Xiangfei Kong G. Wang Yap-Peng Tan 59 14 0 17 Nov 2016
Semantic Regularisation for Recurrent Image Annotation Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 102 104 0 16 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 534 10,373 0 16 Nov 2016
Towards the Science of Security and Privacy in Machine Learning Nicolas Papernot Patrick McDaniel Arunesh Sinha Michael P. Wellman AAML 99 474 0 11 Nov 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 372 4,639 0 10 Nov 2016
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 142 719 0 07 Nov 2016
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Depeng Liang Yongdong Zhang 76 23 0 07 Nov 2016
Deep Label Distribution Learning with Label Ambiguity Bin-Bin Gao Chao Xing Chen-Wei Xie Jianxin Wu Xin Geng 65 432 0 06 Nov 2016
Semi-supervised deep learning by metric embedding Elad Hoffer Nir Ailon SSL 75 27 0 04 Nov 2016
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 491 3,151 0 04 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 375 5,398 0 03 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 500 3,227 0 30 Oct 2016
On Unifying Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization Yuan Xie Dacheng Tao Wensheng Zhang Lei Zhang Yan Liu Yanyun Qu 69 376 0 23 Oct 2016
Master's Thesis : Deep Learning for Visual Recognition Rémi Cadène Nicolas Thome Matthieu Cord 119 4 0 18 Oct 2016
M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification Rémi Cadène Thomas Robert Nicolas Thome Matthieu Cord 72 31 0 18 Oct 2016
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection Xianzhi Du Mostafa El-Khamy Jungwon Lee L. Davis 64 275 0 11 Oct 2016
Deep Pyramidal Residual Networks Dongyoon Han Jiwhan Kim Junmo Kim 136 694 0 10 Oct 2016
Crafting GBD-Net for Object Detection Xingyu Zeng Wanli Ouyang Junjie Yan Hongsheng Li Tong Xiao ... Yucong Zhou Binh Yang Zhe Wang Hui Zhou Xiaogang Wang ObjD 84 138 0 08 Oct 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 553 20,227 0 07 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.6K 14,662 0 07 Oct 2016
Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs Limin Wang Sheng Guo Weilin Huang Yuanjun Xiong Yu Qiao 111 144 0 04 Oct 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 181 2,518 0 29 Sep 2016