Very Deep Convolutional Networks for Large-Scale Image Recognition

4 September 2014

Papers citing "Very Deep Convolutional Networks for Large-Scale Image Recognition"

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Title
Hardware for Machine Learning: Challenges and Opportunities Vivienne Sze Yu-hsin Chen Joel S. Einer Amr Suleiman Zhengdong Zhang 39 77 0 22 Dec 2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 19 260 0 22 Dec 2016
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design Ruijin Cang Yaopengxiao Xu Shaohua Chen Yongming Liu Yang Jiao Max Yi Ren AI4CE 3DV 38 156 0 22 Dec 2016
Multi-Agent Cooperation and the Emergence of (Natural) Language Angeliki Lazaridou A. Peysakhovich Marco Baroni LLMAG 65 430 0 21 Dec 2016
An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu G. Wang Jianfei Cai Tsuhan Chen 31 132 0 21 Dec 2016
Personalized Video Recommendation Using Rich Contents from Videos Xingzhong Du Hongzhi Yin Ling-Hao Chen Yang Wang Yi Yang Xiaofang Zhou VGen 61 10 0 21 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images Veda Murthy L. Hou Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 19 36 0 20 Dec 2016
Action-Driven Object Detection with Top-Down Visual Attentions Donggeun Yoo Sunggyun Park K. Paeng Joon-Young Lee In So Kweon ObjD 21 6 0 20 Dec 2016
Deep Motion Features for Visual Tracking Susanna Gladh Martin Danelljan Fahad Shahbaz Khan Michael Felsberg 33 89 0 20 Dec 2016
Wide-Slice Residual Networks for Food Recognition N. Martinel G. Foresti C. Micheloni 36 201 0 20 Dec 2016
Automatic Generation of Grounded Visual Questions Shijie Zhang Zhuang Li Shaodi You Zhenglu Yang Jiawan Zhang OOD 27 79 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Asynchronous Temporal Fields for Action Recognition Gunnar Sigurdsson S. Divvala Ali Farhadi Abhinav Gupta BDL 29 170 0 19 Dec 2016
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 35 768 0 19 Dec 2016
Simple Black-Box Adversarial Perturbations for Deep Networks Nina Narodytska S. Kasiviswanathan AAML 27 237 0 19 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 18 66 0 19 Dec 2016
Dual Deep Network for Visual Tracking Zhizhen Chi Hongyang Li Huchuan Lu Ming-Hsuan Yang 35 114 0 19 Dec 2016
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert 46 312 0 16 Dec 2016
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 44 86 0 16 Dec 2016
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Tran Minh Quan David Grant Colburn Hildebrand W. Jeong 29 237 0 16 Dec 2016
Towards a Deep Learning Framework for Unconstrained Face Detection Yutong Zheng Chenchen Zhu Khoa Luu Chandrasekhar Bhagavatula T. Hoang Ngan Le Marios Savvides CVBM ObjD 24 27 0 16 Dec 2016
A Fully Convolutional Deep Auditory Model for Musical Chord Recognition Filip Korzeniowski Gerhard Widmer 24 81 0 15 Dec 2016
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States Cewu Lu Hao Su Yongyi Lu L. Yi Chi-Keung Tang Leonidas Guibas 25 33 0 15 Dec 2016
Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration Cecilia S. Lee Doug M. Baughman Aaron Y. Lee MedIm 30 310 0 15 Dec 2016
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 44 345 0 14 Dec 2016
Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks Seyed A. Esmaeili Bharat Singh L. Davis 29 38 0 14 Dec 2016
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 32 145 0 14 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 80 704 0 14 Dec 2016
Single Image Action Recognition using Semantic Body Part Actions Zhichen Zhao Huimin Ma Shaodi You 30 74 0 14 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 27 458 0 13 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 55 378 0 13 Dec 2016
An empirical analysis of the optimization of deep network loss surfaces Daniel Jiwoong Im Michael Tao K. Branson ODL 35 62 0 13 Dec 2016
Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks S. Hashemi Nicholas Anthony Hokchhay Tann R. I. Bahar Sherief Reda MQ HAI 13 117 0 12 Dec 2016
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J. Dolz Christian Desrosiers Ismail Ben Ayed 3DV 32 364 0 12 Dec 2016
Inverse Compositional Spatial Transformer Networks Chen-Hsuan Lin Simon Lucey 24 162 0 12 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 42 1,369 0 12 Dec 2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification Maksim Lapin Matthias Hein Bernt Schiele 41 102 0 12 Dec 2016
Statistics of Visual Responses to Object Stimuli from Primate AIT Neurons to DNN Neurons Qiulei Dong Zhanyi Hu 26 11 0 12 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 29 71 0 10 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 294 21,900 0 09 Dec 2016
Boundary-aware Instance Segmentation Zeeshan Hayder Xuming He Mathieu Salzmann ISeg 32 30 0 09 Dec 2016
Clipper: A Low-Latency Online Prediction Serving System D. Crankshaw Xin Wang Giulio Zhou Michael Franklin Joseph E. Gonzalez Ion Stoica 32 672 0 09 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 36 119 0 09 Dec 2016
Facial Expression Recognition using Convolutional Neural Networks: State of the Art C. Pramerdorfer M. Kampel CVBM 100 246 0 09 Dec 2016
Deep TEN: Texture Encoding Network Hang Zhang Jia Xue Kristin J. Dana 3DV 55 229 0 08 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 63 225 0 08 Dec 2016
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 3DPC 3DV 34 90 0 08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 22 786 0 08 Dec 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis Stergios Christodoulidis M. Anthimopoulos L. Ebner Andreas Christe Stavroula Mougiakakou 16 133 0 08 Dec 2016