Title
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Using Filter Banks in Convolutional Neural Networks for Texture Classification Vincent Andrearczyk P. Whelan 3DV 135 252 0 12 Jan 2016
Exploiting Local Structures with the Kronecker Layer in Convolutional Networks Shuchang Zhou Jia-Nan Wu Yuxin Wu Xinyu Zhou 88 41 0 31 Dec 2015
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses Jiaqian Yu Matthew Blaschko 89 38 0 24 Dec 2015
Adaptive Object Detection Using Adjacency and Zoom Prediction Y. Lu T. Javidi Svetlana Lazebnik ObjD 104 76 0 24 Dec 2015
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Deep Learning with S-shaped Rectified Linear Activation Units Xiaojie Jin Chunyan Xu Jiashi Feng Yunchao Wei Junjun Xiong Shuicheng Yan 432 219 0 22 Dec 2015
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels Ishan Misra C. L. Zitnick Margaret Mitchell Ross B. Girshick NoLa 97 219 0 22 Dec 2015
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 201 1,171 0 21 Dec 2015
Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines Huatian Zhang Zhiting Hu Jinliang Wei P. Xie Gunhee Kim Qirong Ho Eric Xing GNN 63 48 0 19 Dec 2015
Blockout: Dynamic Model Selection for Hierarchical Deep Networks Calvin Murdock Zerui Li Howard Zhou Tom Duerig OOD BDL 88 47 0 16 Dec 2015
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Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 125 1,213 0 14 Dec 2015
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Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images Aravindh Mahendran Andrea Vedaldi FAtt 132 536 0 07 Dec 2015
Sparsifying Neural Network Connections for Face Recognition Yi Sun Xiaogang Wang Xiaoou Tang 3DH CVBM 89 141 0 07 Dec 2015
A Restricted Visual Turing Test for Deep Scene and Event Understanding Qi Tianfu Wu M. Lee Song-Chun Zhu 66 12 0 06 Dec 2015
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang 221 2,252 0 03 Dec 2015
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Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 1.4K 27,513 0 02 Dec 2015
Loss Functions for Top-k Error: Analysis and Insights Maksim Lapin Matthias Hein Bernt Schiele 184 97 0 01 Dec 2015
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 96 199 0 01 Dec 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 156 1,172 0 24 Nov 2015
Where To Look: Focus Regions for Visual Question Answering Kevin J. Shih Saurabh Singh Derek Hoiem 116 462 0 23 Nov 2015
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 130 140 0 23 Nov 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 158 608 0 22 Nov 2015
Gradual DropIn of Layers to Train Very Deep Neural Networks L. Smith Emily M. Hand T. Doster AI4CE 91 33 0 22 Nov 2015
Zoom Better to See Clearer: Human and Object Parsing with Hierarchical Auto-Zoom Net Fangting Xia Peng Wang Liang-Chieh Chen Alan Yuille 159 167 0 21 Nov 2015
Data-dependent Initializations of Convolutional Neural Networks Philipp Krahenbuhl Carl Doersch Jeff Donahue Trevor Darrell VLM 126 203 0 21 Nov 2015
Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets T. Narihira Damian Borth Stella X. Yu Karl S. Ni Trevor Darrell CoGe 41 14 0 21 Nov 2015
The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition J. Krause Benjamin Sapp Andrew Howard Howard Zhou Alexander Toshev Tom Duerig James Philbin Fei-Fei Li 94 364 0 20 Nov 2015
Top-k Multiclass SVM Maksim Lapin Matthias Hein Bernt Schiele VLM 81 92 0 20 Nov 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 199 1,650 0 19 Nov 2015
A convnet for non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele 80 76 0 19 Nov 2015
Comparative Study of Deep Learning Software Frameworks S. Bahrampour Naveen Ramakrishnan Lukas Schott Mohak Shah 109 161 0 19 Nov 2015
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Deep Manifold Traversal: Changing Labels with Convolutional Features Jacob R. Gardner P. Upchurch Matt J. Kusner Yixuan Li Kilian Q. Weinberger Kavita Bala John E. Hopcroft 90 67 0 19 Nov 2015
QBDC: Query by dropout committee for training deep supervised architecture Mélanie Ducoffe F. Precioso OOD MU 46 19 0 19 Nov 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song Alex Schwing R. Zemel R. Urtasun 92 102 0 19 Nov 2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks Stefan Lee Senthil Purushwalkam Michael Cogswell David J. Crandall Dhruv Batra FedML UQCV 116 316 0 19 Nov 2015
Robust Convolutional Neural Networks under Adversarial Noise Jonghoon Jin Aysegül Dündar Eugenio Culurciello 88 77 0 19 Nov 2015