Title
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Deep Learning for Identifying Metastatic Breast Cancer Dayong Wang A. Khosla Rishab Gargeya H. Irshad Andrew H. Beck MedIm 33 938 0 18 Jun 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 18 469 0 16 Jun 2016
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 152 3,183 0 15 Jun 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 24 79 0 14 Jun 2016
Open-Set Support Vector Machines Pedro Ribeiro Mendes Júnior Terrance E. Boult Jacques Wainer Anderson de Rezende Rocha VLM 29 18 0 13 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 34 48 0 08 Jun 2016
Active Long Term Memory Networks Tommaso Furlanello Jiaping Zhao Andrew M. Saxe Laurent Itti B. Tjan KELM CLL 32 41 0 07 Jun 2016
Deep neural networks are robust to weight binarization and other non-linear distortions P. Merolla R. Appuswamy John V. Arthur S. K. Esser D. Modha OOD MQ 25 96 0 07 Jun 2016
Integrated perception with recurrent multi-task neural networks Hakan Bilen Andrea Vedaldi ObjD 27 93 0 06 Jun 2016
Incorporating long-range consistency in CNN-based texture generation Guillaume Berger Roland Memisevic 3DV 23 51 0 03 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 25 1,311 0 02 Jun 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 24 1,821 0 01 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 55 141 0 31 May 2016
Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler G. Grefenstette Lawrence Muchemi 11 10 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 41 199 0 30 May 2016
The Latin American Giant Observatory: a successful collaboration in Latin America based on Cosmic Rays and computer science domains Hernán Asorey R. Mayo-García L. Núñez M. Pascual A. J. Rubio-Montero M. Suárez-Durán L. A. Torres-Niño 31 686 0 30 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 35 3,658 0 27 May 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 176 18,276 0 27 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 36 307 0 26 May 2016
Discovering Causal Signals in Images David Lopez-Paz Robert Nishihara Soumith Chintala Bernhard Schölkopf Léon Bottou CML 19 225 0 26 May 2016
DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies Alexander G. Anderson C. P. Berg Daniel P. Mossing Bruno A. Olshausen 14 29 0 26 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 40 177 0 26 May 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 97 78 0 26 May 2016
An Analysis of Deep Neural Network Models for Practical Applications A. Canziani Adam Paszke Eugenio Culurciello 19 1,165 0 24 May 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 35 116 0 24 May 2016
Embedding based on function approximation for large scale image search Thanh-Toan Do Ngai-Man Cheung 30 40 0 23 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 14 161 0 23 May 2016
Fine-to-coarse Knowledge Transfer For Low-Res Image Classification Xingchao Peng Judy Hoffman Stella X. Yu Kate Saenko 24 65 0 21 May 2016
Swapout: Learning an ensemble of deep architectures Saurabh Singh Derek Hoiem David A. Forsyth BDL 3DPC OOD UQCV 26 150 0 20 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 29 127 0 20 May 2016
FPNN: Field Probing Neural Networks for 3D Data Yangyan Li Soren Pirk Hao Su C. Qi Leonidas Guibas 3DPC 32 288 0 20 May 2016
Re-ranking Object Proposals for Object Detection in Automatic Driving Zhun Zhong Mingyi Lei Shaozi Li Jianping Fan 21 5 0 19 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 176 840 0 17 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 36 611 0 16 May 2016
Automatic Image Annotation via Label Transfer in the Semantic Space Tiberio Uricchio Lamberto Ballan Lorenzo Seidenari A. Bimbo VLM 41 82 0 16 May 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 30 563 0 13 May 2016
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ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels H. G. Chen Suren Jayasuriya Jiyue Yang J. Stephen S. Sivaramakrishnan Ashok Veeraraghavan A. Molnar 31 66 0 11 May 2016
Structured Receptive Fields in CNNs J. Jacobsen Jan van Gemert Zhongyu Lou A. Smeulders 16 107 0 10 May 2016
Look-ahead before you leap: end-to-end active recognition by forecasting the effect of motion Dinesh Jayaraman Kristen Grauman 17 91 0 30 Apr 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 41 250 0 30 Apr 2016
Artistic style transfer for videos Manuel Ruder Alexey Dosovitskiy Thomas Brox 26 194 0 28 Apr 2016
Simultaneous Food Localization and Recognition Marc Bolaños Petia Radeva 16 94 0 27 Apr 2016
Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration Panqu Wang I. Gauthier G. Cottrell OOD CVBM 14 20 0 26 Apr 2016
Stochastic Variance-Reduced ADMM Shuai Zheng James T. Kwok 49 59 0 24 Apr 2016
Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction Jianfeng Dong Xirong Li Cees G. M. Snoek 3DV 24 35 0 23 Apr 2016
Articulated Hand Pose Estimation Review Emad Barsoum 21 21 0 21 Apr 2016
Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks Gonçalo Oliveira Xavier Frazão A. Pimentel B. Ribeiro 35 44 0 20 Apr 2016
Scene Parsing with Integration of Parametric and Non-parametric Models Bing Shuai Zhen Zuo G. Wang Bernie Wang 27 18 0 20 Apr 2016