Title
Active Long Term Memory Networks Tommaso Furlanello Jiaping Zhao Andrew M. Saxe Laurent Itti B. Tjan KELM CLL 94 42 0 07 Jun 2016
Systematic evaluation of CNN advances on the ImageNet Dmytro Mishkin N. Sergievskiy Jirí Matas FAtt 67 124 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 107 96 0 07 Jun 2016
Integrated perception with recurrent multi-task neural networks Hakan Bilen Andrea Vedaldi ObjD 98 94 0 06 Jun 2016
Incorporating long-range consistency in CNN-based texture generation Guillaume Berger Roland Memisevic 3DV 142 51 0 03 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 296 1,316 0 02 Jun 2016
Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks Shizhao Sun Wei Chen Jiang Bian Xiaoguang Liu Tie-Yan Liu FedML 57 29 0 02 Jun 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 472 1,836 0 01 Jun 2016
Improving Deep Neural Network with Multiple Parametric Exponential Linear Units Yang Li Chunxiao Fan Yong Li Qiong Wu Yue Ming 92 83 0 01 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 213 143 0 31 May 2016
Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler G. Grefenstette Lawrence Muchemi 47 20 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 118 200 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 135 5 0 30 May 2016
Density estimation using Real NVP Falong Shen Jascha Sohl-Dickstein Gang Zeng DRL 113 47 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 730 18,433 0 27 May 2016
Theano-MPI: a Theano-based Distributed Training Framework He Ma Fei Mao Graham W. Taylor GNN 64 49 0 26 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 132 309 0 26 May 2016
Discovering Causal Signals in Images David Lopez-Paz Robert Nishihara Soumith Chintala Bernhard Schölkopf Léon Bottou CML 85 227 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 144 29 0 26 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 120 177 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 295 3,731 0 26 May 2016
An Analysis of Deep Neural Network Models for Practical Applications A. Canziani Adam Paszke Eugenio Culurciello 147 1,171 0 24 May 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 105 117 0 24 May 2016
Embedding based on function approximation for large scale image search Thanh-Toan Do Ngai-Man Cheung 103 40 0 23 May 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 164 162 0 23 May 2016
Fine-to-coarse Knowledge Transfer For Low-Res Image Classification Xingchao Peng Judy Hoffman Stella X. Yu Kate Saenko 70 65 0 21 May 2016
Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups Yani Andrew Ioannou D. Robertson R. Cipolla A. Criminisi 113 266 0 20 May 2016
Swapout: Learning an ensemble of deep architectures Saurabh Singh Derek Hoiem David A. Forsyth BDL 3DPC OOD UQCV 76 150 0 20 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 348 5,657 0 20 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 95 127 0 20 May 2016
FPNN: Field Probing Neural Networks for 3D Data Yangyan Li Soren Pirk Hao Su C. Qi Leonidas Guibas 3DPC 112 290 0 20 May 2016
Re-ranking Object Proposals for Object Detection in Automatic Driving Zhun Zhong Mingyi Lei Shaozi Li Jianping Fan 61 5 0 19 May 2016
Improving Weakly-Supervised Object Localization By Micro-Annotation Alexander Kolesnikov Christoph H. Lampert 84 28 0 18 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 262 843 0 17 May 2016
HARRISON: A Benchmark on HAshtag Recommendation for Real-world Images in Social Networks Minseok Park Hanxiang Li Junmo Kim 3DV VLM 20 26 0 17 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 116 616 0 16 May 2016
Automatic Image Annotation via Label Transfer in the Semantic Space Tiberio Uricchio Lamberto Ballan Lorenzo Seidenari A. Bimbo VLM 112 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 87 569 0 13 May 2016
Movie Description Anna Rohrbach Atousa Torabi Marcus Rohrbach Niket Tandon C. Pal Hugo Larochelle Aaron Courville Bernt Schiele 3DV VGen 110 361 0 12 May 2016
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 107 66 0 11 May 2016
Structured Receptive Fields in CNNs J. Jacobsen Jan van Gemert Zhongyu Lou A. Smeulders 72 108 0 10 May 2016
A Theoretical Analysis of Deep Neural Networks for Texture Classification Saikat Basu Manohar Karki Robert DiBiano S. Mukhopadhyay S. Ganguly R. Nemani Shreekant Gayaka 69 37 0 09 May 2016
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Mateusz Malinowski Marcus Rohrbach Mario Fritz 113 101 0 09 May 2016
Learning Covariant Feature Detectors Karel Lenc Andrea Vedaldi ObjD 115 147 0 04 May 2016
Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification Shayegan Omidshafiei B. Lopez Jonathan P. How J. Vian 60 13 0 03 May 2016
Improving Image Captioning by Concept-based Sentence Reranking Xirong Li Qin Jin 26 5 0 03 May 2016
Look-ahead before you leap: end-to-end active recognition by forecasting the effect of motion Dinesh Jayaraman Kristen Grauman 103 91 0 30 Apr 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 152 252 0 30 Apr 2016
Artistic style transfer for videos Manuel Ruder Alexey Dosovitskiy Thomas Brox 137 193 0 28 Apr 2016
Simultaneous Food Localization and Recognition Marc Bolaños Petia Radeva 103 97 0 27 Apr 2016