Title
End-to-end training of object class detectors for mean average precision Paul Henderson V. Ferrari ObjD 27 257 0 12 Jul 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 263 5,833 0 08 Jul 2016
Parking Stall Vacancy Indicator System Based on Deep Convolutional Neural Networks Sepehr Valipour Mennatullah Siam Eleni Stroulia Martin Jägersand 14 83 0 30 Jun 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 22 4,299 0 29 Jun 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks Felix Grün Christian Rupprecht Nassir Navab Federico Tombari SSL FAtt 19 76 0 24 Jun 2016
Saliency Driven Object recognition in egocentric videos with deep CNN P. Roman J. Benois-Pineau J. Domenger F. Paclet D. Cattaert A. Rugy 27 32 0 23 Jun 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip H. S. Torr Andrea Vedaldi 16 468 0 16 Jun 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 19 79 0 14 Jun 2016
Active Long Term Memory Networks Tommaso Furlanello Jiaping Zhao Andrew M. Saxe Laurent Itti B. Tjan KELM CLL 24 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 23 96 0 07 Jun 2016
Integrated perception with recurrent multi-task neural networks Hakan Bilen Andrea Vedaldi ObjD 19 93 0 06 Jun 2016
Incorporating long-range consistency in CNN-based texture generation Guillaume Berger Roland Memisevic 3DV 8 51 0 03 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 18 1,310 0 02 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 18 141 0 31 May 2016
Parametric Exponential Linear Unit for Deep Convolutional Neural Networks Ludovic Trottier Philippe Giguère B. Chaib-draa 25 199 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 10 5 0 30 May 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Z. Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 31 18,252 0 27 May 2016
Robust Large Margin Deep Neural Networks Jure Sokolić Raja Giryes Guillermo Sapiro M. Rodrigues 24 307 0 26 May 2016
Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Fei Sha VLM 24 177 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 18 3,638 0 26 May 2016
An Analysis of Deep Neural Network Models for Practical Applications A. Canziani Adam Paszke Eugenio Culurciello 19 1,164 0 24 May 2016
Self Paced Deep Learning for Weakly Supervised Object Detection E. Sangineto Moin Nabi D. Ćulibrk N. Sebe WSOD SSL 17 115 0 24 May 2016
Embedding based on function approximation for large scale image search Thanh-Toan Do Ngai-man Cheung 9 40 0 23 May 2016
Fine-to-coarse Knowledge Transfer For Low-Res Image Classification Xingchao Peng Judy Hoffman Stella X. Yu Kate Saenko 11 65 0 21 May 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 24 127 0 20 May 2016
FPNN: Field Probing Neural Networks for 3D Data Yangyan Li Soren Pirk Hao Su C. Qi Leonidas J. Guibas 3DPC 24 287 0 20 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 167 840 0 17 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 19 610 0 16 May 2016
Movie Description Anna Rohrbach Atousa Torabi Marcus Rohrbach Niket Tandon C. Pal Hugo Larochelle Aaron Courville Bernt Schiele 3DV VGen 30 353 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 18 66 0 11 May 2016
DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie Jingdong Wang Zhen Wei Meng Wang Qi Tian 19 249 0 30 Apr 2016
Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration Panqu Wang I. Gauthier G. Cottrell OOD CVBM 9 20 0 26 Apr 2016
Stochastic Variance-Reduced ADMM Shuai Zheng James T. Kwok 28 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 11 35 0 23 Apr 2016
Articulated Hand Pose Estimation Review Emad Barsoum 13 21 0 21 Apr 2016
Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks Gonçalo Oliveira Xavier Frazão A. Pimentel B. Ribeiro 21 44 0 20 Apr 2016
Right whale recognition using convolutional neural networks Andrei Polzounov Ilmira Terpugova Deividas Skiparis A. Mihai 16 12 0 19 Apr 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian-jun Sun SSeg 18 1,002 0 18 Apr 2016
Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling J. Uhrig Marius Cordts Uwe Franke Thomas Brox SSeg 19 173 0 18 Apr 2016
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering Arun Mallya Svetlana Lazebnik 31 119 0 16 Apr 2016
Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection Yu Xiang Wongun Choi Yuanqing Lin Silvio Savarese ObjD 14 281 0 16 Apr 2016
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks Zifeng Wu Chunhua Shen A. Hengel SSeg 17 130 0 15 Apr 2016
Understanding How Image Quality Affects Deep Neural Networks Samuel F. Dodge Lina Karam VLM 4 723 0 14 Apr 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 17 1,336 0 12 Apr 2016
Video Description using Bidirectional Recurrent Neural Networks Álvaro Peris Marc Bolaños P. Radeva F. Casacuberta 9 33 0 12 Apr 2016
Using Deep Learning for Image-Based Plant Disease Detection Sharada Mohanty David P. Hughes M. Salathé 4 3,037 0 11 Apr 2016
TGIF: A New Dataset and Benchmark on Animated GIF Description Yuncheng Li Yale Song Liangliang Cao Joel R. Tetreault Larry Goldberg A. Jaimes Jiebo Luo 11 269 0 10 Apr 2016
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features Lorenzo Baraldi C. Grana Rita Cucchiara 14 9 0 09 Apr 2016
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenovic Giorgos Tolias Ondřej Chum SSL 6 598 0 08 Apr 2016
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 19 1,190 0 06 Apr 2016