Title
Semantic Regularisation for Recurrent Image Annotation Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 109 104 0 16 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 741 10,396 0 16 Nov 2016
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 359 803 0 16 Nov 2016
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection Hisham Cholakkal Jubin Johnson D. Rajan 77 15 0 16 Nov 2016
Unsupervised Learning of Important Objects from First-Person Videos Gedas Bertasius H. Park Stella X. Yu Jianbo Shi EgoV 70 25 0 16 Nov 2016
A Semi-supervised Framework for Image Captioning Wenhu Chen Aurelien Lucchi Thomas Hofmann 105 9 0 16 Nov 2016
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification Shu Zhang Ran He Tieniu Tan CVBM 3DH 95 73 0 16 Nov 2016
Will People Like Your Image? Learning the Aesthetic Space Katharina Schwarz P. Wieschollek Hendrik P. A. Lensch 89 49 0 16 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Zorah Lähner Luc Van Gool VOS 131 920 0 16 Nov 2016
Training Spiking Deep Networks for Neuromorphic Hardware Eric Hunsberger C. Eliasmith 82 133 0 16 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 188 706 0 15 Nov 2016
How to scale distributed deep learning? Peter H. Jin Qiaochu Yuan F. Iandola Kurt Keutzer 3DH 97 137 0 14 Nov 2016
Character-level Convolutional Network for Text Classification Applied to Chinese Corpus Weijie Huang Jun Wang AI4CE 48 24 0 14 Nov 2016
Convolutional Regression for Visual Tracking Kai Chen Wenbing Tao 74 50 0 14 Nov 2016
When Fashion Meets Big Data: Discriminative Mining of Best Selling Clothing Features Kuan-Ting Chen Jiebo Luo 82 30 0 11 Nov 2016
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 78 2,137 0 11 Nov 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 397 4,659 0 10 Nov 2016
Ultimate tensorization: compressing convolutional and FC layers alike T. Garipov D. Podoprikhin Alexander Novikov Dmitry Vetrov 94 191 0 10 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 142 694 0 10 Nov 2016
Deep Convolutional Neural Network for 6-DOF Image Localization Daoyuan Jia Yongchi Su Chunping Li 3DPC 47 8 0 08 Nov 2016
Delving into Transferable Adversarial Examples and Black-box Attacks Yanpei Liu Xinyun Chen Chang-rui Liu Basel Alomair AAML 317 1,747 0 08 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 158 283 0 08 Nov 2016
Gradients of Counterfactuals Mukund Sundararajan Ankur Taly Qiqi Yan FAtt 113 104 0 08 Nov 2016
Sigma Delta Quantized Networks Peter O'Connor Max Welling 94 49 0 07 Nov 2016
Fixed-point Factorized Networks Peisong Wang Jian Cheng MQ 91 43 0 07 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 102 133 0 07 Nov 2016
Beyond Fine Tuning: A Modular Approach to Learning on Small Data Ark Anderson Kyle Shaffer A. Yankov Court D. Corley Nathan Oken Hodas 52 15 0 06 Nov 2016
Boosting Image Captioning with Attributes Ting Yao Yingwei Pan Yehao Li Zhaofan Qiu Tao Mei VLM 144 626 0 05 Nov 2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 116 217 0 04 Nov 2016
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 271 178 0 04 Nov 2016
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 619 3,156 0 04 Nov 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 145 1,228 0 03 Nov 2016
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 134 351 0 02 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 610 3,239 0 30 Oct 2016
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 220 1,044 0 27 Oct 2016
Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016 A. P. Twinanda Didier Mutter J. Marescaux M. de Mathelin N. Padoy 76 23 0 27 Oct 2016
Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016 A. P. Twinanda Didier Mutter J. Marescaux M. de Mathelin N. Padoy 93 44 0 27 Oct 2016
Universal adversarial perturbations Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi Omar Fawzi P. Frossard AAML 398 2,540 0 26 Oct 2016
Word Embeddings and Their Use In Sentence Classification Tasks Amit Mandelbaum Adi Shalev 67 80 0 26 Oct 2016
End-to-end Learning of Deep Visual Representations for Image Retrieval Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus VLM 106 543 0 25 Oct 2016
Deep image mining for diabetic retinopathy screening G. Quellec K. Charrière Yassine Boudi B. Cochener M. Lamard MedIm 218 420 0 22 Oct 2016
Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification Yilun Cao Hyungtae Lee H. Kwon 39 8 0 21 Oct 2016
Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches E. Rodner Marcel Simon Robert B. Fisher Joachim Denzler 89 40 0 21 Oct 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 253 408 0 20 Oct 2016
Spatio-Temporal Attention Models for Grounded Video Captioning M. Zanfir Elisabeta Marinoiu C. Sminchisescu 134 50 0 17 Oct 2016
Assessing Threat of Adversarial Examples on Deep Neural Networks Abigail Graese Andras Rozsa Terrance E. Boult AAML 106 57 0 13 Oct 2016
Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes Qi Dong S. Gong Xiatian Zhu 140 87 0 12 Oct 2016
Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs Chong Li Yi Yang Min Feng S. Chakradhar Huiyang Zhou 69 101 0 12 Oct 2016
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning Lieke Gelderloos Grzegorz Chrupała 83 31 0 11 Oct 2016
Multiple Instance Learning Convolutional Neural Networks for Object Recognition Miao Sun T. Han Ming-Chang Liu Ahmad Khodayari-Rostamabad SSL 83 46 0 11 Oct 2016