Title
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 215 929 0 02 Mar 2020
Non-linear Neurons with Human-like Apical Dendrite Activations Mariana-Iuliana Georgescu Radu Tudor Ionescu Nicolae-Cătălin Ristea N. Sebe 22 19 0 02 Feb 2020
ClusterFit: Improving Generalization of Visual Representations Xueting Yan Ishan Misra Abhinav Gupta Deepti Ghadiyaram D. Mahajan SSL VLM 41 132 0 06 Dec 2019
Attribute Restoration Framework for Anomaly Detection Chaoqin Huang Fei Ye Jinkun Cao Maosen Li Ya Zhang Cewu Lu 41 48 0 25 Nov 2019
FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning Jiancheng Cai Hu Han Shiguang Shan Xilin Chen GAN CVBM 28 41 0 04 Nov 2019
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments Martin Weiss Simon Chamorro Roger Girgis Margaux Luck Samira Ebrahimi Kahou Joseph Paul Cohen Derek Nowrouzezahrai Doina Precup Florian Golemo C. Pal 56 11 0 29 Oct 2019
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation Chunlei Liu Wenrui Ding Xin Xia Baochang Zhang Jiaxin Gu Jianzhuang Liu Rongrong Ji David Doermann MQ 30 73 0 24 Oct 2019
Towards Best Practice in Explaining Neural Network Decisions with LRP M. Kohlbrenner Alexander Bauer Shinichi Nakajima Alexander Binder Wojciech Samek Sebastian Lapuschkin 37 147 0 22 Oct 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 53 350 0 16 Sep 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 78 2 0 11 Jul 2019
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 39 18 0 19 Nov 2018
Towards Alzheimer's Disease Classification through Transfer Learning Marcia Hon N. Khan MedIm 46 209 0 29 Nov 2017
Deep Learning for identifying radiogenomic associations in breast cancer Zhe Zhu Ehab Albadawy Ashirbani Saha Jun Zhang Michael R. Harowicz Maciej A. Mazurowski 28 126 0 29 Nov 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 51 897 0 23 May 2017
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense Sailik Sengupta Tathagata Chakraborti S. Kambhampati AAML 38 63 0 19 May 2017
Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks Hokchhay Tann S. Hashemi Iris Bahar Sherief Reda MQ 44 74 0 11 May 2017
Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks Yifan Liu Zengchang Qin Zhenbo Luo Hua Wang GAN 40 86 0 04 May 2017
Ternary Neural Networks with Fine-Grained Quantization Naveen Mellempudi Abhisek Kundu Dheevatsa Mudigere Dipankar Das Bharat Kaul Pradeep Dubey MQ 35 111 0 02 May 2017
Deep Learning in the Automotive Industry: Applications and Tools André Luckow M. Cook Nathan Ashcraft Edwin Weill Emil Djerekarov Bennie Vorster 45 117 0 30 Apr 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 45 181 0 06 Mar 2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Marc Aubreville C. Knipfer N. Oetter Christian Jaremenko E. Rodner Joachim Denzler C. Bohr H. Neumann Florian Stelzle Andreas Maier 35 233 0 05 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 64 836 0 04 Mar 2017
EmotioNet Challenge: Recognition of facial expressions of emotion in the wild C. F. Benitez-Quiroz R. Srinivasan Qianli Feng Yan Wang Aleix M. Martinez CVBM 38 81 0 03 Mar 2017
A Dataset for Developing and Benchmarking Active Vision Phil Ammirato Patrick Poirson Eunbyung Park Jana Kosecka Alexander C. Berg VLM ObjD 68 185 0 27 Feb 2017
Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation C. N. Vasconcelos Bárbara Nader Vasconcelos MedIm 15 32 0 22 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 47 65 0 15 Feb 2017
Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation Kota Hara Raviteja Vemulapalli Rama Chellappa 31 84 0 06 Feb 2017
Deep Learning with Low Precision by Half-wave Gaussian Quantization Zhaowei Cai Xiaodong He Jian Sun Nuno Vasconcelos MQ 73 504 0 03 Feb 2017
Faceness-Net: Face Detection through Deep Facial Part Responses Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 29 138 0 29 Jan 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 39 1,909 0 23 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 54 381 0 19 Jan 2017
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval Veronika Cheplygina Xuemin Lin D. Lynch Weinan Zhang 41 156 0 18 Jan 2017
Deep Learning for Computational Chemistry Garrett B. Goh Nathan Oken Hodas Abhinav Vishnu AI4CE 32 674 0 17 Jan 2017
Learning to Invert: Signal Recovery via Deep Convolutional Networks Ali Mousavi Richard G. Baraniuk 76 285 0 14 Jan 2017
Cost-Effective Active Learning for Deep Image Classification Keze Wang Dongyu Zhang Ya Li Ruimao Zhang Liang Lin VLM 36 676 0 13 Jan 2017
An OpenCL(TM) Deep Learning Accelerator on Arria 10 U. Aydonat Shane O'Connell D. Capalija A. Ling Gordon R. Chiu BDL AI4CE 22 240 0 13 Jan 2017
Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification Igor Barros Barbosa Marco Cristani Barbara Caputo Aleksander Rognhaugen T. Theoharis 38 197 0 11 Jan 2017
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing Ehsan Jahangiri E. Yoruk René Vidal L. Younes D. Geman 31 10 0 09 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 57 1,721 0 31 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 107 15,535 0 25 Dec 2016
Deep Motion Features for Visual Tracking Susanna Gladh Martin Danelljan Fahad Shahbaz Khan Michael Felsberg 44 89 0 20 Dec 2016
Wide-Slice Residual Networks for Food Recognition N. Martinel G. Foresti C. Micheloni 47 201 0 20 Dec 2016
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 49 769 0 19 Dec 2016
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference Yaman Umuroglu Nicholas J. Fraser Giulio Gambardella Michaela Blott Philip H. W. Leong Magnus Jahre K. Vissers MQ 64 988 0 01 Dec 2016
Object Recognition with and without Objects Zhuotun Zhu Lingxi Xie Alan Yuille OCL ObjD 46 81 0 20 Nov 2016
Spatio-Temporal Attention Models for Grounded Video Captioning M. Zanfir Elisabeta Marinoiu C. Sminchisescu 44 50 0 17 Oct 2016
End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering Youngjae Yu Hyungjin Ko Jongwook Choi Gunhee Kim 39 230 0 10 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 478 14,454 0 07 Oct 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 39 615 0 06 Oct 2016
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection Mahdyar Ravanbakhsh Moin Nabi Hossein Mousavi E. Sangineto N. Sebe 38 197 0 02 Oct 2016