Title
Overcomplete Deep Subspace Clustering Networks Jeya Maria Jose Valanarasu Vishal M. Patel 40 15 0 16 Nov 2020
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Multi-task Metric Learning for Text-independent Speaker Verification Yafeng Chen Wu Guo Jing Shi Jiajun Qi Tan Liu 188 0 0 21 Oct 2020
Anomaly Detection With Conditional Variational Autoencoders Adrian Alan Pol Victor Berger G. Cerminara Cécile Germain M. Pierini CML DRL 24 111 0 12 Oct 2020
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications Bita Hasheminezhad S. Shirzad Nanmiao Wu Patrick Diehl Hannes Schulz Hartmut Kaiser GNN AI4CE 53 4 0 06 Oct 2020
Diversity/Parallelism Trade-off in Distributed Systems with Redundancy Pei Peng E. Soljanin P. Whiting 32 14 0 05 Oct 2020
Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net Chuanbo Wang Ye Guo Wei Chen Zeyun Yu 22 21 0 28 Sep 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 33 7 0 25 Sep 2020
End-to-End Prediction of Parcel Delivery Time with Deep Learning for Smart-City Applications Arthur Cruz de Araujo Ali Etemad 16 35 0 23 Sep 2020
Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections Nidhin Harilal Udit Bhatia M. Singh AI4Cl 11 25 0 23 Sep 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 35 31 0 23 Sep 2020
Information-Theoretic Visual Explanation for Black-Box Classifiers Jihun Yi Eunji Kim Siwon Kim Sungroh Yoon FAtt 25 6 0 23 Sep 2020
FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads Zhen Zheng Pengzhan Zhao Guoping Long Feiwen Zhu Kai Zhu Wenyi Zhao Lansong Diao Jun Yang Wei Lin 27 29 0 23 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 46 79 0 17 Sep 2020
Indoor environment data time-series reconstruction using autoencoder neural networks Antonio Liguori Romana Markovic Thi Thu Ha Dam J. Frisch C. Treeck F. Causone AI4CE 9 36 0 17 Sep 2020
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 27 11 0 10 Sep 2020
Automatic detection of microsleep episodes with deep learning A. Malafeev Anneke Hertig-Godeschalk David R. Schreier J. Skorucak J. Mathis P. Achermann 21 15 0 07 Sep 2020
A Partial Regularization Method for Network Compression E. Zhenqian Weiguo Gao 21 0 0 03 Sep 2020
Geometry-guided Dense Perspective Network for Speech-Driven Facial Animation Jing-ying Liu Binyuan Hui Kun Li Yunke Liu Yu-kun Lai Yuxiang Zhang Yebin Liu Jingyu Yang 3DH CVBM 31 22 0 23 Aug 2020
A Survey of Visual Analytics Techniques for Machine Learning Jun Yuan Changjian Chen Weikai Yang Mengchen Liu Jiazhi Xia Shixia Liu 30 219 0 21 Aug 2020
AIPerf: Automated machine learning as an AI-HPC benchmark Zhixiang Ren Yongheng Liu Tianhui Shi Lei Xie Yue Zhou Jidong Zhai Youhui Zhang Yunquan Zhang Wenguang Chen 32 22 0 17 Aug 2020
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text Abdelrahman Abdallah Mohamed Hamada D. Nurseitov 29 42 0 12 Aug 2020
OCoR: An Overlapping-Aware Code Retriever Qihao Zhu Zeyu Sun Xiran Liang Yingfei Xiong Lu Zhang 22 35 0 12 Aug 2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics Y. Iiyama G. Cerminara Abhijay Gupta J. Kieseler Vladimir Loncar ... Miaoyuan Liu K. Pedro N. Tran E. Kreinar Zhenbin Wu 21 66 0 08 Aug 2020
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation Kasun Bandara Hansika Hewamalage Yuan-Hao Liu Yanfei Kang Christoph Bergmeir AI4TS 53 115 0 06 Aug 2020
Learning from Sparse Demonstrations Wanxin Jin Todd Murphey Dana Kulić Neta Ezer Shaoshuai Mou 24 35 0 05 Aug 2020
DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning Yail Bian John E. Wenskovitch Chris North 23 11 0 31 Jul 2020
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice Li Yang Abdallah Shami AI4CE 39 2,041 0 30 Jul 2020
Accelerating Deep Learning Applications in Space Martina Lofqvist José Cano 42 19 0 21 Jul 2020
Predicting risk of late age-related macular degeneration using deep learning Yifan Peng T. Keenan Qingyu Chen Elvira Agrón Alexis Allot W. Wong E. Chew Zhiyong Lu 25 54 0 19 Jul 2020
Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images J. Bridge S. Harding Yalin Zheng MedIm 12 14 0 10 Jul 2020
HKR For Handwritten Kazakh & Russian Database D. Nurseitov K. Bostanbekov D. Kurmankhojayev Anel N. Alimova Abdelrahman Abdallah 22 34 0 07 Jul 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 23 17 0 28 Jun 2020
Geometric Prediction: Moving Beyond Scalars Raphael J. L. Townshend Brent Townshend Stephan Eismann R. Dror 19 7 0 25 Jun 2020
Drive-Net: Convolutional Network for Driver Distraction Detection Mohammed S. Majdi Sundaresh Ram Jonathan T. Gill Jeffrey J. Rodríguez 19 49 0 22 Jun 2020
Learning Physical Graph Representations from Visual Scenes Daniel M. Bear Chaofei Fan Damian Mrowca Yunzhu Li S. Alter ... Jeremy Schwartz Li Fei-Fei Jiajun Wu J. Tenenbaum Daniel L. K. Yamins SSL GNN SSeg AI4CE 45 79 0 22 Jun 2020
Bayesian Neural Networks: An Introduction and Survey Ethan Goan Clinton Fookes BDL UQCV 42 201 0 22 Jun 2020
Match $^2$ : A Matching over Matching Model for Similar Question Identification Zizhen Wang Yixing Fan Jiafeng Guo Liu Yang Ruqing Zhang Yanyan Lan Xueqi Cheng Hui Jiang Xiaozhao Wang 21 15 0 21 Jun 2020
Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds Vandad Davoodnia Monet Slinowsky Ali Etemad 17 19 0 18 Jun 2020
Calibrating Deep Neural Network Classifiers on Out-of-Distribution Datasets Zhihui Shao Jianyi Yang Shaolei Ren OODD 37 11 0 16 Jun 2020
Robust Federated Learning: The Case of Affine Distribution Shifts Amirhossein Reisizadeh Farzan Farnia Ramtin Pedarsani Ali Jadbabaie FedML OOD 43 164 0 16 Jun 2020
A Survey of Machine Learning Methods and Challenges for Windows Malware Classification Edward Raff Charles K. Nicholas AAML 31 54 0 15 Jun 2020
Gradient Estimation with Stochastic Softmax Tricks Max B. Paulus Dami Choi Daniel Tarlow Andreas Krause Chris J. Maddison BDL 41 85 0 15 Jun 2020
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach Kamran Kowsari R. Sali L. Ehsan W. Adorno Asad Ali S. Moore B. Amadi P. Kelly Sana Syed Donald Brown 23 56 0 12 Jun 2020
Gaussian Gated Linear Networks David Budden Adam H. Marblestone Eren Sezener Tor Lattimore Greg Wayne J. Veness BDL AI4CE 32 12 0 10 Jun 2020
Simple and efficient algorithms for training machine learning potentials to force data Justin S. Smith Nicholas Lubbers A. Thompson K. Barros 28 10 0 09 Jun 2020
The Lipschitz Constant of Self-Attention Hyunjik Kim George Papamakarios A. Mnih 16 136 0 08 Jun 2020