Title
Accelerating Federated Learning in Heterogeneous Data and Computational Environments Dimitris Stripelis J. Ambite FedML 51 11 0 25 Aug 2020
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer Robin Kips Pietro Gori M. Perrot Isabelle Bloch GAN 66 22 0 24 Aug 2020
Bosch Deep Learning Hardware Benchmark Armin Runge Thomas Wenzel Dimitrios Bariamis B. Staffler Lucas Drumond Michael Pfeiffer 40 0 0 24 Aug 2020
Spending Money Wisely: Online Electronic Coupon Allocation based on Real-Time User Intent Detection Liangwei Li Liucheng Sun Chenwei Weng Chengfu Huo Weijun Ren 55 15 0 23 Aug 2020
Topological Gradient-based Competitive Learning Pietro Barbiero Gabriele Ciravegna V. Randazzo G. Cirrincione 21 2 0 21 Aug 2020
A constrained recursion algorithm for batch normalization of tree-sturctured LSTM R. Ando Yoshiyasu Takefuji 36 2 0 21 Aug 2020
A Variational Approach to Unsupervised Sentiment Analysis Huiping Zhuang Wenxuan Zhou Xin Liu Zizheng Lin Yangqin Song Michael D Kuo W. H. Chiu SSL DRL 38 3 0 21 Aug 2020
Spatial Language Representation with Multi-Level Geocoding Sayali Kulkarni Shailee Jain Mohammad Javad Hosseini Jason Baldridge Eugene Ie Li Zhang AI4CE 63 17 0 21 Aug 2020
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads Deepak Narayanan Keshav Santhanam Fiodar Kazhamiaka Amar Phanishayee Matei A. Zaharia 75 216 0 20 Aug 2020
Generative chemistry: drug discovery with deep learning generative models Yuemin Bian X. Xie AI4CE 128 97 0 20 Aug 2020
Co-Saliency Detection with Co-Attention Fully Convolutional Network Guangshuai Gao Wenting Zhao Qingjie Liu Yunhong Wang 60 26 0 20 Aug 2020
Analog Lagrange Coded Computing M. Soleymani Hessam Mahdavifar A. Avestimehr 108 50 0 19 Aug 2020
NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks Alberto Marchisio Andrea Massa Vojtěch Mrázek Beatrice Bussolino Maurizio Martina Mohamed Bennai 61 38 0 19 Aug 2020
Auto-Surprise: An Automated Recommender-System (AutoRecSys) Library with Tree of Parzens Estimator (TPE) Optimization Rohan Anand Joeran Beel 31 19 0 19 Aug 2020
Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs Bofu Yang Xuelin Cao Chau Yuen Lijun Qian 102 113 0 18 Aug 2020
The Relational Data Borg is Learning Dan Olteanu 45 24 0 18 Aug 2020
A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection Hao Guo Xintao Ren Rongrong Wang Zhun Cai Kai Shuang Yue Sun 15 1 0 18 Aug 2020
DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing Qiang Liu T. Han Ning Zhang Ye Wang 59 40 0 17 Aug 2020
Moment-to-moment Engagement Prediction through the Eyes of the Observer: PUBG Streaming on Twitch Dávid Melhárt Daniele Gravina Georgios N. Yannakakis 69 22 0 17 Aug 2020
Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study Dara Bahri Yi Tay Che Zheng Donald Metzler Clifford Brunk Andrew Tomkins 35 8 0 17 Aug 2020
Domain-specific Communication Optimization for Distributed DNN Training Hao Wang Jingrong Chen Xinchen Wan Han Tian Jiacheng Xia Gaoxiong Zeng Weiyan Wang Kai Chen Wei Bai Junchen Jiang AI4CE 26 16 0 16 Aug 2020
Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training Geoffrey X. Yu Tovi Grossman Gennady Pekhimenko 41 17 0 15 Aug 2020
Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition Shuiyang Mao P. Ching C.-C. Jay Kuo Tan Lee 40 11 0 15 Aug 2020
EigenEmo: Spectral Utterance Representation Using Dynamic Mode Decomposition for Speech Emotion Classification Shuiyang Mao P. Ching Tan Lee 16 3 0 15 Aug 2020
SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud Stefanos Laskaridis Stylianos I. Venieris Mario Almeida Ilias Leontiadis Nicholas D. Lane 102 276 0 14 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 59 82 0 14 Aug 2020
LiFT: A Scalable Framework for Measuring Fairness in ML Applications Sriram Vasudevan K. Kenthapadi FaML 61 57 0 14 Aug 2020
BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions Arslan Ali Matteo Testa T. Bianchi E. Magli CVBM 65 16 0 13 Aug 2020
Textual Echo Cancellation Shaojin Ding Ye Jia Ke Hu Quan Wang 81 8 0 13 Aug 2020
A Novel CMAQ-CNN Hybrid Model to Forecast Hourly Surface-Ozone Concentrations Fourteen Days in Advance Alqamah Sayeed Yunsoo Choi E. Eslami Jia Jung Yannic Lops A. K. Salman AI4Cl 70 52 0 13 Aug 2020
Generate High Resolution Images With Generative Variational Autoencoder Abhinav Sagar GAN DRL 39 3 0 12 Aug 2020
Emotion Profile Refinery for Speech Emotion Classification Shuiyang Mao P. Ching Tan Lee 11 3 0 12 Aug 2020
Facial Expression Retargeting from Human to Avatar Made Easy Juyong Zhang Keyu Chen Jianmin Zheng 3DH 41 40 0 12 Aug 2020
Revisiting Adversarially Learned Injection Attacks Against Recommender Systems Jiaxi Tang Hongyi Wen Ke Wang AAML 75 83 0 11 Aug 2020
Uncertainty Quantification of Locally Nonlinear Dynamical Systems using Neural Networks Subhayan De 58 9 0 11 Aug 2020
Multi-modal segmentation of 3D brain scans using neural networks Jonathan Zopes Moritz Platscher S. Paganucci C. Federau 105 11 0 11 Aug 2020
Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations Yongchao Liu Yue Jin Yongqi Chen Teng Teng Hang Ou Rui Zhao Yao Zhang 108 1 0 11 Aug 2020
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads Steven W. D. Chien Artur Podobas Ivy Bo Peng Stefano Markidis 75 11 0 10 Aug 2020
Deep learning for photoacoustic imaging: a survey Changchun Yang Hengrong Lan Feng Gao Fei Gao VLM MedIm 59 21 0 10 Aug 2020
EagerPy: Writing Code That Works Natively with PyTorch, TensorFlow, JAX, and NumPy Jonas Rauber Matthias Bethge Wieland Brendel 36 6 0 10 Aug 2020
HAPI: Hardware-Aware Progressive Inference Stefanos Laskaridis Stylianos I. Venieris Hyeji Kim Nicholas D. Lane 87 47 0 10 Aug 2020
A Survey on Large-scale Machine Learning Meng Wang Weijie Fu Xiangnan He Shijie Hao Xindong Wu 84 112 0 10 Aug 2020
Neural Light Transport for Relighting and View Synthesis Xiuming Zhang S. Fanello Yun-Ta Tsai Tiancheng Sun Tianfan Xue ... Christoph Rhemann P. Debevec Jonathan T. Barron R. Ramamoorthi William T. Freeman 117 119 0 09 Aug 2020
Block Shuffle: A Method for High-resolution Fast Style Transfer with Limited Memory Weifeng Ma Zhe Chen Caoting Ji 39 3 0 09 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 134 28 0 09 Aug 2020
HASeparator: Hyperplane-Assisted Softmax Ioannis Kansizoglou Nicholas Santavas Loukas Bampis Antonios Gasteratos 59 8 0 08 Aug 2020
Classification of Huntington Disease using Acoustic and Lexical Features M. Perez W. Jin Duc Le N. Carlozzi P. Dayalu A. Roberts E. Provost 37 43 0 07 Aug 2020
Rejoinder: On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning Lin Liu Rajarshi Mukherjee J. M. Robins CML 77 16 0 07 Aug 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 106 127 0 07 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 142 41 0 07 Aug 2020