Title
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi Matthieu Geist C´edric Pradalier 68 30 0 07 Jul 2019
Adaptive Weighting Depth-variant Deconvolution of Fluorescence Microscopy Images with Convolutional Neural Network Da He De Cai Jiasheng Zhou Jiajia Luo Sung-Liang Chen MDE 23 2 0 07 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 70 57 0 05 Jul 2019
Graph-based Knowledge Distillation by Multi-head Attention Network Seunghyun Lee B. Song 92 77 0 04 Jul 2019
The Indirect Convolution Algorithm Marat Dukhan 70 42 0 03 Jul 2019
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 126 23 0 03 Jul 2019
Themis: Fair and Efficient GPU Cluster Scheduling Kshiteej S. Mahajan Arjun Balasubramanian Arjun Singhvi Shivaram Venkataraman Aditya Akella Amar Phanishayee Shuchi Chawla 80 185 0 02 Jul 2019
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications Moming Duan Duo Liu Xianzhang Chen Yujuan Tan Jinting Ren Lei Qiao Liang Liang FedML 66 198 0 02 Jul 2019
Designing Deep Reinforcement Learning for Human Parameter Exploration Hugo Scurto Bavo Van Kerrebroeck Baptiste Caramiaux Frédéric Bevilacqua 75 22 0 01 Jul 2019
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation Florian Dubost Marleen de Bruijne M. Nardin Adrian Dalca K. Donahue ... M. Groot W. Niessen Meike W. Vernooij N. Rost M. Schirmer 34 27 0 01 Jul 2019
Network-accelerated Distributed Machine Learning Using MLFabric Raajay Viswanathan Aditya Akella AI4CE 42 4 0 30 Jun 2019
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data R. Mohammadi Sarthak Jain S. Agboola R. Palacholla S. Kamarthi Byron C. Wallace OOD 44 12 0 28 Jun 2019
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent Shuheng Shen Linli Xu Jingchang Liu Xianfeng Liang Yifei Cheng ODL FedML 68 24 0 28 Jun 2019
Hyp-RL : Hyperparameter Optimization by Reinforcement Learning H. Jomaa Josif Grabocka Lars Schmidt-Thieme 87 65 0 27 Jun 2019
HEATS: Heterogeneity- and Energy-Aware Task-based Scheduling Isabelly Rocha Christian Gottel Pascal Felber Marcelo Pasin Romain Rouvoy V. Schiavoni 16 19 0 26 Jun 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 108 536 0 26 Jun 2019
Improving performance of deep learning models with axiomatic attribution priors and expected gradients G. Erion Joseph D. Janizek Pascal Sturmfels Scott M. Lundberg Su-In Lee OOD BDL FAtt 95 82 0 25 Jun 2019
Sequential Neural Processes Gautam Singh Jaesik Yoon Youngsung Son Sungjin Ahn BDL AI4TS 117 85 0 24 Jun 2019
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting Aditya Grover Jiaming Song Alekh Agarwal Kenneth Tran Ashish Kapoor Eric Horvitz Stefano Ermon 101 125 0 23 Jun 2019
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems An Yan B. Howe 70 29 0 21 Jun 2019
Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models Ke Hu A. Bruguier Tara N. Sainath Rohit Prabhavalkar Golan Pundak 38 19 0 21 Jun 2019
Adaptive Learning Rate Clipping Stabilizes Learning Jeffrey M. Ede R. Beanland 54 39 0 21 Jun 2019
Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder Minkyu Lim Ji-Hwan Kim 25 1 0 21 Jun 2019
Limitations of Lazy Training of Two-layers Neural Networks Behrooz Ghorbani Song Mei Theodor Misiakiewicz Andrea Montanari MLT 62 143 0 21 Jun 2019
Deep Learning in the Automotive Industry: Recent Advances and Application Examples Kanwar Bharat Singh M. Arat OOD 36 19 0 20 Jun 2019
Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning Liang Tong Aron Laszka Chao Yan Ning Zhang Yevgeniy Vorobeychik AAML 54 18 0 20 Jun 2019
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles C. Kyrkou T. Theocharides 46 110 0 20 Jun 2019
PLANE: An Extensible Open Source Framework for modeling the Internet of Drones Pietro Boccadoro A. Cardellicchio 26 1 0 19 Jun 2019
Domain Adaptation for Enterprise Email Search Brandon Tran Maryam Karimzadehgan Rama Kumar Pasumarthi Michael Bendersky Donald Metzler 61 23 0 19 Jun 2019
Declarative Learning-Based Programming as an Interface to AI Systems Parisa Kordjamshidi Dan Roth Kristian Kersting 76 4 0 18 Jun 2019
Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors Qian Yue Xinzhe Luo Qing Ye Lingchao Xu Xiahai Zhuang 67 88 0 18 Jun 2019
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling Siyuan Feng Tan Lee Zhiyuan Peng 61 21 0 17 Jun 2019
Adversarial attacks on Copyright Detection Systems Parsa Saadatpanah Ali Shafahi Tom Goldstein AAML 64 33 0 17 Jun 2019
A Survey of Optimization Methods from a Machine Learning Perspective Shiliang Sun Zehui Cao Han Zhu Jing Zhao 88 566 0 17 Jun 2019
A Fusion Adversarial Underwater Image Enhancement Network with a Public Test Dataset Hanyu Li Jingjing Li Wei Wang 23 3 0 17 Jun 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer Raja Giryes 76 43 0 16 Jun 2019
Meta-learning Pseudo-differential Operators with Deep Neural Networks Jordi Feliu-Fabà Yuwei Fan Lexing Ying 64 40 0 16 Jun 2019
A Closer Look at Double Backpropagation Christian Etmann ODL 39 11 0 16 Jun 2019
Context is Key: Grammatical Error Detection with Contextual Word Representations Samuel J. Bell H. Yannakoudakis Marek Rei 75 43 0 15 Jun 2019
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks Qi Xuan Fuxian Li Yi Liu Yun Xiang 3DPC 34 9 0 15 Jun 2019
Learning Correlated Latent Representations with Adaptive Priors Da Tang Dawen Liang Nicholas Ruozzi Tony Jebara BDL CML 63 1 0 14 Jun 2019
Variational Federated Multi-Task Learning Luca Corinzia Ami Beuret J. M. Buhmann FedML 104 161 0 14 Jun 2019
MediaPipe: A Framework for Building Perception Pipelines C. Lugaresi Jiuqiang Tang Hadon Nash C. McClanahan Esha Uboweja ... Juhyun Lee W. Chang Wei Hua Manfred Georg Matthias Grundmann MoE 77 1,324 0 14 Jun 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang Pavan Turaga ViT 63 57 0 13 Jun 2019
S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks Jae-Seok Choi Yongwoo Kim Munchurl Kim 39 15 0 13 Jun 2019
GluonTS: Probabilistic Time Series Models in Python A. Alexandrov Konstantinos Benidis Michael Bohlke-Schneider Valentin Flunkert Jan Gasthaus ... David Salinas J. Schulz Lorenzo Stella Ali Caner Türkmen Bernie Wang BDL AI4TS 75 115 0 12 Jun 2019
Deep Smoothing of the Implied Volatility Surface Damien Ackerer Natasa Tagasovska Thibault Vatter 90 35 0 12 Jun 2019
Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks M. Zhu Xiao-Yang Liu Xiaodong Wang 161 16 0 12 Jun 2019
Sionnx: Automatic Unit Test Generator for ONNX Conformance Xinli Cai Peng Zhou Shuhan Ding Guoyang Chen Weifeng Zhang 18 4 0 12 Jun 2019
Cued@wmt19:ewc&lms Felix Stahlberg Danielle Saunders Adria de Gispert Bill Byrne 66 13 0 11 Jun 2019