Title
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network J. Leinonen D. Nerini A. Berne 108 141 0 20 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen Raphael Gontijo-Lopes Bowen Cheng Maxwell D. Collins E. D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens 142 75 0 20 May 2020
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems Chang Zhou Jianxin Ma Jianwei Zhang Jingren Zhou Hongxia Yang 156 148 0 20 May 2020
Interactive exploration of population scale pharmacoepidemiology datasets Tengel Ekrem Skar Einar J. Holsbø K. Svendsen L. A. Bongo 13 0 0 20 May 2020
PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR Yiwen Shao Yiming Wang Daniel Povey Sanjeev Khudanpur AI4TS 65 39 0 20 May 2020
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI J. Livezey Joshua I. Glaser AI4CE 100 9 0 19 May 2020
Transfer learning based multi-fidelity physics informed deep neural network S. Chakraborty PINN OOD AI4CE 82 167 0 19 May 2020
Scaling-up Distributed Processing of Data Streams for Machine Learning M. Nokleby Haroon Raja W. Bajwa 69 15 0 18 May 2020
Surfboard: Audio Feature Extraction for Modern Machine Learning R. Lenain J. Weston Abhishek Shivkumar E. Fristed 29 21 0 18 May 2020
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference Derek Jones Hyojin Kim Xiaohua Zhang A. Zemla Garrett A. Stevenson W. D. Bennett D. Kirshner Sergio E. Wong F. Lightstone Jonathan E. Allen AI4CE 56 196 0 17 May 2020
Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 Study M. Löning Franz J. Király AI4TS SyDa 58 4 0 16 May 2020
Sequential Sentence Matching Network for Multi-turn Response Selection in Retrieval-based Chatbots Chao Xiong Che Liu Zijun Xu Junfeng Jiang Jieping Ye 41 0 0 16 May 2020
Quantum-Classical Machine learning by Hybrid Tensor Networks Ding Liu Zekun Yao Quan Zhang 42 9 0 15 May 2020
Activation functions are not needed: the ratio net Chi-Chun Zhou Hai-Long Tu Yue-Jie Hou Zhen Ling Yi Liu Jian Hua 31 0 0 14 May 2020
Automatic Estimation of Intelligibility Measure for Consonants in Speech A. Abavisani M. Hasegawa-Johnson 29 0 0 12 May 2020
Energy-Aware DNN Graph Optimization Yu Wang Rong Ge Shuang Qiu GNN 32 2 0 12 May 2020
SciANN: A Keras/Tensorflow wrapper for scientific computations and physics-informed deep learning using artificial neural networks E. Haghighat R. Juanes AI4CE PINN 123 21 0 11 May 2020
Variational Clustering: Leveraging Variational Autoencoders for Image Clustering V. Prasad Dipanjan Das Brojeshwar Bhowmick SSL DRL 52 27 0 10 May 2020
GPU Acceleration of Sparse Neural Networks Aavaas Gajurel S. Louis F. Harris GNN 19 3 0 09 May 2020
Learning hierarchical behavior and motion planning for autonomous driving Jingke Wang Yue Wang Dongkun Zhang Yezhou Yang R. Xiong 49 35 0 08 May 2020
A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression with MEG Brain Networks Mengjia Xu David López Sanz P. Garcés F. Maestú Quanzheng Li D. Pantazis 53 39 0 08 May 2020
ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 81 61 0 07 May 2020
Modeling Human Visual Search Performance on Realistic Webpages Using Analytical and Deep Learning Methods Arianna Yuan Yongqian Li HAI 56 25 0 07 May 2020
Real-Time Context-aware Detection of Unsafe Events in Robot-Assisted Surgery M. S. Yasar H. Alemzadeh 55 30 0 07 May 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices Chunjie Luo Xiwen He Jianfeng Zhan Lei Wang Wanling Gao Jiahui Dai ELM 81 58 0 07 May 2020
Deep Learning based Person Re-identification Nirbhay Kumar Tagore Ayushman Singh Sumanth Manche Pratik Chattopadhyay 3DPC 34 0 0 07 May 2020
TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning Riyadh Baghdadi Abdelkader Nadir Debbagh K. Abdous Fatima-Zohra Benhamida Alex Renda Jonathan Frankle Michael Carbin Saman P. Amarasinghe 62 18 0 07 May 2020
Mimicry: Towards the Reproducibility of GAN Research Kwot Sin Lee C. Town OffRL 51 28 0 05 May 2020
Secure Single-Server Nearly-Identical Image Deduplication Jonathan Takeshita Ryan Karl Taeho Jung 15 14 0 05 May 2020
Streaming Object Detection for 3-D Point Clouds Wei Han Zhengdong Zhang Benjamin Caine Brandon Yang Christoph Sprunk O. Alsharif Jiquan Ngiam Vijay Vasudevan Jonathon Shlens Zhiwen Chen 3DPC 77 28 0 04 May 2020
GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data Seyed Amir Hossein Aqajari Emad Kasaeyan Naeini Milad Asgari Mehrabadi S. Labbaf Amir M. Rahmani N. Dutt 46 38 0 04 May 2020
MARS: Malleable Actor-Critic Reinforcement Learning Scheduler Betis Baheri Jake Tronge B. Fang Ang Li Vipin Chaudhary Qiang Guan 16 1 0 04 May 2020
Tamed Warping Network for High-Resolution Semantic Video Segmentation Songyuan Li Junyi Feng Xi Li VOS 38 3 0 04 May 2020
Simulation free reliability analysis: A physics-informed deep learning based approach S. Chakraborty AI4CE 51 16 0 04 May 2020
DeePore: a deep learning workflow for rapid and comprehensive characterization of porous materials A. Rabbani M. Babaei R. Shams Ying Da Wang Traiwit Chung AI4CE 40 72 0 03 May 2020
Deep ConvLSTM with self-attention for human activity decoding using wearables S. Singh A. Lay-Ekuakille Deepak Gangwar M. Sharma Sukrit Gupta HAI 69 123 0 02 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 473 2,765 0 02 May 2020
The Grammar of Interactive Explanatory Model Analysis Hubert Baniecki Dariusz Parzych P. Biecek 75 46 0 01 May 2020
Recurrent neural networks and Koopman-based frameworks for temporal predictions in a low-order model of turbulence Hamidreza Eivazi L. Guastoni P. Schlatter Hossein Azizpour Ricardo Vinuesa AI4CE 60 7 0 01 May 2020
Deepfake Forensics Using Recurrent Neural Networks U. Rahul M. Ragul K. RajaVignesh K. Tejeswinee 24 2 0 01 May 2020
Unsupervised Learning of KB Queries in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam OffRL 65 7 0 30 Apr 2020
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization Zijie J. Wang Robert Turko Omar Shaikh Haekyu Park Nilaksh Das Fred Hohman Minsuk Kahng Duen Horng Chau HAI FAtt 116 252 0 30 Apr 2020
Communication-Aware Scheduling of Precedence-Constrained Tasks on Related Machines Yu Su Xiaoqi Ren Shai Vardi Adam Wierman 14 2 0 30 Apr 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing Hayley L Ross Jon Z. Cai Bonan Min 52 19 0 30 Apr 2020
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Zhenhua Ling Quan Liu Si Wei Xiao-Dan Zhu 48 22 0 30 Apr 2020
Rethinking Class-Discrimination Based CNN Channel Pruning Yuchen Liu D. Wentzlaff S. Kung 51 10 0 29 Apr 2020
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture Vittorio Mazzia L. Comba Aleem Khaliq Marcello Chiaberge P. Gay 56 98 0 29 Apr 2020
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling Sayed Hadi Hashemi Sangeetha Abdu Jyothi Brighten Godfrey R. Campbell 34 2 0 29 Apr 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 104 706 0 29 Apr 2020
Integration of Leaky-Integrate-and-Fire-Neurons in Deep Learning Architectures Richard C. Gerum A. Schilling AI4CE 32 17 0 28 Apr 2020