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Joseph Salmon, Tam Le, Olivier Fercoq, Ichiro Takeuchi, Eugene Ndiaye , 36th International Conference on Machine Learning, ICML 2019 , 2018PythonFree
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Learning Task-specific Representation for Novel Words in Sequence Labeling
Xuanjing Huang, Qi Zhang, Tao Gui, Xiaoyu Xing, Jinlan Fu, Minlong Peng , IJCAI International Joint Conference on Artificial Intelligence , 2019UnspecifiedFree
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A High-Performance CNN Method for Offline Handwritten Chinese Character Recognition and Visualization
Pavlo Melnyk, Zhiqiang You, Keqin Li , Soft Computing , 2018PythonFree
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CNN based Road User Detection using the 3D Radar Cube
Andras Palffy, Julian F. P. Kooij, Jiaao Dong, Dariu M. Gavrila , IEEE Robotics and Automation Letters , 2020PythonFree
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Self-supervised Learning for Video Correspondence Flow
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Multi-column Deep Neural Networks for Image Classification
Dan Cireşan, Ueli Meier, Juergen Schmidhuber , Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition , 2012C++Free
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Optimal Auctions through Deep Learning
Harikrishna Narasimhan, Paul Dütting, Zhe Feng, David C. Parkes, Sai Srivatsa Ravindranath , 36th International Conference on Machine Learning, ICML 2019 , 2017Jupyter NotebookFree
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Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI
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SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition
Yi Jiang, Zehao Huang, Yuntao Chen, Yanghao Li, Naiyan Wang, Zhaoxiang Zhang, Chenxia Han , Journal of Machine Learning Research , 2019PythonFree
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Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimation
Bin Wang, Zhijian Ou , 2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings , 2018PythonFree
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Word Similarity Datasets for Thai: Construction and Evaluation
Aleksei Pulich, Ponrudee Netisopakul, Gerhard Wohlgenannt , IEEE Access , 2019UnspecifiedFree
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Analyzing Cloud Optical Properties Using Sky Cameras
Yee Hui Lee, Yu Song Meng, Soumyabrata Dev, Shilpa Manandhar , Progress in Electromagnetics Research Symposium , 2017Jupyter NotebookFree
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The Gaussian Process Autoregressive Regression Model (GPAR)
Richard E. Turner, Will Tebbutt, Wessel Bruinsma, James Requeima , AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics , 2018PythonFree
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Zero-Shot Detection
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In2I Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
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Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
Djordje Miladinovic, Walter Karlen, Patrick Schwab , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2018PythonFree
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Concolic Testing for Deep Neural Networks
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DeepInf: Social Influence Prediction with Deep Learning
Hao Ma, Kuansan Wang, Jie Tang, Jian Tang, Jiezhong Qiu, Yuxiao Dong , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2018PythonFree
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A New Benchmark and Progress Toward Improved Weakly Supervised Learning
Russ Webb, Jason Ramapuram , British Machine Vision Conference 2018, BMVC 2018 , 2018PythonFree
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Learning to Acquire Information
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Recursive Partitioning for Heterogeneous Causal Effects
Guido Imbens, Susan Athey , Proceedings of the National Academy of Sciences of the United States of America , 2015CFree
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Rotation Invariant Householder Parameterization for Bayesian PCA
Nils Bertschinger, Rajbir S. Nirwan , 36th International Conference on Machine Learning, ICML 2019 , 2019Jupyter NotebookFree
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A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction
Richard Frayne, Roberto Souza , Proceedings - 32nd Conference on Graphics, Patterns and Images, SIBGRAPI 2019 , 2018Jupyter NotebookFree
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Large scale evaluation of local image feature detectors on homography datasets
Andrea Vedaldi, Karel Lenc , British Machine Vision Conference 2018, BMVC 2018 , 2018MATLABFree
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Compact Convolutional Neural Network Cascade for Face Detection
Ilya Kalinovskii, Vladimir Spitsyn , CEUR Workshop Proceedings , 2015C++Free
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Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
Heikki Huttunen, Tuomas Virtanen, Giambattista Parascandolo, Toni Heittola, Emre Çakır , IEEE/ACM Transactions on Audio Speech and Language Processing , 2017PythonFree
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Ink removal from histopathology whole slide images by combining classification, detection and image generation models
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Layouts from Panoramic Images with Geometry and Deep Learning
Gonzalo Lopez-Nicolas, Jose J. Guerrero, Alejandro Perez-Yus, Clara Fernandez-Labrador , IEEE Robotics and Automation Letters , 2018Jupyter NotebookFree
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Statistical Inference using the Morse-Smale Complex
Larry Wasserman, Yen-Chi Chen, Christopher R. Genovese , Electronic Journal of Statistics , 2015RFree
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Knowledge-based Transfer Learning Explanation
Freddy Lecue, Ian Horrocks, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen , Principles of Knowledge Representation and Reasoning Proceedings of the 16th International Conference, KR 2018 , 2018PythonFree
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Unbiased Implicit Variational Inference
Francisco J. R. Ruiz, Michalis K. Titsias , AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics , 2018MATLABFree
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Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling
D. Hazarika, S. Poria, A. Gelbukh, N. Majumder, E. Cambria , Knowledge-Based Systems , 2018PythonFree
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Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco
Pascal Kerschke , Studies in Classification, Data Analysis, and Knowledge Organization , 2017RFree
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Easy over Hard: A Case Study on Deep Learning
Tim Menzies, Wei Fu , Proceedings of the ACM SIGSOFT Symposium on the Foundations of Software Engineering , 2017PythonFree
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Deep Reinforcement Learning for Multi-Domain Dialogue Systems
Heriberto Cuayáhuitl, Seunghak Yu, Ashley Williamson, Jacob Carse , Proceedings of the International Joint Conference on Neural Networks , 2016JavaScriptFree
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Tangent-Space Gradient Optimization of Tensor Network for Machine Learning
Zheng-zhi Sun, Gang Su, Shi-ju Ran , Physical Review E , 2020PythonFree
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Feature-Fused SSD: Fast Detection for Small Objects
Wenzhe Yang, Xuemei Xie, Jinjian Wu, Guangming Shi, Guimei Cao, Quan Liao , Proceedings of SPIE - The International Society for Optical Engineering , 2017UnspecifiedFree
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Political Popularity Analysis in Social Media
Amir Karami, Aida Elkouri , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018UnspecifiedFree
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Unrestricted Adversarial Examples
Chiyuan Zhang, Tom B. Brown, Ian Goodfellow, Nicholas Carlini, Catherine Olsson, Paul Christiano , CEUR Workshop Proceedings , 2018PythonFree
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Weakly-Supervised Neural Text Classification
Yu Meng, Chao Zhang, Jiaming Shen, Jiawei Han , International Conference on Information and Knowledge Management, Proceedings , 2018PythonFree
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Hierarchically Structured Meta-learning
Zhenhui Li, Huaxiu Yao, Junzhou Huang, Ying Wei , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression
Luca Benini, Lukas Cavigelli, Pascal Hager , Proceedings of the International Joint Conference on Neural Networks , 2016PythonFree
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Sensitivity Analysis of Deep Neural Networks
Hongtu Zhu, Hai Shu , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2019PythonFree
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Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers
Tianyun Zhang, Yanzhi Wang, Makan Fardad, Yipeng Zhang, Shaokai Ye , 6th International Conference on Learning Representations, ICLR 2018 - Workshop Track Proceedings , 2018PythonFree
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Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks
Fen Miao, Ni Zhao, Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Peng Su , 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 , 2017PythonFree
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Dependent Multinomial Models Made Easy Stick Breaking with the Pólya-Gamma Augmentation
Matthew J. Johnson, Scott W. Linderman, Ryan P. Adams , Advances in Neural Information Processing Systems , 2015PythonFree
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Stochastic Pooling for Regularization of Deep Convolutional Neural Networks
Matthew D. Zeiler, Rob Fergus , 1st International Conference on Learning Representations, ICLR 2013 - Conference Track Proceedings , 2013LuaFree
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A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection
Zhaowei Cai, Rogerio S. Feris, Nuno Vasconcelos, Quanfu Fan , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016C++Free
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Pycobra: A Python Toolbox for Ensemble Learning and Visualisation
Benjamin Guedj, Bhargav Srinivasa Desikan , Journal of Machine Learning Research , 2017PythonFree
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Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings
Walter Daelemans, Simon Šuster, Pieter Fivez , Computational Linguistics in the Netherlands Journal , 2017PythonFree
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Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
Kevin Tierney, André Hottung , Frontiers in Artificial Intelligence and Applications , 2019PythonFree
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Embedding Vector Differences Can Be Aligned With Uncertain Intensional Logic Differences
Man Hin Leung, Abdulrahman Semrie, Nil Geisweiller, Debbie Duong, Matthew Ikle', Mike Duncan, Ben Goertzel, Hedra Seid , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2020SchemeFree
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Spatio-Temporal Data Mining: A Survey of Problems and Methods
Gowtham Atluri, Vipin Kumar, Anuj Karpatne , ACM Computing Surveys , 2017Jupyter NotebookFree
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Learning to Search Better Than Your Teacher
Alekh Agarwal, Hal Daumé III, Akshay Krishnamurthy, John Langford, Kai-Wei Chang , 32nd International Conference on Machine Learning, ICML 2015 , 2015UnspecifiedFree
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Deep Compressed Sensing
Mihaela Rosca, Timothy Lillicrap, Yan Wu , Sensors (Switzerland) , 2019UnspecifiedFree
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On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations
Rui Henriques, Enrique Romero, David Calhas , Artificial Intelligence in Medicine , 2019PythonFree
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Precise Recovery of Latent Vectors from Generative Adversarial Networks
Zachary C. Lipton, Subarna Tripathi , 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings , 2017PythonFree
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Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Ross Cutler, Jamie Pool, Jayant Gupchup, Ebrahim Beyrami, Jeff Rowland, Johannes Gehrke, Vishak Gopal, Ashkan Aazami, Pritesh Kanani, Binlong Li , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2020PythonFree
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Intelligent Active Queue Management Using Explicit Congestion Notification
Xianbin Wang, Abdallah Shami, Cesar A. Gomez , 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings , 2019PythonFree
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Quantitative Fine-Grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian
Víctor M. Sánchez-Cartagena, Antonio Toral, Filip Klubička , Machine Translation , 2018PythonFree
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Bayesian Joint Spike-and-Slab Graphical Lasso
Tyler H. McCormick, Samuel J. Clark, Zehang Richard Li , 36th International Conference on Machine Learning, ICML 2019 , 2018RFree
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Adding vs. Averaging in Distributed Primal-Dual Optimization
Virginia Smith, Chenxin Ma, Martin Takáč, Michael I. Jordan, Peter Richtárik, Martin Jaggi , 32nd International Conference on Machine Learning, ICML 2015 , 2015ScalaFree
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A Self-Attentive model for Knowledge Tracing
Shalini Pandey, George Karypis , EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining , 2019PythonFree
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Anomaly Detection in Video Sequence with Appearance-Motion Correspondence
Jean Meunier, Trong Nguyen Nguyen , Proceedings of the IEEE International Conference on Computer Vision , 2019PythonFree
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Object Detection based on Region Decomposition and Assembly
Seung-Hwan Bae , 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 , 2019UnspecifiedFree
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Spatial Graph Convolutional Networks
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Effects of sampling skewness of the importance-weighted risk estimator on model selection
Marco Loog, Wouter M. Kouw , Proceedings - International Conference on Pattern Recognition , 2018MATLABFree
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O-MedAL: Online Active Deep Learning for Medical Image Analysis
Adrian Galdran, Mostafa Mirshekari, Hae Young Noh, Jonathon Fagert, Asim Smailagic, Alex Gaudio, Pedro Costa, Devesh Walawalkar, Aurélio Campilho, Kartik Khandelwal, Pei Zhang, Susu Xu , Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery , 2019PythonFree
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Learning to Guide Decoding for Image Captioning
Wenhao Jiang, Hanwang Zhang, Xinpeng Chen, Wei Liu, Lin Ma , 32nd AAAI Conference on Artificial Intelligence, AAAI 2018 , 2018UnspecifiedFree
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STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
Xianzhi Wang, Lei Bai, Lina Yao, Salil. S Kanhere, Quan. Z Sheng , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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SAT Heritage: a community-driven effort for archiving, building and running more than thousand SAT solvers
Laurent Simon, Gilles Audemard, Loïc Paulevé , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2020PythonFree
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Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction
Qiang Yang, Yangqiu Song, Wenyi Xiao, Vincent W. Zheng, Huan Zhao, Haojie Pan , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2019PythonFree
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Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks
Roberto Paredes, Daniel Ramos, Juan Maroñas , Neurocomputing , 2019PythonFree
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Improved Fitness-Dependent Optimizer Algorithm
Danial A. Muhammed, Soran AM. Saeed, Tarik A. Rashid , IEEE Access , 2020JavaFree
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Self Paced Deep Learning for Weakly Supervised Object Detection
Dubravko Culibrk, Moin Nabi, Nicu Sebe, Enver Sangineto , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2016Jupyter NotebookFree
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BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits
Ruben Martinez-Cantin , Journal of Machine Learning Research , 2014C++Free
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Deep Multi-Center Learning for Face Alignment
Zhiwen Shao, Hengliang Zhu, Lizhuang Ma, Xin Tan, Yangyang Hao , Neurocomputing , 2018C++Free
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Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
Benjamin Lecouteux, Didier Schwab, Loïc Vial , Proceedings of the 10th Global WordNet Conference , 2019PythonFree
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Optimising Trotter-Suzuki Decompositions for Quantum Simulation Using Evolutionary Strategies
Benjamin D. M. Jones, George O. O'Brien, John A. Clark, David R. White, Earl T. Campbell , GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference , 2019PythonFree
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DAC: Data-free Automatic Acceleration of Convolutional Networks
Bolan Jiang, Ning Bi, Mooi Choo Chuah, Shuai Zhang, Yingyong Qi, Xin Li , Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019 , 2018PythonFree
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Learning Free-Form Deformations for 3D Object Reconstruction
Jhony K. Pontes, Dominic Jack, Clinton Fookes, Frederic Maire, Sridha Sridharan, Sareh Shirazi, Anders Eriksson , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Image classification and retrieval with random depthwise signed convolutional neural networks
Yunzhe Xue, Usman Roshan , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Learning image-to-image translation using paired and unpaired training samples
Esa Rahtu, Soumya Tripathy, Juho Kannala , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Knowledge-based Analysis for Mortality Prediction from CT Images
Hengtao Guo, Uwe Kruger, Mannudeep K. Kalra, Pingkun Yan, Ge Wang , IEEE Journal of Biomedical and Health Informatics , 2019PythonFree
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Shape and Spatially-Varying Reflectance Estimation From Virtual Exemplars
Zhuo Hui, Aswin C Sankaranarayanan , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2015MATLABFree
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A Kernel Independence Test for Random Processes
Kacper Chwialkowski, Arthur Gretton , 31st International Conference on Machine Learning, ICML 2014 , 2014MatlabFree
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Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
Jian Peng, Frank S. He, Yang Liu, Alexander G. Schwing , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2016PythonFree
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CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling
Yu Zhou, Zhiqiu Huang, Senzhang Wang, Yasir Hussain , Information and Software Technology , 2019UnspecifiedFree
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Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person
Guillaume-Alexandre Bilodeau, Eric Granger, Fania Mokhayeri , IEEE Transactions on Information Forensics and Security , 2018MATLABFree
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Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders
Joris M. Mooij, Patrick Forré , 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018 , 2018Jupyter NotebookFree
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DopeLearning: A Computational Approach to Rap Lyrics Generation
Tapani Raiko, Aristides Gionis, Pyry Takala, Eric Malmi, Hannu Toivonen , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2015PythonFree
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Clonability of anti-counterfeiting printable graphical codes: a machine learning approach
Slava Voloshynovskiy, Olga Taran, Slavi Bonev , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2019PythonFree
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Glioma Segmentation with Cascaded Unet
Vadim Turlapov, Dmitry Lachinov, Evgeny Vasiliev , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Unsupervised Anomaly Localization using Variational Auto-Encoders
Fabian Isensee, Simon Kohl, David Zimmerer, Klaus Maier-Hein, Jens Petersen , Informatik aktuell , 2019PythonFree
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Fast Perceptual Image Enhancement
Radu Timofte, Luc Van Gool, Etienne de Stoutz, Nikolay Kobyshev, Andrey Ignatov , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures
Evan M. Yu, Mert R. Sabuncu , Proceedings - International Symposium on Biomedical Imaging , 2018PythonFree
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Response Selection with Topic Clues for Retrieval-based Chatbots
Zhoujun Li, Ming Zhou, Yu Wu, Wei Wu , Neurocomputing , 2016PythonFree
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LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
Devi Parikh, Anitha Kannan, Dhruv Batra, Jianwei Yang , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2017PythonFree
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Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Yun-Nung Chen, Shang-Yu Su, Po-Chun Chen, Ta-Chung Chi , 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings , 2017PythonFree
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Cost-Sensitive Label Embedding for Multi-Label Classification
Hsuan-Tien Lin, Kuan-Hao Huang , Machine Learning , 2016LogosFree
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