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machine learning
David , The 31st International Conference on Machine Learning (ICML) , 2014C++$10.00
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Recognizing question entailment for medical question answering
Asma Ben Abacha, Dina Demner-Fushman , AMIA Annual Symposium Proceedings , 2016datasetFree
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Overview of the mediqa 2019 shared task on textual inference, question entailment and question answering
Asma Ben Abacha, Chaitanya Shivade, Dina Demner-Fushman , Proceedings of the 18th BioNLP Workshop and Shared Task , 2019PythonFree
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VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019
Asma Ben Abacha, Sadid A Hasan, Vivek V Datla, Joey Liu, Dina Demner-Fushman, Henning Müller , CLEF , 2019datasetFree
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Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation
Bogdan Savchynskyy, Stefan Haller, Paul Swoboda , arXiv preprint , 2020PythonFree
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Fractional ridge regression: a fast, interpretable reparameterization of ridge regression
Kendrick Kay, Ariel Rokem , arXiv preprint , 2020PythonFree
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Adversarial Example Detection and Classification With Asymmetrical Adversarial Training
Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde , arXiv preprint , 2019UnspecifiedFree
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DART: Noise Injection for Robust Imitation Learning
Michael Laskey, Jonathan Lee, Roy Fox, Anca Dragan, Ken Goldberg , arXiv preprint , 2017PythonFree
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Neural Networks for Fashion Image Classification and Visual Search
Fengzi Li, Shunichi Araki, Shashi Kant, Sumer Bangera, Swapna Samir Shukla , arXiv preprint , 2020Jupyter NotebookFree
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Predicting into unknown space? Estimating the area of applicability of spatial prediction models
Hanna Meyer, Edzer Pebesma , arXiv preprint , 2020RFree
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Localized convolutional neural networks for geospatial wind forecasting
Lukas Stasytis, Mantas Lukoševičius, Arnas Uselis , arXiv preprint , 2020Jupyter NotebookFree
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Data Poisoning Attacks Against Federated Learning Systems
Ling Liu, Stacey Truex, Mehmet Emre Gursoy, Vale Tolpegin , arXiv preprint , 2020PythonFree
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Can You Trust This Prediction? Auditing Pointwise Reliability After Learning
Peter Schulam, Suchi Saria , arXiv preprint , 2019UnspecifiedFree
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A New Mathematical Model for Controlled Pandemics Like COVID-19 : AI Implemented Predictions
Steven Meshnick, Malik Magdon-Ismail, Laura Mersini-Houghton, Liam Dowling Jones , arXiv preprint , 2020MATLABFree
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Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition
Furong Huang, Chi Jin, Rong Ge, Yang Yuan , arXiv preprint , 2015Jupyter NotebookFree
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Measuring Information Propagation in Literary Social Networks
Matthew Sims, David Bamman , arXiv preprint , 2020PythonFree
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Learning Directly from Grammar Compressed Text
Takanori Maehara, Yoichi Sasaki, Kosuke Akimoto , arXiv preprint , 2020PythonFree
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OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer
Xiaoxu Li, Jie Cao, Jingyi Yu, Zhanyu Ma, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo, Dongliang Chang , arXiv preprint , 2020PythonFree
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Closed-loop deep learning: generating forward models with back-propagation
Sama Daryanavard, Bernd Porr , arXiv preprint , 2020C++Free
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Memory-Efficient Adaptive Optimization
Yoram Singer, Tomer Koren, Vineet Gupta, Rohan Anil , arXiv preprint , 2019Jupyter NotebookFree
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Improving Sample Efficiency with Normalized RBF Kernels
David Obando-Paniagua, Randolf Scholz, Philip Kurzendörfer, Friedemann Schestag, Sebastian Pineda-Arango, Alperen Dedeoglu , arXiv preprint , 2020PythonFree
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Hedging with Neural Networks
Weiguan Wang, Johannes Ruf , arXiv preprint , 2020Jupyter NotebookFree
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Active Preference-Based Gaussian Process Regression for Reward Learning
Erdem Bıyık, Mykel J. Kochenderfer, Nicolas Huynh, Dorsa Sadigh , arXiv preprint , 2020PythonFree
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Detecting Adversarial Examples through Nonlinear Dimensionality Reduction
Davide Bacciu, Francesco Crecchi, Battista Biggio , arXiv preprint , 2019PythonFree
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Multi-label learning for dynamic model type recommendation
Robert Sabourin, Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz , arXiv preprint , 2020PythonFree
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Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection
Snehashis Roy, Cailey I. Kerley, Camilo Bermudez, Dzung L. Pham, Zihao Wu, Samuel W. Remedios, Mayur B. Patel, Bennett A. Landman, John A. Butman , arXiv preprint , 2019PythonFree
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Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence
Sebastian Raschka, Corey Nolet, Joshua Patterson , arXiv preprint , 2020CudaFree
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Synthesizing human-like sketches from natural images using a conditional convolutional decoder
Moritz Kampelmühler, Axel Pinz , arXiv preprint , 2020PythonFree
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A Multi-Objective Anytime Rule Mining System to Ease Iterative Feedback from Domain Experts
Steffen Herbold, Tobias Baum, Kurt Schneider , arXiv preprint , 2018JavaScriptFree
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Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules
Matthias Samwald, Valerie Cross, Asan Agibetov, Jiaoyan Chen, Ernesto Jiménez-Ruiz , arXiv preprint , 2020JavaFree
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Modeling Knowledge Acquisition from Multiple Learning Resource Types
Siqian Zhao, Shaghayegh Sahebi, Chunpai Wang , arXiv preprint , 2020PythonFree
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Deep Categorization with Semi-Supervised Self-Organizing Maps
Heitor R. Medeiros, Pedro H. M. Braga, Hansenclever F. Bassani , arXiv preprint , 2020PythonFree
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Deep Reinforcement Learning Control of Quantum Cartpoles
Masahito Ueda, Zhikang T. Wang, Yuto Ashida , arXiv preprint , 2019PythonFree
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Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization
Siqing Zhang, Zhanyu Ma, Jun Guo, Junhui Yin, Dongliang Chang , arXiv preprint , 2020PythonFree
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Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning Approach
Faisal I Qureshi , arXiv preprint , 2018PythonFree
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Super Low Resolution RF Powered Accelerometers for Alerting on Hospitalized Patient Bed Exits
Asangi Jayatilaka, Damith C. Ranasinghe, Alanson Sample, Renuka Visvanathan, Christophe Fumeaux, Michael Chesser , arXiv preprint , 2020PythonFree
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TensorFlow Quantum: A Software Framework for Quantum Machine Learning
Michael Broughton, Andrea Skolik, Jarrod R. McClean, David Von Dollen, Antonio J. Martinez, Murphy Yuezhen Niu, Dave Bacon, Alan K. Ho, Masoud Mohseni, Michael Streif, Martin Leib, Ramin Halavati, Sergio Boixo, Jae Hyeon Yoo, Trevor McCourt, Hartmut Neven, Philip Massey, Evan Peters, Sergei V. Isakov, Guillaume Verdon , arXiv preprint , 2020PythonFree
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Transfer Learning for Brain Tumor Segmentation
Marcelo Ladeira, José Eduardo Vaz Nascimento, Jonas Wacker , arXiv preprint , 2019Jupyter NotebookFree
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Training with Quantization Noise for Extreme Model Compression
Edouard Grave, Herve Jegou, Remi Gribonval, Armand Joulin, Benjamin Graham, Angela Fan, Pierre Stock , arXiv preprint , 2020PythonFree
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How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds
Matthew Hausknecht, Prithviraj Ammanabrolu, Mark O. Riedl, Ethan Tien , arXiv preprint , 2020PythonFree
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Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution
Xianhang Cheng, Zhenzhong Chen , arXiv preprint , 2020PythonFree
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Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models
Xiao Zhang, Quanquan Gu, Jinghui Chen, David Evans , arXiv preprint , 2020PythonFree
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Flashlight CNN Image Denoising
Pham Huu Thanh Binh, Karen Egiazarian, Cristóvão Cruz , arXiv preprint , 2020ShellFree
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Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction
Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung, Ziyue Li , arXiv preprint , 2019PythonFree
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FedDANE: A Federated Newton-Type Method
Virginia Smith, Anit Kumar Sahu, Tian Li, Ameet Talwalkar, Manzil Zaheer, Maziar Sanjabi , arXiv preprint , 2020PythonFree
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A Set of Recommendations for Assessing Human-Machine Parity in Language Translation
Sheila Castilho, Samuel Läubli, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral , arXiv preprint , 2020HTMLFree
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Learning to Improve Image Compression without Changing the Standard Decoder
Radu Timofte, Yannick Strümpler, Ren Yang , arXiv preprint , 2020UnspecifiedFree
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Unbalanced Sobolev Descent
Mattia Rigotti, Youssef Mroueh , arXiv preprint , 2020Jupyter NotebookFree
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AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows
Hadi M. Dolatabadi, Christopher Leckie, Sarah Erfani , arXiv preprint , 2020PythonFree
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Learn to cycle: Time-consistent feature discovery for action recognition
Alexandros Stergiou, Ronald Poppe , arXiv preprint , 2020PythonFree
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Single-exposure absorption imaging of ultracold atoms using deep learning
Constantine Shkedrov, Anastasiya Vainbaum, Yanay Florshaim, Gal Ness, Yoav Sagi , arXiv preprint , 2020PythonFree
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DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm
Geoffroy Peeters, Alice Cohen-Hadria, Gabriel Meseguer-Brocal , arXiv preprint , 2019PythonFree
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A Physical Embedding Model for Knowledge Graphs
Caglar Demir, Axel-Cyrille Ngonga Ngomo , arXiv preprint , 2020Jupyter NotebookFree
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Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation
Qi Yao, Xiaojin Gong , arXiv preprint , 2019Jupyter NotebookFree
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6D Object Pose Regression via Supervised Learning on Point Clouds
Mikko Lauri, Yulong Wang, Simone Frintrop, Ge Gao, Jianwei Zhang, Xiaolin Hu , arXiv preprint , 2020PythonFree
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ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
Brendan Roof, Maarten Sap, Hannah Rashkin, Yejin Choi, Emily Allaway, Noah A. Smith, Chandra Bhagavatula, Ronan LeBras, Nicholas Lourie , arXiv preprint , 2018UnspecifiedFree
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The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings
Sandipan Sikdar, Binny Mathew, Markus Strohmaier, Florian Lemmerich , arXiv preprint , 2020RoffFree
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Properly-weighted graph Laplacian for semi-supervised learning
Jeff Calder, Dejan Slepcev , arXiv preprint , 2018PythonFree
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Detecting DGA domains with recurrent neural networks and side information
Alejandro Mosquera, Ryan R. Curtin, Slawomir Grzonkowski, Alexey Kleymenov, Andrew B. Gardner , arXiv preprint , 2018Jupyter NotebookFree
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FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation
Aswin Sankaranarayanan, Richard Baraniuk, Ali Ayremlou, M. Salman Asif, Ashok Veeraraghavan , arXiv preprint , 2015PythonFree
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DeepShift: Towards Multiplication-Less Neural Networks
Joey Yiwei Li, Zihao Chen, Ye Henry Tian, Farhan Shafiq, Mostafa Elhoushi , arXiv preprint , 2019PythonFree
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Pre-training Polish Transformer-based Language Models at Scale
Michał Perełkiewicz, Rafał Poświata, Sławomir Dadas , arXiv preprint , 2020PythonFree
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Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
Xianfeng Tang, Zhenhui Li, Huaxiu Yao, Yiding Liu, Ying Wei , arXiv preprint , 2019PythonFree
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Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming
Guy Wolf, Mostafa ElAraby, Margarida Carvalho , arXiv preprint , 2020PythonFree
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Solving Arithmetic Word Problems Automatically Using Transformer and Unambiguous Representations
Jugal Kalita, Kaden Griffith , arXiv preprint , 2019PythonFree
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Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses
Kashyap Coimbatore Murali , arXiv preprint , 2020PythonFree
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Safeguarded Dynamic Label Regression for Generalized Noisy Supervision
Ya Zhang, Ivor W. Tsang, Jun Sun, Jiangchao Yao , arXiv preprint , 2019PythonFree
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P-SIF: Document Embeddings Using Partition Averaging
Piyush Rai, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Vivek Gupta, Partha Talukdar , arXiv preprint , 2020PythonFree
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Table Search Using a Deep Contextualized Language Model
Jeff Heflin, Mohamed Trabelsi, Brian D. Davison, Zhiyu Chen, Yinan Xu , arXiv preprint , 2020PythonFree
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Grouped sparse projection
Riyasat Ohib, Nicolas Gillis, Sergey Plis, Vamsi Potluru , arXiv preprint , 2019Jupyter NotebookFree
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AIPerf: Automated machine learning as an AI-HPC benchmark
Jidong Zhai, Zhixiang Ren, Yunquan Zhang, Yue Zhou, Wenguang Chen, Tianhui Shi, Youhui Zhang, Yongheng Liu, Lei Xie , arXiv preprint , 2020TypeScriptFree
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SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator
Stefanos Zafeiriou, Shunwang Gong, Lei Chen, Michael Bronstein , arXiv preprint , 2019PythonFree
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GIANT: Scalable Creation of a Web-scale Ontology
Di Niu, Chaoyue Wang, Bang Liu, Jinwen Luo, Yu Xu, Zhen Wen, Weidong Guo , arXiv preprint , 2020CFree
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Aleksandara Piktus, Wen-tau Yih, Douwe Kiela, Heinrich Küttler, Sebastian Riedel, Tim Rocktäschel, Patrick Lewis, Vladimir Karpukhin, Fabio Petroni, Naman Goyal, Mike Lewis, Ethan Perez , arXiv preprint , 2020PythonFree
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Network Plasticity as Bayesian Inference
Stefan Habenschuss, Robert Legenstein, Wolfgang Maass, David Kappel , arXiv preprint , 2015Jupyter NotebookFree
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Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
Yiming Cui, Xiangzhan Yu, Yutai Hou, Ting Liu, Sanyuan Chen, Wanxiang Che , arXiv preprint , 2020PythonFree
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Effective Strategies in Zero-Shot Neural Machine Translation
Thanh-Le Ha, Alexander Waibel, Jan Niehues , arXiv preprint , 2017PythonFree
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A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations
Jun Xu, Xueqi Cheng, Yanyan Lan, Jiafeng Guo, Liang Pang, Shengxian Wan , arXiv preprint , 2015PythonFree
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Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
Ahmad Fathan Hidayatullah, Ridho Rahmadi, Yurio Windiatmoko , arXiv preprint , 2020PythonFree
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End-to-end semantic segmentation of personalized deep brain structures for non-invasive brain stimulation
Jose Gomez-Tames, Essam A. Rashed, Akimasa Hirata , arXiv preprint , 2020MathematicaFree
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Physics-Informed Neural Networks for Non-linear System Identification applied to Power System Dynamics
George S. Misyris, Jochen Stiasny, Spyros Chatzivasileiadis , arXiv preprint , 2020PythonFree
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SG-Net: Syntax-Guided Machine Reading Comprehension
Rui Wang, Sufeng Duan, Junru Zhou, Zhuosheng Zhang, Yuwei Wu, Hai Zhao , arXiv preprint , 2019PythonFree
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RobBERT: a Dutch RoBERTa-based Language Model
Pieter Delobelle, Bettina Berendt, Thomas Winters , arXiv preprint , 2020Jupyter NotebookFree
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Noisy-As-Clean: Learning Self-supervised Denoising from the Corrupted Image
Li Liu, Jun Xu, Yuan Huang, Ming-Ming Cheng, Zhou Xu, Ling Shao, Fan Zhu , arXiv preprint , 2019PythonFree
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Longformer for MS MARCO Document Re-ranking Task
Mohammad Aliannejadi, Amir Soleimani, Fabio Crestani, Ivan Sekulić , arXiv preprint , 2020PythonFree
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The Whole Is Greater Than the Sum of Its Nonrigid Parts
Ido Imanuel, Or Litany, Leonidas Guibas, Giovanni Trappolini, Oshri Halimi, Ron Kimmel, Emanuele Rodolà , arXiv preprint , 2020UnspecifiedFree
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Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding
Miryam de Lhoneux, Daniel Hershcovich, Artur Kulmizev, Joakim Nivre, Elham Pejhan , arXiv preprint , 2020PythonFree
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Thompson Sampling: An Asymptotically Optimal Finite Time Analysis
Nathaniel Korda, Rémi Munos, Emilie Kaufmann , arXiv preprint , 2012MATLABFree
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Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States
Yunan Ye, Yada Zhu, Jun Xiao, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Bo Li , arXiv preprint , 2020Jupyter NotebookFree
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EfficientPose: Scalable single-person pose estimation
Daniel Groos, Espen Ihlen, Heri Ramampiaro , arXiv preprint , 2020PythonFree
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Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
Hung Nghiep Tran, Atsuhiro Takasu , arXiv preprint , 2020PythonFree
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On the Coherence of Fake News Articles
Anoop K, Iknoor Singh, Deepak P , arXiv preprint , 2019PythonFree
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Similarity of Neural Networks with Gradients
Andreas Damianou, Shuai Tang, Wesley J. Maddox, Charlie Dickens, Tom Diethe , arXiv preprint , 2020PythonFree
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DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks
J. E. G. Peek, A. Ćiprijanović, G. F. Snyder, B. Nord , arXiv preprint , 2020Jupyter NotebookFree
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Single Shot Video Object Detector
Ting Yao, Jiajun Deng, Wengang Zhou, Tao Mei, Yingwei Pan, Houqiang Li , arXiv preprint , 2020PythonFree
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ML-SIM: A deep neural network for reconstruction of structured illumination microscopy images
Edward N. Ward, Clemens F. Kaminski, Charles N. Christensen, Pietro Lio , arXiv preprint , 2020UnspecifiedFree
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Ambient Sound Provides Supervision for Visual Learning
Andrew Owens, Josh H. McDermott, William T. Freeman, Jiajun Wu, Antonio Torralba , arXiv preprint , 2016PythonFree
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Cumulative link models for deep ordinal classification
César Hervás-Martínez, Pedro-Antonio Gutiérrez, Víctor-Manuel Vargas , arXiv preprint , 2019PythonFree
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Old Photo Restoration via Deep Latent Space Translation
Dongdong Chen, Dong Chen, Bo Zhang, Ziyu Wan, Jing Liao, Pan Zhang, Fang Wen , arXiv preprint , 2020PythonFree
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Towards Machine Learning on data from Professional Cyclists
Dan Kuylenstierna, Oscar Ivarsson, Teun van Erp, Agrin Hilmkil, Moa Johansson , arXiv preprint , 2018PythonFree
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