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Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus
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How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition
Christian Saam, Naomi Harte, George Sterpu , IEEE/ACM Transactions on Audio Speech and Language Processing , 2020PythonFree
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A neural network oracle for quantum nonlocality problems in networks
Arash Tavakoli, Nicolas Gisin, Tamás Kriváchy, Nicolas Brunner, Yu Cai, Daniel Cavalcanti , npj Quantum Information , 2019PythonFree
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Kjell Lemström, Andres Ferraro , ACM International Conference Proceeding Series , 2019CFree
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Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments
Victor Sanchez, Olly Styles, Tanaya Guha , Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020 , 2019PythonFree
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Serena Yeung, Greg Mori, Olga Russakovsky, Li Fei-Fei, Ning Jin, Mykhaylo Andriluka , International Journal of Computer Vision , 2015UnspecifiedFree
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An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval
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ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task
Milan Straka, Jana Straková , CoNLL 2019 - SIGNLL Conference on Computational Natural Language Learning, Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning , 2019PythonFree
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Low Cost Edge Sensing for High Quality Demosaicking
Jihong Ouyang, Wanli Zuo, Yan Niu, Fuxin Wang , IEEE Transactions on Image Processing , 2018MATLABFree
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Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance
Andreas Karwath, Stefan Kramer, Alexander Segner, Lukas Pensel, Marius Köppel, Martin Wagener , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019PythonFree
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Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network
Eunhee Kang, Jaejun Yoo, Jong Chul Ye , IEEE Transactions on Medical Imaging , 2017MATLABFree
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Hadar Averbuch-Elor, Daniel Cohen-Or, Nadav Bar , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2016PythonFree
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Farinaz Koushanfar, Mohammad Ghasemzadeh, Mohammad Samragh , Proceedings - 26th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2018 , 2017C++Free
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Zhiqian Chen, Naren Ramakrishnan, Kaiqun Fu, Nathan Self, Chang-Tien Lu, Taoran Ji , IJCAI International Joint Conference on Artificial Intelligence , 2019PythonFree
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Spinal cord gray matter segmentation using deep dilated convolutions
Julien Cohen-Adad, Evan Calabrese, Christian S. Perone , Scientific Reports , 2017PythonFree
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Fady Medhat, David Chesmore, John Robinson , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks
Shuailong Liang, Yue Zhang, Olivia Nicol , 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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Doubly Stochastic Neighbor Embedding on Spheres
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GCNv2: Efficient Correspondence Prediction for Real-Time SLAM
Patric Jensfelt, John Folkesson, Ludvig Ericson, Jiexiong Tang , IEEE Robotics and Automation Letters , 2019C++Free
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Wonjong Rhee, Daeyoung Choi , 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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Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search
Elias Jääsaari, Ville Hyvönen, Teemu Roos , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018C++Free
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Fast Low-Rank Matrix Learning with Nonconvex Regularization
James T. Kwok, Quanming Yao, Wenliang Zhong , Proceedings - IEEE International Conference on Data Mining, ICDM , 2015MATLABFree
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Priyank Palod, Sudhanshu Bahety, Saurabh Bagchi, Pawan Goyal, Ayush Patwari , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019PythonFree
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Sensitivity Analysis for Mirror-Stratifiable Convex Functions
Gabriel Peyré, Jérôme Malick, Jalal Fadili , SIAM Journal on Optimization , 2017MatlabFree
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A Subsequence Interleaving Model for Sequential Pattern Mining
Jaroslav Fowkes, Charles Sutton , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2016JavaFree
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HOL(y)Hammer: Online ATP Service for HOL Light
Cezary Kaliszyk, Josef Urban , Mathematics in Computer Science , 2013MakefileFree
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An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration
Hongzhou Lin, Julien Mairal, Zaid Harchaoui , SIAM Journal on Optimization , 2016C++Free
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Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery
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Evaluating prose style transfer with the Bible
Allen Riddell, Keith Carlson, Daniel Rockmore , Royal Society Open Science , 2017PythonFree
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Deep Reinforcement Learning for General Video Game AI
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Reflectance Intensity Assisted Automatic and Accurate Extrinsic Calibration of 3D LiDAR and Panoramic Camera Using a Printed Chessboard
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PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention
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NeVAE: A Deep Generative Model for Molecular Graphs
Gourhari Jana, Abir De, Niloy Ganguly, Bidisha Samanta, Pratim Kumar Chattaraj, Manuel Gomez-Rodriguez , 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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Input Fast-Forwarding for Better Deep Learning
Mohamed E. Hussein, Ahmed Ibrahim, A. Lynn Abbott , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017UnspecifiedFree
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AutoSense Model for Word Sense Induction
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Andrew S. Lan, Neil Heffernan, Aritra Ghosh , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2020PythonFree
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Mining Persistent Activity in Continually Evolving Networks
Xinyi Zheng, Danai Koutra, Caleb Belth , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2020PythonFree
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Accelerating Prototype-Based Drug Discovery using Conditional Diversity Networks
Kira Radinsky, Shahar Harel , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2018PythonFree
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Deep Deformation Network for Object Landmark Localization
Manmohan Chandraker, Feng Zhou, Xiang Yu , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016UnspecifiedFree
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Hierarchical Image Classification using Entailment Cone Embeddings
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Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
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Fast Deep Stereo with 2D Convolutional Processing of Cost Signatures
Ayan Chakrabarti, Kyle Yee , 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) , 2019PythonFree
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Practical sensorless aberration estimation for 3D microscopy with deep learning
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Selective Weak Supervision for Neural Information Retrieval
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Motif Enhanced Recommendation over Heterogeneous Information Network
Huan Zhao, Yangqiu Song, Dik Lun Lee, Yingqi Zhou , Proceedings of the 28th ACM International Conference on Information and Knowledge Management , 2019PythonFree
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Prasad Tadepalli, Alexander Matt Turner, Dylan Hadfield-Menell , Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society , 2019PythonFree
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Inferring Distributions Over Depth from a Single Image
Peiyun Hu, Gengshan Yang, Deva Ramanan , 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2019PythonFree
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Alexis Toumi, Konstantinos Meichanetzidis, Giovanni de Felice , Electronic Proceedings in Theoretical Computer Science , 2019PythonFree
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DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
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A Smooth Representation of Belief over SO(3) for Deep Rotation Learning with Uncertainty
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Deep Network Embedding for Graph Representation Learning in Signed Networks
Xiao Shen, Fu-Lai Chung , IEEE Transactions on Cybernetics , 2019MATLABFree
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Hierarchical Reinforcement Learning for Open-Domain Dialog
Abdelrhman Saleh, Rosalind Picard, Judy Hanwen Shen, Asma Ghandeharioun, Natasha Jaques , Proceedings of the AAAI Conference on Artificial Intelligence , 2019PythonFree
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Efficient Structured Pruning and Architecture Searching for Group Convolution
Wayne Luk, Ruizhe Zhao , 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) , 2018PythonFree
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3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents
Jong-Hwan Kim, Ue-Hwan Kim, Jin-Man Park, Taek-Jin Song , IEEE Transactions on Cybernetics , 2019PythonFree
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Evolving Pacing Strategies for Team Pursuit Track Cycling
Markus Wagner, Trent Kroeger, Diora Jordan, Frank Neumann, Jareth Day , Operations Research/Computer Science Interfaces Series , 2011JavaFree
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How to Train a CAT: Learning Canonical Appearance Transformations for Direct Visual Localization Under Illumination Change
Jonathan Kelly, Lee Clement , IEEE Robotics and Automation Letters , 2017PythonFree
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Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning
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Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive Hands
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Combining Experience Replay with Exploration by Random Network Distillation
Francesco Sovrano , 2019 IEEE Conference on Games (CoG) , 2019PythonFree
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Covariate Regularized Community Detection in Sparse Graphs
Bowei Yan, Purnamrita Sarkar , Journal of the American Statistical Association , 2016MatlabFree
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Xi-Lin Li , IEEE Transactions on Neural Networks and Learning Systems , 2015PythonFree
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Offline Signature Verification on Real-World Documents
Alperen Kantarcı, Seçil Arslan, Hazım Kemal Ekenel, Deniz Engin , 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) , 2020UnspecifiedFree
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Summarizing and Exploring Tabular Data in Conversational Search
Jamie Callan, Shuo Zhang, Krisztian Balog, Zhuyun Dai , Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval , 2020UnspecifiedFree
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Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks
Aaron Courville, Mohammad Pezeshki, Saizheng Zhang, Cesar Laurent Yoshua Bengio, Ying Zhang, Philemon Brakel , Interspeech 2016 , 2017PythonFree
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Adversarial Spatio-Temporal Learning for Video Deblurring
Yiran Zhong, Hongdong Li, Wenhan Luo, Kaihao Zhang, Wei Liu, Lin Ma , IEEE Transactions on Image Processing , 2018PythonFree
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Unsupervised Neural Machine Translation with SMT as Posterior Regularization
Shuo Ren, Ming Zhou, Shuai Ma, Shujie Liu, Zhirui Zhang , Proceedings of the AAAI Conference on Artificial Intelligence , 2019PythonFree
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PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark
Yuan Zheng, Qiao Liu, Zhenyu He, Xin Li , IEEE Transactions on Multimedia , 2018MATLABFree
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Adversarial Attacks on Deep Neural Networks for Time Series Classification
Germain Forestier, Pierre-Alain Muller, Lhassane Idoumghar, Hassan Ismail Fawaz, Jonathan Weber , 2019 International Joint Conference on Neural Networks (IJCNN) , 2019Jupyter NotebookFree
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Training-Time-Friendly Network for Real-Time Object Detection
Tu Zheng, Zili Liu, Haifeng Liu, Deng Cai, Guodong Xu, Zheng Yang , Proceedings of the AAAI Conference on Artificial Intelligence , 2019PythonFree
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Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow
Qiao Zheng, Nicholas Ayache, Hervé Delingette , Medical Image Analysis , 2018PythonFree
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Yuming Fang, Nevrez Imamoglu, Ryosuke Nakamura, Toru Kouyama, Xiaoqiang Zhang, Yu Oishi, Guanqun Ding , 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX) , 2018UnspecifiedFree
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Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
Jérôme Thevenot, Stefan Klein, Joyce van Meurs, Edwin H. G. Oei, Esa Rahtu, Simo Saarakkala, Aleksei Tiulpin, Sita M. A. Bierma-Zeinstra , Scientific Reports , 2019PythonFree
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Learning Counterfactual Representations for Estimating Individual Dose-Response Curves
Lorenz Linhardt, Walter Karlen, Joachim M. Buhmann, Patrick Schwab, Stefan Bauer , Proceedings of the AAAI Conference on Artificial Intelligence , 2019PythonFree
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Learning Semantic Representations for Novel Words: Leveraging Both Form and Context
Hinrich Schütze, Timo Schick , Proceedings of the AAAI Conference on Artificial Intelligence , 2018PythonFree
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LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks
Haojin Yang, Joseph Bethge, Christoph Meinel, Christian Bartz , Computer Vision – ACCV 2018 Workshops , 2018PythonFree
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Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor
Alex Waibel, Markus Müller, Robin Ruede, Sebastian Stüker , Advanced Social Interaction with Agents , 2017PythonFree
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Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition
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Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition
Yutaka Satoh, Hirokatsu Kataoka, Kensho Hara , 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) , 2017LuaFree
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Visual Global Localization with a Hybrid WNN-CNN Approach
Claudine Badue, Alberto F. De Souza, Avelino Forechi, Thiago Oliveira-Santos , 2018 International Joint Conference on Neural Networks (IJCNN) , 2018LuaFree
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Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data
Jacson Rodrigues Correia-Silva, Thiago Oliveira-Santos, Rodrigo F. Berriel, Claudine Badue, Alberto F. de Souza , 2018 International Joint Conference on Neural Networks (IJCNN) , 2018PythonFree
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Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities
Guo-Jun Qi , International Journal of Computer Vision , 2017LuaFree
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Huanrui Luo, Ning Yang, Philip S. Yu , 2019 IEEE International Conference on Big Data (Big Data) , 2020PythonFree
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Loosely-Coupled Semi-Direct Monocular SLAM
Javier Civera, Seong Hun Lee , IEEE Robotics and Automation Letters , 2018C++Free
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Extending Adversarial Attacks and Defenses to Deep 3D Point Cloud Classifiers
Hao Su, Daniel Liu, Ronald Yu , 2019 IEEE International Conference on Image Processing (ICIP) , 2019PythonFree
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Quantisation and Pruning for Neural Network Compression and Regularisation
Richard Klein, Kimessha Paupamah, Steven James , 2020 International SAUPEC/RobMech/PRASA Conference , 2020PythonFree
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Characterizing Entities in the Bitcoin Blockchain
Pralhad Deshpande, Marc Jourdan, Sebastien Blandin, Laura Wynter , 2018 IEEE International Conference on Data Mining Workshops (ICDMW) , 2018UnspecifiedFree
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Sentiment Polarity Detection for Software Development
Fabio Calefato, Filippo Lanubile, Nicole Novielli, Federico Maiorano , Empirical Software Engineering , 2017RFree
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PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI
Bernhard Kainz, Mary Rutherford, Maria Murgasova, Mellisa Damodaram, Steven G. McDonagh, Daniel Rueckert, Amir Alansary, Joseph V. Hajnal, Alice Davidson, Martin Rajchl, David F. A. Lloyd , IEEE Transactions on Medical Imaging , 2016C++Free
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Controlling Neural Machine Translation Formality with Synthetic Supervision
Marine Carpuat, Xing Niu , Proceedings of the AAAI Conference on Artificial Intelligence , 2019ShellFree
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A Simple Reservoir Model of Working Memory with Real Values
Xavier Hinaut, Anthony Strock, Nicolas Rougier , 2018 International Joint Conference on Neural Networks (IJCNN) , 2018Jupyter NotebookFree
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DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems
Frank Schlimbach, Sergey Maidanov, James P. Crutchfield, Prabhat, Adam Rupe, Mostofa Patwary, Karthik Kashinath, Vladislav Epifanov, Oleksandr Pavlyk, Nalini Kumar, Victor Lee , 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) , 2019C++Free
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Human Motion Capture Using a Drone
Xiaowei Zhou, Sikang Liu, Vijay Kumar, Kostas Daniilidis, Georgios Pavlakos , 2018 IEEE International Conference on Robotics and Automation (ICRA) , 2018UnspecifiedFree
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Procedural Content Generation via Machine Learning (PCGML)
Matthew Guzdial, Adam Summerville, Sam Snodgrass, Amy K. Hoover, Christoffer Holmgård, Aaron Isaksen, Julian Togelius, Andy Nealen , IEEE Transactions on Games , 2017UnspecifiedFree
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Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities
Kazuki Fukui, Akifumi Okuno, Hidetoshi Shimodaira, Geewook Kim , Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence , 2019PythonFree
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Large Scale Language Modeling: Converging on 40GB of Text in Four Hours
Bryan Catanzaro, Robert Kirby, Raul Puri, Nikolai Yakovenko , 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD) , 2018PythonFree
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Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification
Colin Stephen , 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) , 2019PythonFree