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ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation
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Deep Learning Based Speed Estimation for Constraining Strapdown Inertial Navigation on Smartphones
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Revisiting Anchor Mechanisms for Temporal Action Localization
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Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation
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SoccerDB: A Large-Scale Database for Comprehensive Video Understanding
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CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network
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FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
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A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
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Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces
Songcan Chen, Weikai Li , arXiv preprint , 2020MATLABFree
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GIF: Generative Interpretable Faces
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Multi-Attention Based Ultra Lightweight Image Super-Resolution
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Multilingual Denoising Pre-training for Neural Machine Translation
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DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback
David Burth Kurka, Deniz Gündüz , arXiv preprint , 2019PythonFree
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Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
Pheng-Ann Heng, Lequan Yu, Xiaomeng Li, Hao Chen, Chi-Wing Fu , arXiv preprint , 2018Jupyter NotebookFree
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Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies
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Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition
Ho Seong Lee, Taeoh Kim, Hyeongmin Lee, Sangyoun Lee, MyeongAh Cho, Dong Heon Cho , arXiv preprint , 2020PythonFree
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MLJ: A Julia package for composable Machine Learning
Yiannis Simillides, Thibaut Lienart, Sebastian J. Vollmer, Anthony D. Blaom, Diego Arenas, Franz Kiraly , arXiv preprint , 2020Jupyter NotebookFree
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Random Spiking and Systematic Evaluation of Defenses Against Adversarial Examples
Ninghui Li, Bruno Ribeiro, Sze Yiu Chau, Huangyi Ge , arXiv preprint , 2018PythonFree
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What they do when in doubt: a study of inductive biases in seq2seq learners
Rahma Chaabouni, Eugene Kharitonov , arXiv preprint , 2020PythonFree
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Classification with Valid and Adaptive Coverage
Yaniv Romano, Emmanuel J. Candès, Matteo Sesia , arXiv preprint , 2020PythonFree
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Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting
Xianzhi Wang, Can Li, Lei Bai, Lina Yao, Can Wang , arXiv preprint , 2020PythonFree
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Unsupervised Learning of Particle Image Velocimetry
Mingrui Zhang, Matthew D. Piggott , arXiv preprint , 2020PythonFree
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Deep Embedded Multi-view Clustering with Collaborative Training
Jie Xu, Yazhou Ren, Lili Pan, Guofeng Li, Ce Zhu, Zenglin Xu , arXiv preprint , 2020UnspecifiedFree
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Deep Imitation Learning of Sequential Fabric Smoothing From an Algorithmic Supervisor
Soshi Iba, Ashwin Balakrishna, Katsu Yamane, Brijen Thananjeyan, John Canny, Jeffrey Ichnowski, Edward Cen, Aditya Ganapathi, Ken Goldberg, Ryan Hoque, Ajay Kumar Tanwani, Minho Hwang, Nawid Jamali, Daniel Seita , arXiv preprint , 2019C++Free
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Distributionally Robust Formulation and Model Selection for the Graphical Lasso
Pedro Cisneros-Velarde, Alexander Petersen, Sang-Yun Oh , arXiv preprint , 2019PythonFree
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Assisted Perception: Optimizing Observations to Communicate State
Siddharth Reddy, Sergey Levine, Anca D. Dragan , arXiv preprint , 2020Jupyter NotebookFree
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Playing Chess with Limited Look Ahead
Arman Maesumi , arXiv preprint , 2020PythonFree
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Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding
Yu Zhang, Jiawei Han, Yu Meng, Jiaxin Huang, Chao Zhang, Yunyi Zhang , arXiv preprint , 2020CFree
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Kernel Assisted Learning for Personalized Dose Finding
Michael R. Kosorok, Rui Song, Wenbin Lu, Liangyu Zhu , arXiv preprint , 2020RFree
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PiNet: Attention Pooling for Graph Classification
Peter J. Bentley, Peter Meltzer, Marcelo Daniel Gutierrez Mallea , arXiv preprint , 2020PythonFree
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Decoupling Inherent Risk and Early Cancer Signs in Image-based Breast Cancer Risk Models
Kevin Smith, Hossein Azizpour, Yue Liu, Fredrik Strand , arXiv preprint , 2020PythonFree
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Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation
Dong Wang, Bin Yan, Huchuan Lu, Xiaoyun Yang , arXiv preprint , 2020PythonFree
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ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification
Yunyang Xiong, Varsha Hedau, Hyunwoo J. Kim , arXiv preprint , 2019PythonFree
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Model-Targeted Poisoning Attacks: Provable Convergence and Certified Bounds
Yuan Tian, Saeed Mahloujifar, Fnu Suya, David Evans , arXiv preprint , 2020PythonFree
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Decisions, Counterfactual Explanations and Strategic Behavior
Manuel Gomez-Rodriguez, Stratis Tsirtsis , arXiv preprint , 2020Jupyter NotebookFree
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Knowledge Graph Simple Question Answering for Unseen Domains
Evangelos Kanoulas, Nikos Voskarides, Georgios Sidiropoulos , arXiv preprint , 2020Jupyter NotebookFree
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Post-Hoc Methods for Debiasing Neural Networks
Yash Savani, Naveen Sundar Govindarajulu, Colin White , arXiv preprint , 2020PythonFree
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Training Deep Neural Networks on Noisy Labels with Bootstrapping
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Transformers Generalize to the Semantics of Logics
Christopher Hahn, Bernd Finkbeiner, Jens U. Kreber, Markus N. Rabe, Frederik Schmitt , arXiv preprint , 2020PythonFree
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Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks
Mirco Musolesi, Stephen Hailes, Victor-Alexandru Darvariu , arXiv preprint , 2020Jupyter NotebookFree
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Triplet Distillation for Deep Face Recognition
Yushu Feng, Daniel T. Yi, Huan Wang, Roland Hu , arXiv preprint , 2019PythonFree
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Deep Learning Approach to Diabetic Retinopathy Detection
Dmitry Spodarets, Borys Tymchenko, Philip Marchenko , arXiv preprint , 2020Jupyter NotebookFree
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Conversational Neuro-Symbolic Commonsense Reasoning
Jennifer Lee, Amos Azaria, Tom Mitchell, Kathryn Mazaitis, Forough Arabshahi, Mikayla Gawarecki , arXiv preprint , 2020PrologFree
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Deep Deformation Network for Object Landmark Localization
Manmohan Chandraker, Feng Zhou, Xiang Yu , arXiv preprint , 2016UnspecifiedFree
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Modeling subjective assessments of guilt in newspaper crime narratives
Elisa Kreiss, Zijian Wang, Christopher Potts , arXiv preprint , 2020UnspecifiedFree
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Restricted Boltzmann Machine Flows and The Critical Temperature of Ising models
Rodrigo Veiga, Renato Vicente , arXiv preprint , 2020Jupyter NotebookFree
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KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
Jeya Maria Jose, Vishal M. Patel, Vishwanath Sindagi, Ilker Hacihaliloglu , arXiv preprint , 2020PythonFree
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MLModelCI: An Automatic Cloud Platform for Efficient MLaaS
Huaizheng Zhang, Yizheng Huang, Kyle Guan, Yonggang Wen, Jianxiong Yin, Yuanming Li , arXiv preprint , 2020PythonFree
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ClusTR: Clustering Training for Robustness
Motasem Alfarra, Juan C. Pérez, Pablo Arbeláez, Adel Bibi, Bernard Ghanem, Ali Thabet , arXiv preprint , 2020PythonFree
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What is the State of Neural Network Pruning?
Jose Javier Gonzalez Ortiz, Davis Blalock, Jonathan Frankle, John Guttag , arXiv preprint , 2020PythonFree
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audino: A Modern Annotation Tool for Audio and Speech
Rajiv Ratn Shah, Yaman Kumar, Manraj Singh Grover, Mika Hama, Pakhi Bamdev , arXiv preprint , 2020JavaScriptFree
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FastReID: A Pytorch Toolbox for General Instance Re-identification
Peng Cheng, Tao Mei, Xinchen Liu, Xingyu Liao, Wu Liu, Lingxiao He , arXiv preprint , 2020PythonFree
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An LSTM approach to Forecast Migration using Google Trends
Pierre Schaus, Harold Silvère Kiossou, Nicolas Golenvaux, Pablo Gonzalez Alvarez , arXiv preprint , 2020Jupyter NotebookFree
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Interpreting Rate-Distortion of Variational Autoencoder and Using Model Uncertainty for Anomaly Detection
Panos M. Pardalos, Seonho Park, George Adosoglou , arXiv preprint , 2020PythonFree
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AdvFaces: Adversarial Face Synthesis
Debayan Deb, Jianbang Zhang, Anil K. Jain , arXiv preprint , 2019PythonFree
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Performance Evaluation of Low-Cost Machine Vision Cameras for Image-Based Grasp Verification
Paul G. Plöger, Amirhossein Pakdaman, Deebul Nair , arXiv preprint , 2020Jupyter NotebookFree
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PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation
Na Zhao, Gim Hee Lee, Tat-Seng Chua , arXiv preprint , 2019PythonFree
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ART: A machine learning Automated Recommendation Tool for synthetic biology
Tijana Radivojević, Zak Costello, Hector Garcia Martin, Kenneth Workman , arXiv preprint , 2019HTMLFree
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SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections
Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi , arXiv preprint , 2018PythonFree
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Deep-Plant: Plant Identification with convolutional neural networks
Paul Wilkin, Paolo Remagnino, Sue Han Lee, Chee Seng Chan , Proceedings - International Conference on Image Processing, ICIP , 2015UnspecifiedFree
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Caffe con Troll: Shallow Ideas to Speed Up Deep Learning
Christopher Ré, Firas Abuzaid, Ce Zhang, Stefan Hadjis , Proceedings of the 4th Workshop on Data analytics at sCale, DanaC 2015 - in conjunction with ACM SIGMOD/PODS Conference 2015 , 2015C++Free
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Amortized Monte Carlo Integration
Tom Rainforth, Adam Goliński, Frank Wood , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation
Jie Liang, Mohammad Akbari , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2018PythonFree
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Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification
Li Shilei, Xia Yuan, Li Ke, Liao xiaoli, Wu Jinfa, Shi Qinwen , ACM International Conference Proceeding Series , 2019UnspecifiedFree
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Low-rank Optimization with Convex Constraints
Christian Grussler, Pontus Giselsson, Anders Rantzer , IEEE Transactions on Automatic Control , 2016MatlabFree
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Key Protected Classification for Collaborative Learning
Mert Bülent Sarıyıldız, Erman Ayday, Ramazan Gökberk Cinbiş , Pattern Recognition , 2019PythonFree
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Segmenting the Future
Ehsan Adeli, Juan Carlos Niebles, Hsu-kuang Chiu , IEEE Robotics and Automation Letters , 2019UnspecifiedFree
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Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model
Rita Cucchiara, Giuseppe Serra, Marcella Cornia, Lorenzo Baraldi , IEEE Transactions on Image Processing , 2016PythonFree
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ANNETT-O: An Ontology for Describing Artificial Neural Network Evaluation, Topology and Training
Iraklis A. Klampanos, Vangelis Karkaletsis, Athanasios Davvetas, Antonis Koukourikos , International Journal of Metadata, Semantics and Ontologies , 2018PythonFree
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Data Augmentation using Random Image Cropping and Patching for Deep CNNs
Kuniaki Uehara, Ryo Takahashi, Takashi Matsubara , IEEE Transactions on Circuits and Systems for Video Technology , 2018PythonFree
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Constrained Bayesian Optimization for Automatic Chemical Design
Ryan-Rhys Griffiths, José Miguel Hernández-Lobato , Chemical Science , 2017PythonFree
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Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims
Chris Callison-Burch, Sihao Chen, Daniel Khashabi, Wenpeng Yin, Dan Roth , NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference , 2019Jupyter NotebookFree
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SwiDeN : Convolutional Neural Networks For Depiction Invariant Object Recognition
Venkatesh Babu R, Shiv Surya, Srinivas S S Kruthiventi, Ravi Kiran Sarvadevabhatla , MM 2016 - Proceedings of the 2016 ACM Multimedia Conference , 2016Jupyter NotebookFree
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Learning-to-Learn Stochastic Gradient Descent with Biased Regularization
Massimiliano Pontil, Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval
Simone Zorzan, Yarin Gal, Daniel Angerhausen, Giada N. Arney, Adam D. Cobb, Molly D. O'Beirne, Shawn D. Domagal-Goldman, Michael D. Himes, Atılım Güneş Baydin, Frank Soboczenski , Astronomical Journal , 2019Jupyter NotebookFree
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Deep Neural Networks for Anatomical Brain Segmentation
Giovanni Montana, Alexandre de Brebisson , IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops , 2015Jupyter NotebookFree
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Event-based, 6-DOF Camera Tracking from Photometric Depth Maps
Davide Scaramuzza, Guillermo Gallego, Tobi Delbruck, Henri Rebecq, Elias Mueggler, Jon E. A. Lund , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2016UnspecifiedFree
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Search Personalization with Embeddings
Dawei Song, Mark Johnson, Alistair Willis, Dat Quoc Nguyen, Thanh Vu , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016PythonFree
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The UCR Time Series Archive
Kaveh Kamgar, Chin-Chia Michael Yeh, Hoang Anh Dau, Chotirat Ann Ratanamahatana, Shaghayegh Gharghabi, Anthony Bagnall, Eamonn Keogh, Yan Zhu , IEEE/CAA Journal of Automatica Sinica , 2018PythonFree
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Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
Friso H. Kingma, Jonathan Ho, Pieter Abbeel , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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Exploiting Multiple Embeddings for Chinese Named Entity Recognition
Jialong Han, Chenliang Li, Feiyang Wang, Canwen Xu , International Conference on Information and Knowledge Management, Proceedings , 2019PythonFree
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Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding
Xuejing Liu, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang, Liang Li , MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia , 2019PythonFree
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Spatial-Temporal Person Re-identification
Xiaohua Xie, Peigen Huang, Jianhuang Lai, Guangcong Wang , 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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An Efficient Sampling-based Method for Online Informative Path Planning in Unknown Environments
Roland Siegwart, Michael Pantic, Lionel Ott, Juan Nieto, Raghav Khanna, Lukas Schmid , IEEE Robotics and Automation Letters , 2019C++Free
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Modeling Brain Networks with Artificial Neural Networks
Itir Onal Ertugrul, Baran Baris Kivilcim, Fatos T. Yarman Vural , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model
Jiafeng Guo, Liu Yang, Qingyao Ai, W. Bruce Croft , International Conference on Information and Knowledge Management, Proceedings , 2018HCLFree
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Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations
Maziar Raissi, George Em Karniadakis , Journal of Computational Physics , 2017MATLABFree
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Deformable Kernel Networks for Joint Image Filtering
Jean Ponce, Bumsub Ham, Beomjun Kim , International Journal of Computer Vision , 2019PythonFree
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Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
Severin Gsponer, Thach Le Nguyen, Iulia Ilie, Georgiana Ifrim, Martin O'Reilly , Data Mining and Knowledge Discovery , 2020C++Free
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Supervised online diarization with sample mean loss for multi-domain data
Enrico Fini, Alessio Brutti , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2019PythonFree
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AutoEncoder Inspired Unsupervised Feature Selection
Chao Xu, Chao Li, Yunhe Wang, Chao Zhang, Kai Han , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2017MATLABFree
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Offline Handwritten Signature Verification – Literature Review
Robert Sabourin, Luiz G. Hafemann, Luiz S. Oliveira , Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017 , 2015UnspecifiedFree
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The Hanabi Challenge: A New Frontier for AI Research
Nolan Bard, Michael Bowling, Shibl Mourad, Marc G. Bellemare, Iain Dunning, Sarath Chandar, Jakob N. Foerster, Vincent Dumoulin, Hugo Larochelle, Edward Hughes, Emilio Parisotto, H. Francis Song, Subhodeep Moitra, Neil Burch, Marc Lanctot , Artificial Intelligence , 2019RustFree
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Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking
Claudia Hauff, Gustavo Penha , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019PythonFree
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Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media
Elizabeth Belding, Mai ElSherief, William Yang Wang, Dana Nguyen, Vivek Kulkarni , 12th International AAAI Conference on Web and Social Media, ICWSM 2018 , 2018HTMLFree
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Joint Neural Collaborative Filtering for Recommender Systems
Fei Cai, Maarten de Rijke, Honghui Chen, Wanyu Chen , ACM Transactions on Information Systems , 2019PythonFree
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A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams
Sergio G. Burdisso, Manuel Montes-y-Gómez, Marcelo Errecalde , Expert Systems with Applications , 2019PythonFree
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