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Evaluating neural network explanation methods using hybrid documents and morphological agreement
Benjamin Roth, Nina Poerner, Hinrich Schütze , arXiv preprint , 2018PythonFree
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Layered Embeddings for Amodal Instance Segmentation
Eric Psota, Yanfeng Liu, Lance Pérez , arXiv preprint , 2020PythonFree
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First Steps Toward Camera Model Identification with Convolutional Neural Networks
Paolo Bestagini, Edward J. Delp, Luca Baroffio, Stefano Tubaro, Luca Bondi, David Güera , arXiv preprint , 2016PythonFree
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Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors
Chaozheng Wu, Ke Chen, Yu Hong, Lulu Tang, Zhixin Yang, Kui Jia , arXiv preprint , 2020UnspecifiedFree
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Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU
Terry Lyons, Patrick Kidger , arXiv preprint , 2020C++Free
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Multilingual acoustic word embedding models for processing zero-resource languages
Herman Kamper, Yevgen Matusevych, Sharon Goldwater , arXiv preprint , 2020Jupyter NotebookFree
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Intent Detection with WikiHow
Li Zhang, Qing Lyu, Chris Callison-Burch , arXiv preprint , 2020Jupyter NotebookFree
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Learning Neural Activations
Amina Asif, Fayyaz ul Amir Afsar Minhas , arXiv preprint , 2019Jupyter NotebookFree
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Deep Learning Models for Multilingual Hate Speech Detection
Punyajoy Saha, Binny Mathew, Sai Saketh Aluru, Animesh Mukherjee , arXiv preprint , 2020Jupyter NotebookFree
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Fast inference of Boosted Decision Trees in FPGAs for particle physics
Nhan Tran, Sergo Jindariani, Edward Kreinar, Giuseppe Di Guglielmo, Vladimir Loncar, Jennifer Ngadiuba, Dylan Rankin, Javier Duarte, Zhenbin Wu, Sioni Summers, Maurizio Pierini, Duc Hoang, Philip Harris , arXiv preprint , 2020PythonFree
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Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation
Stig-Arne Grönroos, Mikko Kurimo, Sami Virpioja , arXiv preprint , 2020PythonFree
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DeepFacePencil: Creating Face Images from Freehand Sketches
Zhihua Cheng, Binxin Yang, Zheng-Jun Zha, Zihan Chen, Yuhang Li, Xuejin Chen , arXiv preprint , 2020PythonFree
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Epidemiologically and Socio-economically Optimal Policies via Bayesian Optimization
Amit Chandak, Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar , arXiv preprint , 2020Jupyter NotebookFree
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Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem
Xibin Song, Ruigang Yang, Hongdong Li, Dylan Campbell, Liu Liu, Dingfu Zhou , arXiv preprint , 2020PythonFree
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An ant colony optimization algorithm for job shop scheduling problem
Edson Flórez, Wilfredo Gómez, Lola Bautista , arXiv , 2013RFree
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The GPU-based parallel ant colony system
Rafał Skinderowicz , Journal of Parallel and Distributed Computing , 2016C++Free
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Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders
Yu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li , ACL , 2020Jupyter NotebookFree
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Accelerating Training using Tensor Decomposition
Mostafa Elhoushi and Ye Henry Tian and Zihao Chen and Farhan Shafiq and Joey Yiwei Li , arXiv preprint , 2019PythonFree
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One-Shot Layer-Wise Accuracy Approximation For Layer Pruning
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray , 2020 IEEE International Conference on Image Processing (ICIP) , 2020PythonFree
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To Filter Prune, or to Layer Prune, That Is The Question
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray , Proceedings of the Asian Conference on Computer Vision (ACCV) , 2020PythonFree
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DeepShift: Towards Multiplication-Less Neural Networks
Mostafa Elhoushi, Zihao Chen, Farhan Shafiq, Ye Henry Tian, and Joey Yiwei Li , arXiv preprint , 2019PyTorchFree
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Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Yifan Zhang, Arjun Mukherjee, Dainis Boumber , LREC 2018 5 , 2018PythonFree
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unimelb: Topic Modelling-based Word Sense Induction
Paul Cook, Timothy Baldwin, Jey Han Lau , SEMEVAL 2013 6 , 2013C++Free
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Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU
Normunds Gruzitis, Laura Rituma, Arturs Znotins, Lauma Pretkalnina, Baiba Saulite, Peteris Paikens, Gunta Nespore-Berzkalne , LREC 2018 5 , 2018UnspecifiedFree
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A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognition
Nibaran Das, Mita Nasipuri, Mahantapas Kundu, Animesh Singh, Ritesh Sarkhel , Sensing and Imaging , 2020PythonFree
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Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging
Paul Yushkevich, Pulkit Khandelwal , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2020PythonFree
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F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder
Gautham J. Mysore, Mark Hasegawa-Johnson, Zeyu Jin, Kaizhi Qian , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2020PythonFree
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Deep neural network or dermatologist?
Sally Shrapnel, Gareth Booth, Reuben Dutton, Becks Simpson, Kyle Young , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2019Jupyter NotebookFree
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Learning Embedding of 3D models with Quadric Loss
M Gopi, Sung-eui Yoon, Nitin Agarwal , 30th British Machine Vision Conference 2019, BMVC 2019 , 2019PythonFree
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Dirichlet Simplex Nest and Geometric Inference
Mikhail Yurochkin, Aritra Guha, XuanLong Nguyen, Yuekai Sun , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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Vector-Valued Graph Trend Filtering with Non-Convex Penalties
Harlin Lee, Rohan Varma, Jelena Kovačević, Yuejie Chi , IEEE Transactions on Signal and Information Processing over Networks , 2019Jupyter NotebookFree
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Deep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs
Jingshuang Chen, Xinyu Liu, Zhiqiang Cai, Min Liu , Journal of Computational Physics , 2019Jupyter NotebookFree
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Deep Kernel Learning
Zhiting Hu, Andrew Gordon Wilson, Eric P. Xing, Ruslan Salakhutdinov , Sensors (Switzerland) , 2015PythonFree
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AffinityNet: semi-supervised few-shot learning for disease type prediction
Tianle Ma, Aidong Zhang , 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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Community Regularization of Visually-Grounded Dialog
Akshat Agarwal, Swaminathan Gurumurthy, Mike Lewis, Vasu Sharma, Katia Sycara , Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS , 2018PythonFree
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Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder
Jeffrey M. Ede , Ultramicroscopy , 2018PythonFree
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Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining
Sylvio Barbon Junior, Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho , Pattern Recognition Letters , 2018PythonFree
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Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction
Geoffrey C Fox, John D Paden, David J Crandall, Mingze Xu, Chenyou Fan , Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018 , 2018PythonFree
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Lipschitz Generative Adversarial Nets
Yuxuan Song, Hongwei Wang, Lantao Yu, Weinan Zhang, Jiadong Liang, Zhiming Zhou, Zhihua Zhang, Yong Yu , 36th International Conference on Machine Learning, ICML 2019 , 2019PythonFree
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Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations
Julien Mairal, Alberto Bietti , Journal of Machine Learning Research , 2017C++Free
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Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text
Iroro Orife , Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH , 2018PythonFree
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A Deep Learning Approach to Unsupervised Ensemble Learning
Ariel Jaffe, Boaz Nadler, Yuval Kluger, Uri Shaham, Omer Dror, Xiuyuan Cheng, Joseph Chang , 33rd International Conference on Machine Learning, ICML 2016 , 2016MatlabFree
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SubGram: Extending Skip-gram Word Representation with Substrings
Tom Kocmi, Ondřej Bojar , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Discrete Variational Autoencoders
Jason Tyler Rolfe , Advances in Neural Information Processing Systems , 2016PythonFree
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Gravitational Clustering
Armen Aghajanyan , Physical Review D , 2015TeXFree
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Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes
Yuri Gordienko, Yuriy Kochura, Sergii Stirenko, Michail Novotarskiy, Oleg Alienin , Advances in Intelligent Systems and Computing , 2017Jupyter NotebookFree
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Coupling Adaptive Batch Sizes with Learning Rates
Lukas Balles, Javier Romero, Philipp Hennig , Uncertainty in Artificial Intelligence - Proceedings of the 33rd Conference, UAI 2017 , 2016PythonFree
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Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding
Wei Hu, Zequn Sun, Chengkai Li , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017PythonFree
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Adversarial-Playground: A Visualization Suite Showing How Adversarial Examples Fool Deep Learning
Andrew P. Norton, Yanjun Qi , 2017 IEEE Symposium on Visualization for Cyber Security, VizSec 2017 , 2017PythonFree
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Two-stage Image Classification Supervised by a Single Teacher Single Student Model
Bob Zhang, Jianhang Zhou, Shaoning Zeng , 30th British Machine Vision Conference 2019, BMVC 2019 , 2019MATLABFree
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Process Monitoring on Sequences of System Call Count Vectors
David Tolpin, Ben Myara, Michael Dymshits , Proceedings - International Carnahan Conference on Security Technology , 2017Jupyter NotebookFree
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Face Alignment in Full Pose Range: A 3D Total Solution
Xiaoming Liu, Xiangyu Zhu, Zhen Lei, Stan Z. Li , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018PythonFree
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Temporally Identity-Aware SSD with Attentional LSTM
Junzhi Yu, Xingyu Chen, Zhengxing Wu , IEEE Transactions on Cybernetics , 2018PythonFree
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MLPnP – A Real-Time Maximum Likelihood Solution to the Perspective-n-Point Problem
Stefan Hinz, Jens Leitloff, Steffen Urban , ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences , 2016PythonFree
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Bayesian Approaches to Distribution Regression
Dougal J. Sutherland, Ho Chung Leon Law, Seth Flaxman, Dino Sejdinovic , International Conference on Artificial Intelligence and Statistics, AISTATS 2018 , 2017Jupyter NotebookFree
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Wasserstein Fair Classification
Ray Jiang, Silvia Chiappa, Tom Stepleton, Heinrich Jiang, Aldo Pacchiano , 35th Conference on Uncertainty in Artificial Intelligence, UAI 2019 , 2019PythonFree
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The Elephant in the Room
Amir Rosenfeld, John K. Tsotsos, Richard Zemel , JACC: Cardiovascular Interventions , 2018PythonFree
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Ultra-large alignments using Phylogeny-aware Profiles
Siavash Mirarab, Keerthana Kumar, Tandy Warnow, Nam-phuong Nguyen , Genome Biology , 2015PythonFree
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Context-based Normalization of Histological Stains using Deep Convolutional Features
Daniel Bug, Steffen Schneider, Friedrich Feuerhake, Eva Oswald, Julia Schüler, Dorit Merhof, Anne Grote , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017Jupyter NotebookFree
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Difference Target Propagation
Dong-Hyun Lee, Saizheng Zhang, Asja Fischer, Yoshua Bengio , 3rd International Conference on Learning Representations, ICLR 2015 - Workshop Track Proceedings , 2014PythonFree
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Understanding the impact of entropy on policy optimization
Mohammad Norouzi, Zafarali Ahmed, Nicolas Le Roux, Dale Schuurmans , 36th International Conference on Machine Learning, ICML 2019 , 2018PythonFree
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Hierarchical Sparse and Collaborative Low-Rank Representation for Emotion Recognition
Minh Dao, Trac D. Tran, Gregory D. Hager, Xiang Xiang , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2014MatlabFree
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Learning Transferable Features with Deep Adaptation Networks
Michael I. Jordan, Jianmin Wang, Yue Cao, Mingsheng Long , 32nd International Conference on Machine Learning, ICML 2015 , 2015Jupyter NotebookFree
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SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron
Abbas Nowzari-Dalini, Milad Mozafari, Timothée Masquelier, Mohammad Ganjtabesh , Frontiers in Neuroscience , 2019Jupyter NotebookFree
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Learning Domain-Invariant Subspace using Domain Features and Independence Maximization
Ke Yan, David Zhang, Lu Kou , IEEE Transactions on Cybernetics , 2016MATLABFree
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Efficient Metric Learning for the Analysis of Motion Data
Babak Hosseini, Barbara Hammer , Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015 , 2016C++Free
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Generative Adversarial Network for Abstractive Text Summarization
Hongyan Li, Qiang Qu, Linqing Liu, Yao Lu, Jia Zhu, Min Yang , Information Sciences , 2017PythonFree
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MMED: A Multi-domain and Multi-modality Event Dataset
Qing Li, Min Cheng, Zehang Lin, Zhenguo Yang, Wenyin Liu , Information Processing and Management , 2019UnspecifiedFree
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Robust Estimation of Self-Exciting Generalized Linear Models with Application to Neuronal Modeling
Min Wu, Abbas Kazemipour, Behtash Babadi , IEEE Transactions on Signal Processing , 2015MatlabFree
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Classification of Time-Series Images Using Deep Convolutional Neural Networks
Johan Debayle, Yann Gavet, Nima Hatami , Proceedings of SPIE - The International Society for Optical Engineering , 2017Jupyter NotebookFree
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Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks
Cassio P. de Campos, Diarmaid Conaty, Denis D. Mauá , Uncertainty in Artificial Intelligence - Proceedings of the 33rd Conference, UAI 2017 , 2017GoFree
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Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning
Kalpana Dahiya, Vinod Kumar Chauhan, Anuj Sharma , International Journal of Machine Learning and Cybernetics , 2018C++Free
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A New Ensemble Learning Framework for 3D Biomedical Image Segmentation
Zhuo Zhao, Danny Z. Chen, Hao Zheng, Peixian Liang, Chaoli Wang, Lin Yang, Yizhe Zhang , 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 , 2018UnspecifiedFree
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Feature Relevance Bounds for Ordinal Regression
Lukas Pfannschmidt, Peter Tino, Michael Biehl, Jonathan Jakob, Barbara Hammer , ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning , 2019PythonFree
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Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identification
Eric Guerrero-Font, Miguel Martin-Abadal, Francisco Bonin-Font, Yolanda Gonzalez-Cid , IEEE Access , 2018PythonFree
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MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
Liming Zhu, Feng Yuan, Lina Yao, Manqing Dong, Xiwei Xu , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2020PythonFree
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Scaling the Indian Buffet Process via Submodular Maximization
Zoubin Ghahramani, Colorado Reed , 30th International Conference on Machine Learning, ICML 2013 , 2013MatlabFree
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Biological Mechanisms for Learning: A Computational Model of Olfactory Learning in the Manduca sexta Moth, with Applications to Neural Nets
Jeffrey A. Riffell, J. Nathan Kutz, Charles B. Delahunt , Frontiers in Computational Neuroscience , 2018MATLABFree
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Fast Counting in Machine Learning Applications
Jaroslaw Zola, Matthew Eichhorn, Grant Iraci, Subhadeep Karan, Blake Hurlburt , 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018 , 2018C++Free
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Adversarial Autoencoders with Constant-Curvature Latent Manifolds
Cesare Alippi, Lorenzo Livi, Daniele Grattarola , Applied Soft Computing Journal , 2018PythonFree
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Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning
Brooke Simmons, Yarin Gal, Hugh Dickinson, Rebecca Smethurst, Darryl Wright, Chris Lintott, Lucy Fortson, Lewis Smith, Steven Bamford, Sandor Kruk, Claudia Scarlata, Mike Walmsley, Karen Masters , Monthly Notices of the Royal Astronomical Society , 2019PythonFree
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SMART: An Open Source Data Labeling Platform for Supervised Learning
Jason Nance, Emily Hadley, Rob Chew, Peter Baumgartner, Caroline Kery, Michael Wenger, Keith Richards , Journal of Machine Learning Research , 2018UnspecifiedFree
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Texel-Att: Representing and Classifying Element-based Textures by Attributes
Christian Joppi, Andrea Giachetti, Fabio Pellacini, Marco Godi, Marco Cristani , 30th British Machine Vision Conference 2019, BMVC 2019 , 2019UnspecifiedFree
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Deep Learning-Based Channel Estimation
Ali Mirzaei, Mehran Soltani, Hamid Sheikhzadeh, Vahid Pourahmadi , Journal of Communications and Networks , 2018PythonFree
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Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling
Louis-Philippe Morency, Chaitanya Ahuja , 32nd AAAI Conference on Artificial Intelligence, AAAI 2018 , 2017PythonFree
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Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification
Tianlong Chen, Prateek Shroff, Yunchao Wei, Zhangyang Wang , IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops , 2020PythonFree
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Convolutional Oriented Boundaries
Jordi Pont-Tuset, Luc Van Gool, Kevis-Kokitsi Maninis, Pablo Arbeláez , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2016C++Free
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Dataset Culling: Towards Efficient Training Of Distillation-Based Domain Specific Models
Simon Wong, Edward Lee, Mark Horowitz, Kentaro Yoshioka , Proceedings - International Conference on Image Processing, ICIP , 2019PythonFree
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FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing GANs
Sandra Aigner, Marco Körner , International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives , 2018PythonFree
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Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy
Michèle Sebag, Marc Schoenauer, Ilya Loshchilov , GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation , 2012MATLABFree
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Integrative Factorization of Bidimensionally Linked Matrices
Eric F. Lock, Jun Young Park , Biometrics , 2019RFree
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Sequential Image-based Attention Network for Inferring Force Estimation without Haptic Sensor
Soochul Lim, Hyeon Cho, Dongyi Kim, Daekwan Ko, Wonjun Hwang, Hochul Shin , IEEE Access , 2018PythonFree
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Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering
Lin-shan Lee, Chao-I Tuan, Gene-Ping Yang, Hung-Yi Lee , Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH , 2019PythonFree
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Zero-shot Neural Transfer for Cross-lingual Entity Linking
Graham Neubig, Jaime Carbonell, Jiateng Xie, Shruti Rijhwani , 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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Exploiting User Preference for Online Learning in Web Content Optimization Systems
Jiang Bian, B. Long, L. Li, T. Moon, A. Dong, Yi Chang , ACM Transactions on Intelligent Systems and Technology , 2014Jupyter NotebookFree
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Sound and Music Recommendation with Knowledge Graphs
S. Oramas, Vito Claudio Ostuni, T. D. Noia, X. Serra, E. D. Sciascio , ACM Transactions on Intelligent Systems and Technology , 2016PythonFree
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Soft Confidence-Weighted Learning
Jialei Wang, P. Zhao, S. Hoi , ACM Transactions on Intelligent Systems and Technology , 2016PythonFree
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Dynamic joint sentiment-topic model
Yulan He, Chenghua Lin, Wei Gao, K. Wong , ACM Transactions on Intelligent Systems and Technology , 2013C++Free
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Building a Manga Dataset Manga109 with Annotations for Multimedia Applications
Hikaru Ikuta, Yusuke Matsui, Koki Tsubota, Atsushi Otsubo, Azuma Fujimoto, Toru Ogawa, Kiyoharu Aizawa , IEEE Multimedia , 2020PythonFree
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Found in Translation: Predicting Outcomes of Complex Organic Chemistry Reactions using Neural Sequence-to-Sequence Models
Teodoro Laino, David Lanyi, Theophile Gaudin, Philippe Schwaller, Costas Bekas , Chemical Science , 2017PythonFree
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