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Sequence Labeling Approach to the Task of Sentence Boundary Detection
The Anh Le , ICMLSC 2020: Proceedings of the 4th International Conference on Machine Learning and Soft Computing 2020 1 , 2020JsonFree
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Refer360° A Referring Expression Recognition Dataset in 360° Images
Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Volkan Cirik , ACL 2020 7 , 2020PythonFree
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Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data
Marc Habermann, Christian Theobalt, Weipeng Xu, Ikhsanul Habibie, Yuxiao Zhou, Feng Xu , CVPR 2020 6 , 2020PythonFree
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Extracting Headless MWEs from Dependency Parse Trees Parsing, Tagging, and Joint Modeling Approaches
Lillian Lee, Tianze Shi , ACL 2020 7 , 2020PythonFree
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Surfing: Iterative optimization over incrementally trained deep networks
Zhou Fan, John Lafferty, Ganlin Song , NeurIPS 2019 12 , 2019PythonFree
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Yanqi Zhou, Peter J. Liu, Adam Roberts, Colin Raffel, Katherine Lee, Michael Matena, Sharan Narang, Wei Li, Noam Shazeer , arXiv 2019 10 , 2019MultipleFree
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Explainable Face Recognition
Jonathan R. Williford, Jeffrey Byrne, Brandon B. May , ECCV 2020 8 , 2020PythonFree
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Coh-Metrix-Esp: A Complexity Analysis Tool for Documents Written in Spanish
Marco Sobrevilla Cabezudo, o, Walter Perez, Fern Alva-Manchego, Andre Quispesaravia , LREC 2016 5 , 2016JavaFree
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Categorized Bandits
Vianney Perchet, Matthieu Jedor, Jonathan Louedec , NeurIPS 2019 12 , 2020Jupyter NotebookFree
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Revisiting the Sibling Head in Object Detector
Yu Liu, Xiaogang Wang, Guanglu Song , CVPR 2020 6 , 2020MultipleFree
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ACFlow: Flow Models for Arbitrary Conditional Likelihoods
Junier Oliva, Yang Li, Shoaib Akbar , ICML 2020 1 , 2020PythonFree
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Learning to Detect Open Classes for Universal Domain Adaptation
Mingsheng Long, Jianmin Wang, Bo Fu, Zhangjie Cao , ECCV 2020 8 , 2020UnspecifiedFree
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Geom-GCN: Geometric Graph Convolutional Networks
Yu Lei, Bo Yang, Hongbin Pei, Kevin Chen-Chuan Chang, Bingzhe Wei , ICLR 2020 1 , 2020PythonFree
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Communication trade-offs for Local-SGD with large step size
Aymeric Dieuleveut, Kumar Kshitij Patel , NeurIPS 2019 12 , 2019PythonFree
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Training Neural Networks for and by Interpolation
Andrew Zisserman, Leonard Berrada, M. Pawan Kumar , ICML 2020 1 , 2019PythonFree
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On the Convergence of FedAvg on Non-IID Data
Wenhao Yang, Xiang Li, Zhihua Zhang, Kaixuan Huang, Shusen Wang , ICLR 2020 1 , 2019PythonFree
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A Kernel Independence Test for Geographical Language Variation
Jacob Eisenstein, Dong Nguyen , CL 2017 9 , 2016Jupyter NotebookFree
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Deep Learning for Classification of Hyperspectral Data: A Comparative Review
Sébastien Lefèvre, Bertrand Saux, Nicolas Audebert , IEEE Geoscience and Remote Sensing Magazine 2019 6 , 2019PythonFree
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MarginGAN: Adversarial Training in Semi-Supervised Learning
Tong Lin, Jinhao Dong , NeurIPS 2019 12 , 2019ShellFree
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Uniform convergence may be unable to explain generalization in deep learning
J. Zico Kolter, Vaishnavh Nagarajan , NeurIPS 2019 12 , 2019Jupyter NotebookFree
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Text-Based Ideal Points
David M. Blei, Keyon Vafa, Suresh Naidu , ACL 2020 7 , 2020PythonFree
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Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
Weixin Luo, Shenghua Gao, Wen Liu, Jun Cheng, Kang Zhou, Yuting Xiao, Jiang Liu, Zaiwang Gu, Jianlong Yang , ECCV 2020 8 , 2020PythonFree
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More Classifiers, Less Forgetting A Generic Multi-classifier Paradigm for Incremental Learning
Ales Leonardis, Xu Jia, Yu Liu, Sarah Parisot, Tinne Tuytelaars, Gregory Slabaugh , ECCV 2020 8 , 2020PythonFree
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CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
Kevin Duh, Shuo Sun, Suzanna Sia , ACL 2020 7 , 2020PythonFree
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Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Luc Van Gool, Wen Li, Yuhua Chen, Xiaoran Chen , CVPR 2019 6 , 2018UnspecifiedFree
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Radioactive data: tracing through training
Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Cordelia Schmid , ICML 2020 1 , 2020MultipleFree
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Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work
Francesca Babiloni, Jay Young, Nizar Massouh, Nick Hawes, Barbara Caputo, Tatiana Tommasi , IEEE Xplore 2017 12 , 2017PythonFree
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Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
Chengchun Shi, Wenbin Lu, Rui Song, Ling Leng, Runzhe Wan , ICML 2020 1 , 2020PythonFree
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SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing
Xinchen Yan, Haonan Qiu, Chaowei Xiao, Lei Yang, Bo Li, Honglak Lee , ECCV 2020 8 , 2020PythonFree
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A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening
Gecia Bravo Hermsdorff, Lee Gunderson , NeurIPS 2019 12 , 2019PythonFree
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Neural Syntactic Preordering for Controlled Paraphrase Generation
Tanya Goyal, Greg Durrett , ACL 2020 7 , 2020PythonFree
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Learning to Stop While Learning to Predict
Hanjun Dai, Le Song, Xin Gao, Yu Li, Xinshi Chen , ICML 2020 1 , 2020PythonFree
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Robust Place Categorization with Deep Domain Generalization
Samuel Rota Bulò, Massimiliano Mancini, Barbara Caputo, Elisa Ricci , IEEE Robotics and Automation Letters , 2018C++Free
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Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
Changan Chen, Yuejiang Liu, Alexandre Alahi, Sven Kreiss , Proceedings - IEEE International Conference on Robotics and Automation , 2018MultipleFree
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QA4IE: A Question Answering based Framework for Information Extraction
Shu Rong, Kewei Tu, Hao Zhou, Lihua Qian, Weinan Zhang, Dongyu Ru, Suoheng Li, Yanru Qu, Yong Yu, Lin Qiu , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Unsupervised Feature Selection with Adaptive Structure Learning
Yi-Dong Shen, Liang Du , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2015MatlabFree
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MNIST Dataset Classification Utilizing k-NN Classifier with Modified Sliding-window Metric
Divas Grover, Behrad Toghi , Advances in Intelligent Systems and Computing , 2018PythonFree
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Memory Networks
Antoine Bordes, Jason Weston, Sumit Chopra , Advances in Intelligent Systems and Computing , 2014MultipleFree
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A Framework for Visually Realistic Multi-robot Simulation in Natural Environment
Ramakrishnan Mukundan, Ori Ganoni , Computer Science Research Notes , 2017PythonFree
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Metacontrol for Adaptive Imagination-Based Optimization
Jessica B. Hamrick, Nicolas Heess, Razvan Pascanu, Andrew J. Ballard, Oriol Vinyals, Peter W. Battaglia , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2017UnspecifiedFree
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Learning Where to Attend Like a Human Driver
Andrea Palazzi, Simone Calderara, Rita Cucchiara, Francesco Solera, Stefano Alletto , IEEE Intelligent Vehicles Symposium, Proceedings , 2016PythonFree
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Categorical Reparameterization with Gumbel-Softmax
Eric Jang, Shixiang Gu, Ben Poole , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2016MultipleFree
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Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach
Kohei Hayashi, Satoshi Hara , International Conference on Artificial Intelligence and Statistics, AISTATS 2018 , 2016PythonFree
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A Comprehensive Analysis of Deep Regression
Xavier Alameda-Pineda, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018Jupyter NotebookFree
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Feature Selection via Binary Simultaneous Perturbation Stochastic Approximation
Vural Aksakalli, Milad Malekipirbazari , Pattern Recognition Letters , 2015MatlabFree
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Robust Graph Learning from Noisy Data
Zhao Kang, Steven C. H. Hoi, Zenglin Xu, Haiqi Pan , IEEE Transactions on Cybernetics , 2018UnspecifiedFree
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Low-Rank Matrix Recovery from Row-and-Column Affine Measurements
Or Zuk, Avishai Wagner , 32nd International Conference on Machine Learning, ICML 2015 , 2015MatlabFree
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SAT-based Analysis of Large Real-world Feature Models is Easy
Krzysztof Czarnecki, Jia Hui Liang, Venkatesh Raman, Vijay Ganesh , ACM International Conference Proceeding Series , 2015C++Free
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Learning Longer Memory in Recurrent Neural Networks
Tomas Mikolov, Michael Mathieu, Armand Joulin, Sumit Chopra, Marc'Aurelio Ranzato , 3rd International Conference on Learning Representations, ICLR 2015 - Workshop Track Proceedings , 2014MultipleFree
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Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model
Liang Lin, Xiaodan Liang, Rui Huang, Qingxing Cao , 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 , 2015UnspecifiedFree
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Caffe: Convolutional Architecture for Fast Feature Embedding
Ross Girshick, Sergey Karayev, Jonathan Long, Evan Shelhamer, Trevor Darrell, Yangqing Jia, Sergio Guadarrama, Jeff Donahue , MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia , 2014C++Free
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Kernel Adaptive Metropolis-Hastings
Heiko Strathmann, Dino Sejdinovic, Arthur Gretton, Maria Lomeli Garcia, Christophe Andrieu , 31st International Conference on Machine Learning, ICML 2014 , 2013PythonFree
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Incorporating long-range consistency in CNN-based texture generation
G. Berger, R. Memisevic , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2016MultipleFree
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Universal Sentence Encoder
Nicole Limtiaco, Brian Strope, Rhomni St. John, Mario Guajardo-Cespedes, Yun-Hsuan Sung, Ray Kurzweil, Steve Yuan, Yinfei Yang, Daniel Cer, Noah Constant, Nan Hua, Sheng-yi Kong, Chris Tar , EMNLP 2018 - Conference on Empirical Methods in Natural Language Processing System Demonstrations, Proceedings , 2018MultipleFree
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Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
William J. Dally, Huizi Mao, Song Han , 4th International Conference on Learning Representations, ICLR 2016 - Conference Track Proceedings , 2015MultipleFree
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Improving zero-shot learning by mitigating the hubness problem
Angeliki Lazaridou, Marco Baroni, Georgiana Dinu , 3rd International Conference on Learning Representations, ICLR 2015 - Workshop Track Proceedings , 2014MultipleFree
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Deep Learning with Differential Privacy
H. Brendan McMahan, Li Zhang, Kunal Talwar, Andy Chu, Ilya Mironov, Martín Abadi, Ian Goodfellow , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016MultipleFree
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Stable Gaussian Process based Tracking Control of Euler-Lagrange Systems
Dana Kulić, Sandra Hirche, Thomas Beckers , Automatica , 2018MATLABFree
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Efficient Estimation of Word Representations in Vector Space
Kai Chen, Greg Corrado, Tomas Mikolov, Jeffrey Dean , 1st International Conference on Learning Representations, ICLR 2013 - Workshop Track Proceedings , 2013MultipleFree
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Wide Residual Networks
Sergey Zagoruyko, Nikos Komodakis , Eurasip Journal on Wireless Communications and Networking , 2016MultipleFree
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A Diagram Is Worth A Dozen Images
Minjoon Seo, Mike Salvato, Eric Kolve, Hannaneh Hajishirzi, Ali Farhadi, Aniruddha Kembhavi , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016PythonFree
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LAREX – A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed Books
Uwe Springmann, Frank Puppe, Christian Reul , ACM International Conference Proceeding Series , 2017MultipleFree
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OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
David Eigen, Rob Fergus, Michael Mathieu, Xiang Zhang, Yann LeCun, Pierre Sermanet , 2nd International Conference on Learning Representations, ICLR 2014 - Conference Track Proceedings , 2013MultipleFree
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Case Study of a highly automated Layout Analysis and OCR of an incunabulum 'Der Heiligen Leben' (1488)
Martin Gruner, Marco Dittrich, Christian Reul , ACM International Conference Proceeding Series , 2017MultipleFree
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Auto-Encoding Variational Bayes
Max Welling, Diederik P Kingma , Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering , 2013MultipleFree
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Certifying and removing disparate impact
Sorelle Friedler, Carlos Scheidegger, Michael Feldman, John Moeller, Suresh Venkatasubramanian , Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2014MultipleFree
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Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition
M. S. Burtsev, L. T. Anh, M. Y. Arkhipov , Communications in Computer and Information Science , 2017MultipleFree
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An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
Cong Yao, Xiang Bai, Baoguang Shi , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2015MultipleFree
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Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Dhruv Batra, Denis Yarats, Devi Parikh, Yann N. Dauphin, Mike Lewis , EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings , 2017PythonFree
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Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge
Oriol Vinyals, Samy Bengio, Dumitru Erhan, Alexander Toshev , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2016MultipleFree
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A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract
Korin Richmond, Alexander Hewer, Ingmar Steiner, Stefanie Wuhrer , Computer Speech and Language , 2016MultipleFree
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Designing Neural Network Architectures using Reinforcement Learning
Otkrist Gupta, Ramesh Raskar, Nikhil Naik, Bowen Baker , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2016MultipleFree
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Learning Partial Differential Equations from Data Using Neural Networks
Robert Ravier, Vahid Tarokh, João M. Pereira, Ali Hasan, Sina Farsiu , ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , 2019Jupyter NotebookFree
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Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline
Weizhong Yan, Tim Oates, Zhiguang Wang , Proceedings of the International Joint Conference on Neural Networks , 2016MultipleFree
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Suspicious News Detection Using Micro Blog Text
Atsuo Fujimura, Tsubasa Tagami, Kazuaki Hanawa, Kentaro Inui, Hiroki Ouchi, Akinori Machino, Hiroki Asano, Ryo Yamashita, Atsushi Komiya, Kaito Suzuki, Kaori Uchiyama, Hitofumi Yanai , Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, PACLIC 2018 , 2018UnspecifiedFree
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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
Xintao Wang, Jinjin Gu, Chao Dong, Xiaoou Tang, Ke Yu, Chen Change Loy, Yu Qiao, Shixiang Wu, Yihao Liu , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018MultipleFree
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ASAGA: Asynchronous Parallel SAGA
Simon Lacoste-Julien, Rémi Leblond, Fabian Pedregosa , Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017 , 2016ScalaFree
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U-Net: Convolutional Networks for Biomedical Image Segmentation
Philipp Fischer, Olaf Ronneberger, Thomas Brox , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2015MultipleFree
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StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
Shaoting Zhang, Han Zhang, Xiaogang Wang, Tao Xu, Xiaolei Huang, Dimitris Metaxas, Hongsheng Li , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2017MultipleFree
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Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks
Thomas A. Ciarfuglia, Gabriele Costante, Michele Mancini, Paolo Valigi , IEEE International Conference on Intelligent Robots and Systems , 2016MultipleFree
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Parse Geometry from a Line: Monocular Depth Estimation with Partial Laser Observation
Lichao Huang, Sarath Kodagoda, Yue Wang, Yinan Yu, Yong Liu, Yiyi Liao , Proceedings - IEEE International Conference on Robotics and Automation , 2016MultipleFree
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Few-Shot Learning with Graph Neural Networks
Victor Garcia, Joan Bruna , 6th International Conference on Learning Representations, ICLR 2018 - Conference Track Proceedings , 2017MultipleFree
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SFV: Reinforcement Learning of Physical Skills from Videos
Angjoo Kanazawa, Sergey Levine, Jitendra Malik, Xue Bin Peng, Pieter Abbeel , SIGGRAPH Asia 2018 Technical Papers, SIGGRAPH Asia 2018 , 2018PythonFree
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One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling
Ciprian Chelba, Tomas Mikolov, Tony Robinson, Phillipp Koehn, Thorsten Brants, Qi Ge, Mike Schuster , Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH , 2013MultipleFree
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Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task
Josef Michalek, Josef Psutka, Jan Vanek , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2018PythonFree
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Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture
Krisztian Buza, Zoltán Vidnyánszky, Regina Meszlényi , Frontiers in Neuroinformatics , 2017PythonFree
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Network In Network
Min Lin, Shuicheng Yan, Qiang Chen , Neural Computing and Applications , 2013MultipleFree
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Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
Janez Demsar, Alessio Benavoli, Giorgio Corani, Marco Zaffalon , Journal of Machine Learning Research , 2016Jupyter NotebookFree
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Trust Region Policy Optimization
Sergey Levine, Philipp Moritz, Michael I. Jordan, John Schulman, Pieter Abbeel , Advances in Neural Information Processing Systems , 2015MultipleFree
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Global Vectors for Node Representations
Adrien Guille, Robin Brochier, Julien Velcin , The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019 , 2019Jupyter NotebookFree
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Understanding Convolution for Semantic Segmentation
Panqu Wang, Ye Yuan, Garrison Cottrell, Ding Liu, Xiaodi Hou, Pengfei Chen, Zehua Huang , Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018 , 2017MultipleFree
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Inferring network connectivity from event timing patterns
Jose Casadiego, Marc Timme, Dimitra Maoutsa , Physical Review Letters , 2018PythonFree
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Unifying Registration based Tracking: A Case Study with Structural Similarity
Martin Jagersand, Mennatullah Siam, Abhineet Singh , Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017 , 2016C++Free
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SOL: A Library for Scalable Online Learning Algorithms
Jing Lu, Doyen Sahoo, Yue Wu, Nenghai Yu, Steven C. H. Hoi, Chenghao Liu , Neurocomputing , 2016TerraFree
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Fast Nonparametric Conditional Density Estimation
Michael P. Holmes, Charles Lee Isbell, Alexander G. Gray , Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007 , 2012Jupyter NotebookFree
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GuacaMol: Benchmarking Models for De Novo Molecular Design
Nathan Brown, Marco Fiscato, Marwin H. S. Segler, Alain C. Vaucher , Journal of Chemical Information and Modeling , 2018MultipleFree
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Identity Mappings in Deep Residual Networks
Xiangyu Zhang, Shaoqing Ren, Kaiming He, Jian Sun , Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition , 2016MultipleFree
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Deep Biaffine Attention for Neural Dependency Parsing
Timothy Dozat, Christopher D. Manning , 5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings , 2016MultipleFree
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Beyond Correlation: A Path-Invariant Measure for Seismogram Similarity
William Junek, Brett Borghetti, Richard Martin, Joshua Dickey , Seismological Research Letters , 2019Jupyter NotebookFree
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Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues
Cristina Palmero, Mohammad Ali Bagheri, Sergio Escalera, Javier Selva , British Machine Vision Conference 2018, BMVC 2018 , 2018MultipleFree
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