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LCSTS: A Large Scale Chinese Short Text Summarization Dataset
Baotian Hu, Qingcai Chen, Fangze Zhu , EMNLP 2015 9 , 2015MultipleFree
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Convolutional Neural Networks (CNNs) for power system big data analysis
Hossein Salehfar, Prakash Ranganathan, Siby Jose Plathottam , 2017 North American Power Symposium (NAPS) 2017 9 , 2017Jupyter NotebookFree
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Structured Bayesian Pruning via Log-Normal Multiplicative Noise
Kirill Neklyudov, Dmitry Vetrov, Arsenii Ashukha, Dmitry Molchanov , NeurIPS 2017 12 , 2017MultipleFree
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Prototypical Networks for Few-shot Learning
Kevin Swersky, Richard S. Zemel, Jake Snell , NeurIPS 2017 12 , 2017MultipleFree
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Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections
Yu-Bin Yang, Xiao-Jiao Mao, Chunhua Shen , NeurIPS 2016 12 , 2016MATLABFree
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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
Jiashi Feng, Zhicheng Yan, Yunpeng Chen, Yannis Kalantidis, Shuicheng Yan, Haoqi Fan, Marcus Rohrbach, Bing Xu , ICCV 2019 10 , 2019MultipleFree
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ArtTrack: Articulated Multi-person Tracking in the Wild
Mykhaylo Andriluka, Bernt Schiele, Evgeny Levinkov, Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres , CVPR 2017 7 , 2016MultipleFree
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Adaptive Input Representations for Neural Language Modeling
Michael Auli, Alexei Baevski , ICLR 2019 5 , 2018MultipleFree
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Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors
Finale Doshi-Velez, Soumya Ghosh, Jiayu Yao , ICML 2018 7 , 2018Jupyter NotebookFree
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An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages
Denis Teslenko, Simone Paolo Ponzetto, Mikhail Chernoskutov, Dmitry Ustalov, Chris Biemann, Alexander Panchenko , LREC 2018 5 , 2018PythonFree
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Improving Generalization via Scalable Neighborhood Component Analysis
Stella X. Yu, Zhirong Wu, Alexei A. Efros , ECCV 2018 9 , 2018MultipleFree
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Commonsense for Generative Multi-Hop Question Answering Tasks
Lisa Bauer, Yicheng Wang, Mohit Bansal , EMNLP 2018 10 , 2018PythonFree
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End-to-End Differentiable Proving
Sebastian Riedel, Tim Rocktäschel , NeurIPS 2017 12 , 2017MultipleFree
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Bayesian Nonparametric Spectral Estimation
Felipe Tobar , NeurIPS 2018 12 , 2018Jupyter NotebookFree
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Transferring GANs: generating images from limited data
Luis Herranz, Abel Gonzalez-Garcia, Chenshen Wu, Joost van de Weijer, Yaxing Wang, Bogdan Raducanu , ECCV 2018 9 , 2018PythonFree
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Poisson-Gamma dynamical systems
Hanna Wallach, Aaron Schein, Mingyuan Zhou , NeurIPS 2016 12 , 2016Jupyter NotebookFree
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JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
Yizhe Zhang, Ricardo Henao, Lawrence Carin, Shuyang Dai, Guoyin Wang, Weiyao Wang, Yunchen Pu, Zhe Gan , ICML 2018 7 , 2018MultipleFree
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Automatic differentiation in ML: Where we are and where we should be going
Olivier Breuleux, Bart van Merriënboer, Arnaud Bergeron, Pascal Lamblin , NeurIPS 2018 12 , 2018PythonFree
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A Novel Deterministic Framework for Non-probabilistic Recommender Systems
Divya Madhav Kamath, Anitha C, Avinash Bhat , Emerging Technologies in Data Mining and Information Security, Proceedings of IEMIS 2018 2018 9 , 2018PythonFree
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Convolutional Sequence to Sequence Learning
Denis Yarats, Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin , ICML 2017 8 , 2017MultipleFree
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Informative Features for Model Comparison
Arthur Gretton, Heishiro Kanagawa, Wittawat Jitkrittum, James Hays, Patsorn Sangkloy, Bernhard Schölkopf , NeurIPS 2018 12 , 2018Jupyter NotebookFree
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Neural Models for Documents with Metadata
Noah A. Smith, Dallas Card, Chenhao Tan , ACL 2018 7 , 2017MultipleFree
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Frustum PointNets for 3D Object Detection from RGB-D Data
Leonidas J. Guibas, Charles R. Qi, Wei Liu, Hao Su, Chenxia Wu , CVPR 2018 6 , 2017MultipleFree
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IM2CAD
Hamid Izadinia, Steven M. Seitz, Qi Shan , CVPR 2017 7 , 2016PythonFree
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A-CNN: Annularly Convolutional Neural Networks on Point Clouds
Jing Hua, Artem Komarichev, Zichun Zhong , CVPR 2019 6 , 2019PythonFree
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Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction
Yi Wei, Wang Zhao, Jie Zhou, Jiwen Lu, Shaohui Liu , CVPR 2019 6 , 2019PythonFree
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Predictive Entropy Search for Efficient Global Optimization of Black-box Functions
José Miguel Hernández-Lobato, Matthew W. Hoffman, Zoubin Ghahramani , NeurIPS 2014 12 , 2014PythonFree
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Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Colin Raffel, Augustus Odena, Ian J. Goodfellow, Avital Oliver, Ekin D. Cubuk , NeurIPS 2018 12 , 2018MultipleFree
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Deep contextualized word representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Luke Zettlemoyer, Kenton Lee , NAACL 2018 6 , 2018MultipleFree
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Surprising Negative Results for Generative Adversarial Tree Search
Zachary C Lipton, Kamyar Azizzadenesheli, Weitang Liu, Animashree Anandkumar, Brandon Yang , ICLR 2019 5 , 2018MultipleFree
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LF-Net: Learning Local Features from Images
Pascal Fua, Kwang Moo Yi, Eduard Trulls, Yuki Ono , NeurIPS 2018 12 , 2018MultipleFree
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Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
Yen-Chun Chen, Mohit Bansal , ACL 2018 7 , 2018PythonFree
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DARTS: Differentiable Architecture Search
Hanxiao Liu, Karen Simonyan, Yiming Yang , ICLR 2019 5 , 2018MultipleFree
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MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks
Ariel Gordon, Bo Chen, Elad Eban, Ofir Nachum, Hao Wu, Edward Choi, Tien-Ju Yang , CVPR 2018 6 , 2017MultipleFree
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Semi-Supervised Neural System for Tagging, Parsing and Lematization
Alina Wr{\'o}blewska, Piotr Rybak , CONLL 2018 10 , 2018PythonFree
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InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
John Schulman, Ilya Sutskever, Pieter Abbeel, Rein Houthooft, Yan Duan, Xi Chen , NeurIPS 2016 12 , 2016MultipleFree
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OpenKE: An Open Toolkit for Knowledge Embedding
Xu Han, Juanzi Li, Zhiyuan Liu, Yankai Lin, Maosong Sun, Shulin Cao, Xin Lv , EMNLP 2018 11 , 2018PythonFree
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Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis
Chuan Li, Michael Wand , CVPR 2016 6 , 2016MultipleFree
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Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm
Dilin Wang, Qiang Liu , NeurIPS 2016 12 , 2016MultipleFree
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Unsupervised Morphology Learning with Statistical Paradigms
Hongzhi Xu, Mitchell Marcus, Charles Yang, Lyle Ungar , COLING 2018 8 , 2018PythonFree
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Acquisition of Phrase Correspondences using Natural Deduction Proofs
Koji Mineshima, Pascual Martinez-Gomez, Daisuke Bekki, Hitomi Yanaka , NAACL 2018 6 , 2018PythonFree
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Probabilistic Face Embeddings
Anil K. Jain, Yichun Shi , ICCV 2019 10 , 2019PythonFree
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Convolutional Neural Networks with Alternately Updated Clique
Tiancheng Shen, Zhouchen Lin, Zhisheng Zhong, Yibo Yang , CVPR 2018 6 , 2018MultipleFree
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Exploiting Cross-Sentence Context for Neural Machine Translation
Longyue Wang, Qun Liu, Andy Way, Zhaopeng Tu , EMNLP 2017 9 , 2017PythonFree
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
Konstantin Lopyrev, Percy Liang, Jian Zhang, Pranav Rajpurkar , EMNLP 2016 11 , 2016MultipleFree
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Music Transformer
Cheng-Zhi Anna Huang, Curtis Hawthorne, Ashish Vaswani, Jakob Uszkoreit, Matthew D. Hoffman, Douglas Eck, Andrew M. Dai, Noam Shazeer, Monica Dinculescu, Ian Simon , ICLR 2019 5 , 2018MultipleFree
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Convolutional Pose Machines
Varun Ramakrishna, Shih-En Wei, Takeo Kanade, Yaser Sheikh , CVPR 2016 6 , 2016MultipleFree
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Learning Word Relatedness over Time
Eytan Adar, Kira Radinsky, Guy D. Rosin , EMNLP 2017 9 , 2017PythonFree
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Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects
Yee Whye Teh, Ingmar Posner, Hyunjik Kim, Adam R. Kosiorek , NeurIPS 2018 12 , 2018Jupyter NotebookFree
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Repurposing Entailment for Multi-Hop Question Answering Tasks
Ashish Sabharwal, Heeyoung Kwon, Tushar Khot, Harsh Trivedi, Niranjan Balasubramanian , NAACL 2019 6 , 2019PythonFree
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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
Omer Levy, Mandar Joshi, Daniel S. Weld, Eunsol Choi, Luke Zettlemoyer , NAACL 2019 6 , 2018MultipleFree
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Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
Geoffrey Roeder, Will Grathwohl, Yuhuai Wu, David Duvenaud, Dami Choi , ICLR 2018 1 , 2017MultipleFree
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Towards Improving Neural Named Entity Recognition with Gazetteers
Jin-Ge Yao, Tianyu Liu, Chin-Yew Lin , ACL 2019 7 , 2019PythonFree
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Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data
Wei-Ning Hsu, Yu Zhang, James Glass , NeurIPS 2017 12 , 2017MultipleFree
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An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models
Christos Baziotis, Alexandros Potamianos, Alexandra Chronopoulou , NAACL 2019 6 , 2019PythonFree
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Effective LSTMs for Target-Dependent Sentiment Classification
Bing Qin, Duyu Tang, Xiaocheng Feng, Ting Liu , COLING 2016 12 , 2015MultipleFree
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Root Mean Square Layer Normalization
Rico Sennrich, Biao Zhang , NeurIPS 2019 12 , 2019PythonFree
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Automatic Mapping of French Discourse Connectives to PDTB Discourse Relations
Majid Laali, Leila Kosseim , WS 2017 8 , 2017TeXFree
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Effective Approaches to Attention-based Neural Machine Translation
Hieu Pham, Minh-Thang Luong, Christopher D. Manning , EMNLP 2015 9 , 2015MultipleFree
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Semi-supervised Sequence Learning
Andrew M. Dai, Quoc V. Le , NeurIPS 2015 12 , 2015MultipleFree
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Small steps and giant leaps: Minimal Newton solvers for Deep Learning
João F. Henriques, Samuel Albanie, Andrea Vedaldi, Sebastien Ehrhardt , ICLR 2019 5 , 2018MultipleFree
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Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression
Yew-Soon Ong, Haitao Liu, Jianfei Cai, Yi Wang , ICML 2018 7 , 2018MATLABFree
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Interaction Networks for Learning about Objects, Relations and Physics
Razvan Pascanu, Matthew Lai, Danilo Rezende, Peter W. Battaglia, Koray Kavukcuoglu , NeurIPS 2016 12 , 2016MultipleFree
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Critical initialisation for deep signal propagation in noisy rectifier neural networks
Elan Van Biljon, Arnu Pretorius, Herman Kamper, Steve Kroon , NeurIPS 2018 12 , 2018Jupyter NotebookFree
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Real-Time Seamless Single Shot 6D Object Pose Prediction
Sudipta N. Sinha, Bugra Tekin, Pascal Fua , CVPR 2018 6 , 2017MultipleFree
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Online Learning Rate Adaptation with Hypergradient Descent
Atilim Gunes Baydin, David Martinez Rubio, Mark Schmidt, Frank Wood, Robert Cornish , ICLR 2018 1 , 2017MultipleFree
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Multimodal Word Distributions
Ben Athiwaratkun, Andrew Gordon Wilson , ACL 2017 7 , 2017MultipleFree
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Evaluating Coherence in Dialogue Systems using Entailment
Ehsan Kamalloo, Nouha Dziri, Kory W. Mathewson, Osmar Zaiane , NAACL 2019 6 , 2019PythonFree
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Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
Ruslan Salakhutdinov, Zichao Yang, Taylor Berg-Kirkpatrick, Zhiting Hu , ICML 2017 8 , 2017MultipleFree
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Axiomatic Attribution for Deep Networks
Ankur Taly, Mukund Sundararajan, Qiqi Yan , ICML 2017 8 , 2017MultipleFree
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A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras, Timo Aila, Samuli Laine , CVPR 2019 6 , 2018MultipleFree
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GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
Xiang Ren, Jure Leskovec, Rex Ying, Jiaxuan You, William L. Hamilton , ICML 2018 7 , 2018MultipleFree
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Scalable Collapsed Inference for High-Dimensional Topic Models
Rashidul Islam, James Foulds , NAACL 2019 6 , 2019JuliaFree
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Explainable Prediction of Medical Codes from Clinical Text
Jimeng Sun, Jon Duke, Sarah Wiegreffe, James Mullenbach, Jacob Eisenstein , NAACL 2018 6 , 2018PythonFree
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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Devi Parikh, Michael Cogswell, Dhruv Batra, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Abhishek Das , ICCV 2017 10 , 2016MultipleFree
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Copy-and-Paste Networks for Deep Video Inpainting
Seoung Wug Oh, Seon Joo Kim, Sungho Lee, DaeYeun Won , ICCV 2019 10 , 2019PythonFree
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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Eduard Hovy, Xuezhe Ma , ACL 2016 8 , 2016MultipleFree
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A Neural Representation of Sketch Drawings
David Ha, Douglas Eck , ICLR 2018 1 , 2017MultipleFree
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CSGNet: Neural Shape Parser for Constructive Solid Geometry
Subhransu Maji, Evangelos Kalogerakis, Rishabh Goyal, Gopal Sharma, Difan Liu , CVPR 2018 6 , 2017PythonFree
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Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
Yanhong Zeng, Baining Guo, Jianlong Fu, Hongyang Chao , CVPR 2019 6 , 2019PythonFree
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UntrimmedNets for Weakly Supervised Action Recognition and Detection
Limin Wang, Luc Van Gool, Dahua Lin, Yuanjun Xiong , CVPR 2017 7 , 2017MultipleFree
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Learning Deep Features for Discriminative Localization
Antonio Torralba, Aude Oliva, Bolei Zhou, Agata Lapedriza, Aditya Khosla , CVPR 2016 6 , 2015MultipleFree
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Proximal Backpropagation
Thomas Möllenhoff, Daniel Cremers, Thomas Frerix, Michael Moeller , ICLR 2018 1 , 2017MultipleFree
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Optimizing Statistical Machine Translation for Text Simplification
Courtney Napoles, Chris Callison-Burch, Ellie Pavlick, Quanze Chen, Wei Xu , TACL 2016 1 , 2016RoffFree
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Representation Mapping: A Novel Approach to Generate High-Quality Multi-Lingual Emotion Lexicons
Sven Buechel, Udo Hahn , LREC 2018 5 , 2018PythonFree
-
Universal Transformers
Jakob Uszkoreit, Stephan Gouws, Mostafa Dehghani, Oriol Vinyals, Łukasz Kaiser , ICLR 2019 5 , 2018MultipleFree
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Eidos, INDRA, \& Delphi: From Free Text to Executable Causal Models
Mihai Surdeanu, Zheng Tang, Adarsh Pyarelal, Marco A. Valenzuela-Esc{\'a}rcega, Kobus Barnard, Clayton Morrison, Ajay Nagesh, Steven Bethard, Vikas Yadav, Egoitz Laparra, Heather Lent, Fan Luo, Benjamin Gyori, John Bachman, Keith Alcock, Mithun Paul, Rebecca Sharp , NAACL 2019 6 , 2019FortranFree
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Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
Ji Young Lee, Franck Dernoncourt , NAACL 2016 6 , 2016MultipleFree
-
Talking about other people: an endless range of possibilities
Emiel van Miltenburg, Piek Vossen, Desmond Elliott , WS 2018 11 , 2018PythonFree
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LocNet: Improving Localization Accuracy for Object Detection
Nikos Komodakis, Spyros Gidaris , CVPR 2016 6 , 2015MultipleFree
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Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction
Andrew Bennett, Valts Blukis, Max Shatkhin, Dipendra Misra, Yoav Artzi, Eyvind Niklasson , EMNLP 2018 10 , 2018MultipleFree
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Generalized Deep Image to Image Regression
Venkataraman Santhanam, Larry S. Davis, Vlad I. Morariu , CVPR 2017 7 , 2016PythonFree
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PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
Leonidas J. Guibas, Shilin Zhu, Kaichun Mo, Subarna Tripathi, Angel X. Chang, Hao Su, Li Yi , CVPR 2019 6 , 2018MultipleFree
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Differentially Private Federated Learning: A Client Level Perspective
Robin C. Geyer, Tassilo Klein, Moin Nabi , ICLR 2019 5 , 2017MultipleFree
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A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking
M. Saquib Sarfraz, Rainer Stiefelhagen, Arne Schumann, Andreas Eberle , CVPR 2018 6 , 2017MultipleFree
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Transfer Learning for Entity Recognition of Novel Classes
Adam Caldwell, Alex Liu, Juan Diego Rodriguez, er , COLING 2018 8 , 2018PythonFree
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Federated Multi-Task Learning
Ameet Talwalkar, Virginia Smith, Maziar Sanjabi, Chao-Kai Chiang , NeurIPS 2017 12 , 2017MatlabFree
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Deep Subspace Clustering Networks
Mathieu Salzmann, Pan Ji, Ian Reid, Tong Zhang, Hongdong Li , NeurIPS 2017 12 , 2017MultipleFree
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Generative Domain-Migration Hashing for Sketch-to-Image Retrieval
Heng Tao Shen, Jingyi Zhang, Luc Van Gool, Fumin Shen, Fan Zhu, Li Liu, Ling Shao, Mengyang Yu , ECCV 2018 9 , 2018PythonFree
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Deep One-Class Classification
Nico Goernitz, Robert Vandermeulen, Lukas Ruff, Lucas Deecke, Marius Kloft, Alexander Binder, Shoaib Ahmed Siddiqui, Emmanuel Müller , ICML 2018 7 , 2018PythonFree
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