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Science NestCategoriesComputer ScienceArtificial Intelligence
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Title Title
Date Date
  • Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

    Alexis Conneau, Loic Barrault, Douwe Kiela, Antoine Bordes, Holger Schwenk , EMNLP 2017 9 ,  2017
    Multiple

    Free

  • Neural Machine Translation of Rare Words with Subword Units

    Rico Sennrich, Barry Haddow, Alexandra Birch , ACL 2016 8 ,  2015
    Multiple

    Free

  • Context-aware Captions from Context-agnostic Supervision

    Kevin Murphy, Devi Parikh, Samy Bengio, Ramakrishna Vedantam, Gal Chechik , CVPR 2017 7 ,  2017
    Python

    Free

  • Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion

    Tomas Mikolov, Piotr Bojanowski, Armand Joulin, Herve Jegou, Edouard Grave , EMNLP 2018 10 ,  2018
    Multiple

    Free

  • Learning to Write with Cooperative Discriminators

    David Golub, Antoine Bosselut, Ari Holtzman, Yejin Choi, Jan Buys, Maxwell Forbes , ACL 2018 7 ,  2018
    Multiple

    Free

  • Learning both Weights and Connections for Efficient Neural Networks

    Jeff Pool, Song Han, William J. Dally, John Tran , NeurIPS 2015 ,  2015
    Multiple

    Free

  • Word Translation Without Parallel Data

    Alexis Conneau, Marc'Aurelio Ranzato, Guillaume Lample, Hervé Jégou, Ludovic Denoyer , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Reading Wikipedia to Answer Open-Domain Questions

    Antoine Bordes, Adam Fisch, Danqi Chen, Jason Weston , ACL 2017 7 ,  2017
    Multiple

    Free

  • Deep learning with Elastic Averaging SGD

    Sixin Zhang, Yann LeCun, Anna Choromanska , NeurIPS 2015 12 ,  2014
    Multiple

    Free

  • StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

    Hongsheng Li, Dimitris Metaxas, Shaoting Zhang, Tao Xu, Han Zhang, Xiaogang Wang, Xiaolei Huang , ICCV 2017 10 ,  2016
    Multiple

    Free

  • Densely Connected Convolutional Networks

    Zhuang Liu, Kilian Q. Weinberger, Laurens van der Maaten, Gao Huang , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Inductive Representation Learning on Large Graphs

    William L. Hamilton, Jure Leskovec, Rex Ying , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Deep Residual Learning for Image Recognition

    Xiangyu Zhang, Jian Sun, Kaiming He, Shaoqing Ren , CVPR 2016 6 ,  2015
    Multiple

    Free

  • Natural Language Inference over Interaction Space

    Yichen Gong, Jian Zhang, Heng Luo , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Targeted Syntactic Evaluation of Language Models

    Tal Linzen, Rebecca Marvin , EMNLP 2018 10 ,  2018
    Multiple

    Free

  • Adding Semantic Relations to a Large-Coverage Connective Lexicon of German

    Manfred Stede, Tatjana Scheffler , LREC 2016 5 ,  2016
    XSLT

    Free

  • Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis

    Victor Lempitsky, Andrea Vedaldi, Dmitry Ulyanov , CVPR 2017 7 ,  2017
    Lua

    Free

  • Implicit Quantile Networks for Distributional Reinforcement Learning

    David Silver, Georg Ostrovski, Rémi Munos, Will Dabney , ICML 2018 7 ,  2018
    Multiple

    Free

  • InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations

    Yunzhu Li, Jiaming Song, Stefano Ermon , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Quasi-hyperbolic momentum and Adam for deep learning

    Jerry Ma, Denis Yarats , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets

    Xavier Bouthillier, Pascal Vincent, Alexandre de Brébisson , NeurIPS 2015 12 ,  2014
    C++

    Free

  • Deep Neural Nets with Interpolating Function as Output Activation

    Zuoqiang Shi, Xiyang Luo, Stanley J. Osher, Bao Wang, Wei Zhu, Zhen Li , NeurIPS 2018 12 ,  2018
    Python

    Free

  • CASENet: Deep Category-Aware Semantic Edge Detection

    Chen Feng, Ming-Yu Liu, Srikumar Ramalingam, Zhiding Yu , CVPR 2017 7 ,  2017
    Multiple

    Free

  • Large-Scale Study of Curiosity-Driven Learning

    Trevor Darrell, Alexei A. Efros, Amos Storkey, Harri Edwards, Deepak Pathak, Yuri Burda , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

    Kavosh Asadi, Jason D. Williams, Geoffrey Zweig , ACL 2017 7 ,  2017
    Multiple

    Free

  • Sequence to Sequence Learning with Neural Networks

    Ilya Sutskever, Oriol Vinyals, Quoc V. Le , NeurIPS 2014 12 ,  2014
    Multiple

    Free

  • DeepBach: a Steerable Model for Bach Chorales Generation

    Frank Nielsen, François Pachet, Gaëtan Hadjeres , ICML 2017 8 ,  2016
    Multiple

    Free

  • MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis

    Thibault de Boissiere, Wei Zhen Teoh, Jose Sotelo, Aaron Courville, Rithesh Kumar, Yoshua Bengio, Lucas Gestin, Kundan Kumar, Alexandre de Brebisson , NeurIPS 2019 12 ,  2019
    Multiple

    Free

  • Low-shot learning with large-scale diffusion

    Hervé Jégou, Matthijs Douze, Arthur Szlam, Bharath Hariharan , CVPR 2018 6 ,  2017
    Python

    Free

  • Cross Modal Distillation for Supervision Transfer

    Jitendra Malik, Saurabh Gupta, Judy Hoffman , CVPR 2016 6 ,  2015
    Python

    Free

  • Hierarchical Attentive Recurrent Tracking

    Alex Bewley, Ingmar Posner, Adam R. Kosiorek , NeurIPS 2017 12 ,  2017
    Python

    Free

  • MegDet: A Large Mini-Batch Object Detector

    Tete Xiao, Zeming Li, Yuning Jiang, Kai Jia, Chao Peng, Jian Sun, Gang Yu, Xiangyu Zhang , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Recurrent Neural Network Grammars

    Miguel Ballesteros, Adhiguna Kuncoro, Noah A. Smith, Chris Dyer , NAACL 2016 6 ,  2016
    Multiple

    Free

  • Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning

    Laura Rimell, Ekaterina Vylomova, Trevor Cohn, Timothy Baldwin , ACL 2016 8 ,  2015
    Python

    Free

  • A data-driven approach to predict the success of bank telemarketing

    Paulo Cortez, Sérgio Moro, Paulo Rita , Decision Support Systems 2014 6 ,  2014
    Jupyter Notebook

    Free

  • Ancestral Causal Inference

    Joris M. Mooij, Sara Magliacane, Tom Claassen , NeurIPS 2016 12 ,  2016
    R

    Free

  • Neural Arithmetic Logic Units

    Felix Hill, Scott Reed, Andrew Trask, Chris Dyer, Phil Blunsom, Jack Rae , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks

    Stamatios Lefkimmiatis, Filippos Kokkinos , ECCV 2018 9 ,  2018
    Python

    Free

  • Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure

    Alberto Bietti, Julien Mairal , NeurIPS 2017 ,  2016
    C++

    Free

  • PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

    Svetlana Lazebnik, Arun Mallya , CVPR 2018 6 ,  2017
    Python

    Free

  • Self-Normalizing Neural Networks

    Thomas Unterthiner, Günter Klambauer, Andreas Mayr, Sepp Hochreiter , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal

    Jifeng Wang, Le Hui, Jian Yang, Xiang Li , CVPR 2018 6 ,  2017
    Python

    Free

  • Cascade R-CNN: Delving into High Quality Object Detection

    Nuno Vasconcelos, Zhaowei Cai , CVPR 2018 6 ,  2017
    Multiple

    Free

  • RobustFill: Neural Program Learning under Noisy I/O

    Rishabh Singh, Jonathan Uesato, Abdel-rahman Mohamed, Surya Bhupatiraju, Jacob Devlin, Pushmeet Kohli , ICML 2017 8 ,  2017
    Multiple

    Free

  • Data Programming: Creating Large Training Sets, Quickly

    Sen Wu, Daniel Selsam, Christopher De Sa, Christopher Ré, Alexander Ratner , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • Decorrelated Batch Normalization

    Lei Huang, Dawei Yang, Jia Deng, Bo Lang , CVPR 2018 6 ,  2018
    Multiple

    Free

  • Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification

    Shuangjie Xu, Yu Cheng, Yang Yang, Kang Gu, Pan Zhou, Shiyu Chang , ICCV 2017 10 ,  2017
    Lua

    Free

  • You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle

    Yiping Lu, Tianyuan Zhang, Bin Dong, Zhanxing Zhu, Dinghuai Zhang , NeurIPS 2019 12 ,  2019
    Python

    Free

  • Pyramid Scene Parsing Network

    Jianping Shi, Hengshuang Zhao, Jiaya Jia, Xiaojuan Qi, Xiaogang Wang , CVPR 2017 7 ,  2016
    Multiple

    Free

  • A simple neural network module for relational reasoning

    Timothy Lillicrap, Adam Santoro, Razvan Pascanu, David G. T. Barrett, David Raposo, Peter Battaglia, Mateusz Malinowski , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Self-critical Sequence Training for Image Captioning

    Youssef Mroueh, Jarret Ross, Etienne Marcheret, Vaibhava Goel, Steven J. Rennie , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Deep Convolutional Inverse Graphics Network

    Tejas D. Kulkarni, Joshua B. Tenenbaum, Pushmeet Kohli, Will Whitney , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Improved Training of Wasserstein GANs

    Martin Arjovsky, Ishaan Gulrajani, Vincent Dumoulin, Aaron Courville, Faruk Ahmed , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Efficient parametrization of multi-domain deep neural networks

    Andrea Vedaldi, Sylvestre-Alvise Rebuffi, Hakan Bilen , CVPR 2018 6 ,  2018
    Python

    Free

  • Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain

    C.L.Epstein, B.B.Avants, J.C.Gee, M.Grossman , Medical Image Analysis 2008 2 ,  2008
    C++

    Free

  • Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach

    Xingyi Zhou, Qixing Huang, Xiangyang Xue, Yichen Wei, Xiao Sun , ICCV 2017 10 ,  2017
    Multiple

    Free

  • DualGAN: Unsupervised Dual Learning for Image-to-Image Translation

    Hao Zhang, Zili Yi, Ping Tan, Minglun Gong , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Generating Images with Perceptual Similarity Metrics based on Deep Networks

    Alexey Dosovitskiy, Thomas Brox , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • A Silver Standard Corpus of Human Phenotype-Gene Relations

    Andre Lamurias, Diana Sousa, Francisco M. Couto , NAACL 2019 6 ,  2019
    Python

    Free

  • Finding Tiny Faces

    Deva Ramanan, Peiyun Hu , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

    Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • Self-Attention Generative Adversarial Networks

    Ian Goodfellow, Han Zhang, Dimitris Metaxas, Augustus Odena , arXiv 2018 5 ,  2018
    Multiple

    Free

  • Deep Residual Learning for Weakly-Supervised Relation Extraction

    Yi Yao Huang, William Yang Wang , EMNLP 2017 9 ,  2017
    Python

    Free

  • Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering

    Nicholas D. Sidiropoulos, Mingyi Hong, Bo Yang, Xiao Fu , ICML 2017 8 ,  2016
    Multiple

    Free

  • Feature Pyramid Networks for Object Detection

    Serge Belongie, Ross Girshick, Tsung-Yi Lin, Piotr Dollár, Kaiming He, Bharath Hariharan , CVPR 2017 7 ,  2016
    Multiple

    Free

  • R-FCN: Object Detection via Region-based Fully Convolutional Networks

    Jian Sun, Yi Li, Kaiming He, Jifeng Dai , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech

    Kainan Peng, Wei Ping, Jitong Chen , ICLR 2019 5 ,  2018
    Multiple

    Free

  • The streaming rollout of deep networks – towards fully model-parallel execution

    Thomas Pfeil, Volker Fischer, Jan Köhler , NeurIPS 2018 12 ,  2018
    Python

    Free

  • Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata

    Elena Simperl, Hady Elsahar, Lucie-Aimée Kaffee, Frédérique Laforest, Christophe Gravier, Pavlos Vougiouklis, Jonathon Hare , NAACL 2018 6 ,  2018
    Lua

    Free

  • ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing

    Anne Lauscher, Kai Eckert, Goran Glava{\v{s}} , WS 2018 11 ,  2018
    Python

    Free

  • Fully Convolutional Networks for Semantic Segmentation

    Trevor Darrell, Jonathan Long, Evan Shelhamer , CVPR 2015 6 ,  2014
    Multiple

    Free

  • Isolating Sources of Disentanglement in Variational Autoencoders

    Xuechen Li, David Duvenaud, Roger Grosse, Ricky T. Q. Chen , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation

    Yoshua Bengio, Kyunghyun Cho, Junyoung Chung , ACL 2016 8 ,  2016
    Multiple

    Free

  • Image-to-Image Translation with Conditional Adversarial Networks

    Jun-Yan Zhu, Phillip Isola, Alexei A. Efros, Tinghui Zhou , CVPR 2017 7 ,  2016
    Multiple

    Free

  • LightGBM: A Highly Efficient Gradient Boosting Decision Tree

    Thomas Finley, Qiwei Ye, Weidong Ma, Taifeng Wang, Guolin Ke, Wei Chen, Tie-Yan Liu, Qi Meng , NeurIPS 2017 12 ,  2017
    C++

    Free

  • The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems

    Nissan Pow, Joelle Pineau, Ryan Lowe, Iulian Serban , WS 2015 9 ,  2015
    Multiple

    Free

  • Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach

    Pritish Sahu, Behnam Gholami, Vladimir Pavlovic, Minyoung Kim , CVPR 2019 6 ,  2019
    Python

    Free

  • GAP Safe Screening Rules for Sparse-Group Lasso

    Joseph Salmon, Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort , NeurIPS 2016 12 ,  2016
    Python

    Free

  • End-To-End Memory Networks

    Rob Fergus, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Transfer and Exploration via the Information Bottleneck

    Matthew Botvinick, Hugo Larochelle, DJ Strouse, Anirudh Goyal, Zafarali Ahmed, Yoshua Bengio, Sergey Levine, Riashat Islam , ICLR 2019 5 ,  2019
    Python

    Free

  • Dataset for a Neural Natural Language Interface for Databases (NNLIDB)

    Traian Rebedea, Ionel Hosu, Florin Brad, Radu Iacob , IJCNLP 2017 11 ,  2017
    Multiple

    Free

  • Adversarial Learning for Neural Dialogue Generation

    Alan Ritter, Sébastien Jean, Tianlin Shi, Dan Jurafsky, Will Monroe, Jiwei Li , EMNLP 2017 9 ,  2017
    Multiple

    Free

  • Simple Baselines for Human Pose Estimation and Tracking

    Bin Xiao, Haiping Wu, Yichen Wei , ECCV 2018 9 ,  2018
    Multiple

    Free

  • Conditional Random Fields as Recurrent Neural Networks

    Sadeep Jayasumana, Zhizhong Su, Chang Huang, Vibhav Vineet, Bernardino Romera-Paredes, Philip H. S. Torr, Dalong Du, Shuai Zheng , ICCV 2015 12 ,  2015
    Multiple

    Free

  • Non-Adversarial Unsupervised Word Translation

    Lior Wolf, Yedid Hoshen , EMNLP 2018 10 ,  2018
    Multiple

    Free

  • CogNet: A Large-Scale Cognate Database

    Gabor Bella, Khuyagbaatar Batsuren, Fausto Giunchiglia , ACL 2019 7 ,  2019
    Lua

    Free

  • TuckER: Tensor Factorization for Knowledge Graph Completion

    Timothy M. Hospedales, Ivana Balažević, Carl Allen , IJCNLP 2019 11 ,  2019
    Multiple

    Free

  • Massive Exploration of Neural Machine Translation Architectures

    Quoc Le, Minh-Thang Luong, Denny Britz, Anna Goldie , EMNLP 2017 9 ,  2017
    Multiple

    Free

  • VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection

    Yin Zhou, Oncel Tuzel , CVPR 2018 6 ,  2017
    Multiple

    Free

  • MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation

    Lorenzo Bertoni, Alexandre Alahi, Sven Kreiss , ICCV 2019 10 ,  2019
    Python

    Free

  • BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs

    Mathieu Cliche , SEMEVAL 2017 8 ,  2017
    Multiple

    Free

  • Convolutional Neural Networks for Sentence Classification

    Yoon Kim , EMNLP 2014 10 ,  2014
    Multiple

    Free

  • Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks

    Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor , ICCV 2019 10 ,  2018
    Python

    Free

  • Single Shot Text Detector with Regional Attention

    Weilin Huang, Xiaolin Li, Pan He, Yu Qiao, Qile Zhu, Tong He , ICCV 2017 10 ,  2017
    C++

    Free

  • GAN Dissection: Visualizing and Understanding Generative Adversarial Networks

    Antonio Torralba, Bolei Zhou, Jun-Yan Zhu, Hendrik Strobelt, Joshua B. Tenenbaum, David Bau, William T. Freeman , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Deformable Convolutional Networks

    Haozhi Qi, Yi Li, Jifeng Dai, Yichen Wei, Yuwen Xiong, Guodong Zhang, Han Hu , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Pointer Networks

    Meire Fortunato, Oriol Vinyals, Navdeep Jaitly , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Cross-View Image Synthesis using Conditional GANs

    Ali Borji, Krishna Regmi , CVPR 2018 6 ,  2018
    Lua

    Free

  • Deep Photo Style Transfer

    Sylvain Paris, Fujun Luan, Kavita Bala, Eli Shechtman , CVPR 2017 7 ,  2017
    Multiple

    Free

  • Universal Language Model Fine-tuning for Text Classification

    Jeremy Howard, Sebastian Ruder , ACL 2018 7 ,  2018
    Multiple

    Free

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