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Science NestCategoriesComputer ScienceArtificial Intelligence
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Title Title
Date Date
  • BOHB: Robust and Efficient Hyperparameter Optimization at Scale

    Stefan Falkner, Aaron Klein, Frank Hutter , ICML 2018 7 ,  2018
    Multiple

    Free

  • Recurrent Memory Networks for Language Modeling

    Ke Tran, Arianna Bisazza, Christof Monz , NAACL 2016 6 ,  2016
    Jupyter Notebook

    Free

  • Rotation equivariant vector field networks

    Michele Volpi, Diego Marcos, Nikos Komodakis, Devis Tuia , ICCV 2017 10 ,  2016
    Multiple

    Free

  • ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

    Bing Xiang, Wenpeng Yin, Bowen Zhou, Hinrich Schütze , TACL 2016 1 ,  2015
    Multiple

    Free

  • Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

    Andrew Cunningham, Alejandro Acosta, Wenzhe Shi, Ferenc Huszar, Lucas Theis, Zehan Wang, Andrew Aitken, Johannes Totz, Christian Ledig, Jose Caballero, Alykhan Tejani , CVPR 2017 7 ,  2016
    Multiple

    Free

  • High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

    Ting-Chun Wang, Jun-Yan Zhu, Jan Kautz, Andrew Tao, Bryan Catanzaro, Ming-Yu Liu , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Learning Deep Representations of Fine-grained Visual Descriptions

    Zeynep Akata, Bernt Schiele, Scott Reed, Honglak Lee , CVPR 2016 6 ,  2016
    Multiple

    Free

  • Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

    Jun-Yan Zhu, Phillip Isola, Alexei A. Efros, Taesung Park , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Regularizing and Optimizing LSTM Language Models

    Richard Socher, Stephen Merity, Nitish Shirish Keskar , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Semi-Supervised Learning with Ladder Networks

    Mikko Honkala, Harri Valpola, Tapani Raiko, Antti Rasmus, Mathias Berglund , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Incorporating Glosses into Neural Word Sense Disambiguation

    Qiaolin Xia, Zhifang Sui, Baobao Chang, Fuli Luo, Tianyu Liu , ACL 2018 7 ,  2018
    Python

    Free

  • Variational Dropout Sparsifies Deep Neural Networks

    Dmitry Vetrov, Arsenii Ashukha, Dmitry Molchanov , ICML 2017 8 ,  2017
    Multiple

    Free

  • Discriminability objective for training descriptive captions

    Scott Cohen, Brian Price, Ruotian Luo, Gregory Shakhnarovich , CVPR 2018 6 ,  2018
    Multiple

    Free

  • Learning language through pictures

    Ákos Kádár, Grzegorz Chrupała, Afra Alishahi , IJCNLP 2015 7 ,  2015
    Python

    Free

  • Pyramid Feature Attention Network for Saliency detection

    Ting Zhao, Xiangqian Wu , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Show and Tell: A Neural Image Caption Generator

    Dumitru Erhan, Samy Bengio, Oriol Vinyals, Alexander Toshev , CVPR 2015 6 ,  2014
    Multiple

    Free

  • Identifying and attacking the saddle point problem in high-dimensional non-convex optimization

    Surya Ganguli, Razvan Pascanu, Yann Dauphin, Caglar Gulcehre, Yoshua Bengio, Kyunghyun Cho , NeurIPS 2014 12 ,  2014
    Multiple

    Free

  • PacGAN: The power of two samples in generative adversarial networks

    Zinan Lin, Sewoong Oh, Giulia Fanti, Ashish Khetan , NeurIPS 2018 12 ,  2017
    Multiple

    Free

  • Dual Discriminator Generative Adversarial Nets

    Hung Vu, Trung Le, Tu Dinh Nguyen, Dinh Phung , NeurIPS 2017 12 ,  2017
    Python

    Free

  • Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation

    Elad Richardson, Matan Sela, Ron Kimmel , ICCV 2017 10 ,  2017
    Matlab

    Free

  • Attention Is All You Need

    Lukasz Kaiser, Ashish Vaswani, Jakob Uszkoreit, Aidan N. Gomez, Llion Jones, Illia Polosukhin, Niki Parmar, Noam Shazeer , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning

    Pengda Qin, Weiran Xu, William Yang Wang , ACL 2018 7 ,  2018
    Multiple

    Free

  • DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis

    Pingbo Pan, Minfeng Zhu, Wei Chen, Yi Yang , CVPR 2019 6 ,  2019
    Python

    Free

  • Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge

    Peter Anderson, Xiaodong He, Anton van den Hengel, Damien Teney , CVPR 2018 6 ,  2017
    Multiple

    Free

  • A Call for Clarity in Reporting BLEU Scores

    Matt Post , WS 2018 10 ,  2018
    Python

    Free

  • Differentiable Compositional Kernel Learning for Gaussian Processes

    Wenyuan Zeng, Jiaman Li, Chaoqi Wang, Shengyang Sun, Roger Grosse, Guodong Zhang , ICML 2018 7 ,  2018
    Multiple

    Free

  • Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

    Alex Smola, Manzil Zaheer, Rajarshi Das, Luke Vilnis, Andrew McCallum, Akshay Krishnamurthy, Ishan Durugkar, Shehzaad Dhuliawala , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Towards the first adversarially robust neural network model on MNIST

    Jonas Rauber, Wieland Brendel, Lukas Schott, Matthias Bethge , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Bag of Tricks for Image Classification with Convolutional Neural Networks

    Zhi Zhang, Hang Zhang, Mu Li, Junyuan Xie, Zhongyue Zhang, Tong He , CVPR 2019 6 ,  2018
    Multiple

    Free

  • Commonly Uncommon: Semantic Sparsity in Situation Recognition

    Mark Yatskar, Ali Farhadi, Vicente Ordonez, Luke Zettlemoyer , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Stochastic Video Generation with a Learned Prior

    Rob Fergus, Emily Denton , ICML 2018 7 ,  2018
    Multiple

    Free

  • Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition

    Di Fu, Haiguang Wen, Kuan Han, Zhongming Liu, Yizhen Zhang, Eugenio Culurciello , NeurIPS 2018 12 ,  2018
    Python

    Free

  • Learning Transferable Architectures for Scalable Image Recognition

    Barret Zoph, Jonathon Shlens, Vijay Vasudevan, Quoc V. Le , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes

    Justin Lewis, Alexandros G. Dimakis, Matt Jordan , NeurIPS 2019 12 ,  2019
    Python

    Free

  • Learning Composition Models for Phrase Embeddings

    Mo Yu, Mark Dredze , TACL 2015 1 ,  2015
    C++

    Free

  • textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior

    Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze , ICLR 2019 5 ,  2018
    Python

    Free

  • Transfer Learning for Speech Recognition on a Budget

    Ilia Kurenkov, Andreas Krug, Sebastian Stober, Julius Kunze, Louis Kirsch, Jens Johannsmeier , WS 2017 8 ,  2017
    Python

    Free

  • Noisy Networks for Exploration

    Meire Fortunato, Bilal Piot, Olivier Pietquin, Ian Osband, Vlad Mnih, Alex Graves, Demis Hassabis, Shane Legg, Remi Munos, Charles Blundell, Jacob Menick, Mohammad Gheshlaghi Azar , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Lip Movements Generation at a Glance

    Chenliang Xu, Zhiyao Duan, Zhiheng Li, Ross K. Maddox, Lele Chen , ECCV 2018 9 ,  2018
    Python

    Free

  • Multimodal Grounding for Language Processing

    Lisa Beinborn, Teresa Botschen, Iryna Gurevych , COLING 2018 8 ,  2018
    Python

    Free

  • Spatial Transformer Networks

    Max Jaderberg, Koray Kavukcuoglu, Karen Simonyan, Andrew Zisserman , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Adversarial Audio Synthesis

    Miller Puckette, Chris Donahue, Julian McAuley , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Glow: Generative Flow with Invertible 1×1 Convolutions

    Diederik P. Kingma, Prafulla Dhariwal , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Conditional Image Synthesis With Auxiliary Classifier GANs

    Christopher Olah, Jonathon Shlens, Augustus Odena , ICML 2017 8 ,  2016
    Multiple

    Free

  • Geometry-Aware Neural Rendering

    OpenAI Robotics, Pieter Abbeel, Josh Tobin , NeurIPS 2019 12 ,  2019
    Python

    Free

  • StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

    Jung-Woo Ha, Munyoung Kim, Minje Choi, Yunjey Choi, Jaegul Choo, Sunghun Kim , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Simple Unsupervised Summarization by Contextual Matching

    Alexander M. Rush, Jiawei Zhou , ACL 2019 7 ,  2019
    Python

    Free

  • Adversarial training for multi-context joint entity and relation extraction

    Johannes Deleu, Chris Develder, Thomas Demeester, Giannis Bekoulis , EMNLP 2018 10 ,  2018
    Python

    Free

  • Learning to Understand Goal Specifications by Modelling Reward

    Felix Hill, Arian Hosseini, Edward Grefenstette, Dzmitry Bahdanau, Jan Leike, Edward Hughes, Pushmeet Kohli , ICLR 2019 5 ,  2018
    Jupyter Notebook

    Free

  • Straight to Shapes: Real-time Detection of Encoded Shapes

    Stuart Golodetz, Philip H. S. Torr, Michael Sapienza, Saumya Jetley , CVPR 2017 7 ,  2016
    C++

    Free

  • Bi-Directional Cascade Network for Perceptual Edge Detection

    Tiejun Huang, Yanhu Shan, Shiliang Zhang, Jianzhong He, Ming Yang , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Interpreting Neural Networks With Nearest Neighbors

    Shi Feng, Eric Wallace, Jordan Boyd-Graber , WS 2018 11 ,  2018
    Multiple

    Free

  • Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering

    Ikuya Yamada, Jordan Boyd-Graber, Eric Wallace, Shi Feng, Pedro Rodriguez , TACL 2019 3 ,  2018
    JavaScript

    Free

  • Neural Architectures for Named Entity Recognition

    Miguel Ballesteros, Chris Dyer, Sandeep Subramanian, Guillaume Lample, Kazuya Kawakami , NAACL 2016 6 ,  2016
    Multiple

    Free

  • CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training

    Houqiang Li, Dong Chen, Jianmin Bao, Fang Wen, Gang Hua , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Learning Human-Object Interactions by Graph Parsing Neural Networks

    Wenguan Wang, Song-Chun Zhu, Jianbing Shen, Siyuan Qi, Baoxiong Jia , ECCV 2018 9 ,  2018
    Python

    Free

  • Deep Hough Voting for 3D Object Detection in Point Clouds

    Or Litany, Leonidas J. Guibas, Charles R. Qi, Kaiming He , ICCV 2019 10 ,  2019
    Multiple

    Free

  • Unsupervised Multilingual Word Embeddings

    Claire Cardie, Xilun Chen , EMNLP 2018 10 ,  2018
    Multiple

    Free

  • Single Shot Scene Text Retrieval

    Andrés Mafla, Dimosthenis Karatzas, Marçal Rusiñol, Lluís Gómez , ECCV 2018 9 ,  2018
    Multiple

    Free

  • The Natural Language Decathlon: Multitask Learning as Question Answering

    Richard Socher, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Global optimization of Lipschitz functions

    Nicolas Vayatis, Cédric Malherbe , ICML 2017 8 ,  2017
    Multiple

    Free

  • Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

    Dmitry Baranchuk, Artem Babenko, Yury Malkov , ECCV 2018 9 ,  2018
    Multiple

    Free

  • You Only Look Once: Unified, Real-Time Object Detection

    Ross Girshick, Ali Farhadi, Santosh Divvala, Joseph Redmon , CVPR 2016 6 ,  2015
    Multiple

    Free

  • Xception: Deep Learning with Depthwise Separable Convolutions

    François Chollet , CVPR 2017 ,  2016
    Multiple

    Free

  • Graph Attention Networks

    Petar Veličković, Adriana Romero, Yoshua Bengio, Arantxa Casanova, Pietro Liò, Guillem Cucurull , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Dynamic Word Embeddings

    Robert Bamler, Stephan Mandt , ICML 2017 8 ,  2017
    Python

    Free

  • Spatial Memory for Context Reasoning in Object Detection

    Abhinav Gupta, Xinlei Chen , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Attention-over-Attention Neural Networks for Reading Comprehension

    Shijin Wang, Yiming Cui, Zhipeng Chen, Si Wei, Guoping Hu, Ting Liu , ACL 2017 7 ,  2016
    Multiple

    Free

  • Variational Wasserstein Clustering

    Yalin Wang, Xianfeng Gu, Wen Zhang, Liang Mi , ECCV 2018 9 ,  2018
    Multiple

    Free

  • Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation

    Yang Feng, Xilin Chen, Chenze Shao , EMNLP 2018 10 ,  2018
    Python

    Free

  • Weakly Supervised Instance Segmentation using Class Peak Response

    Jianbin Jiao, Yi Zhu, Qixiang Ye, Yanzhao Zhou, Qiang Qiu , CVPR 2018 6 ,  2018
    Multiple

    Free

  • Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance

    Stefano Ermon, Sang Michael Xie, Neal Jean , NeurIPS 2018 12 ,  2018
    Python

    Free

  • Explainable Neural Computation via Stack Neural Module Networks

    Trevor Darrell, Ronghang Hu, Kate Saenko, Jacob Andreas , ECCV 2018 9 ,  2018
    Python

    Free

  • A Span Selection Model for Semantic Role Labeling

    Yuji Matsumoto, Hiroki Ouchi, Hiroyuki Shindo , EMNLP 2018 10 ,  2018
    Multiple

    Free

  • Learning Joint Semantic Parsers from Disjoint Data

    Swabha Swayamdipta, Hao Peng, Noah A. Smith, Sam Thomson , NAACL 2018 6 ,  2018
    TeX

    Free

  • Collective Entity Disambiguation with Structured Gradient Tree Boosting

    Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman , NAACL 2018 6 ,  2018
    Python

    Free

  • Context Based Approach for Second Language Acquisition

    Arjun R. Rao, Nihal V. Nayak , WS 2018 6 ,  2018
    Multiple

    Free

  • Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

    Jonathan Herzig, Jonathan Berant , EMNLP 2018 10 ,  2018
    Scala

    Free

  • Rethinking the Inception Architecture for Computer Vision

    Jonathon Shlens, Sergey Ioffe, Zbigniew Wojna, Christian Szegedy, Vincent Vanhoucke , CVPR 2016 6 ,  2015
    Multiple

    Free

  • Multiway Attention Networks for Modeling Sentence Pairs

    Weifeng Lv, Chuanqi Tan, Wenhui Wang, Ming Zhou, Furu Wei , IJCAI 2018 7 ,  2018
    Python

    Free

  • Robust Discovery of Positive and Negative Rules in Knowledge-Bases

    Stefano Ortona, Paolo Papotti, Venkata Vamsikrishna Meduri , ICDE 2018 4 ,  2018
    Java

    Free

  • No More Discrimination: Cross City Adaptation of Road Scene Segmenters

    Min Sun, Yu-Chiang Frank Wang, Yi-Hsin Chen, Wei-Yu Chen, Bo-Cheng Tsai, Yu-Ting Chen , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo

    José Miguel Hernández-Lobato, Juan José Murillo-Fuentes, Marton Havasi , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor

    Tao Yu, Gerard Pons-Moll, Zerong Zheng, Qionghai Dai, Kaiwen Guo, Yebin Liu, Jianhui Zhao, Hao Li , CVPR 2018 6 ,  2018
    Python

    Free

  • Compressing the Input for CNNs with the First-Order Scattering Transform

    Eugene Belilovsky, Sergey Zagoruyko, Edouard Oyallon, Michal Valko , ECCV 2018 9 ,  2018
    Python

    Free

  • Automatic Inference of Sound Correspondence Patterns across Multiple Languages

    Johann-Mattis List , CL 2019 3 ,  2019
    Python

    Free

  • First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

    Shanxin Yuan, Guillermo Garcia-Hernando, Tae-Kyun Kim, Seungryul Baek , CVPR 2018 6 ,  2017
    Python

    Free

  • Rob-GAN: Generator, Discriminator, and Adversarial Attacker

    Xuanqing Liu, Cho-Jui Hsieh , CVPR 2019 6 ,  2018
    Multiple

    Free

  • Convolutional Image Captioning

    Alexander Schwing, Jyoti Aneja, Aditya Deshpande , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Illuminating Pedestrians via Simultaneous Detection & Segmentation

    Xiaoming Liu, Garrick Brazil, Xi Yin , ICCV 2017 10 ,  2017
    Matlab

    Free

  • Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

    Andrew Owens, Alexei A. Efros , ECCV 2018 9 ,  2018
    Python

    Free

  • Generating Sentences from a Continuous Space

    Samuel R. Bowman, Rafal Jozefowicz, Samy Bengio, Luke Vilnis, Andrew M. Dai, Oriol Vinyals , CONLL 2016 8 ,  2015
    Multiple

    Free

  • Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning

    Edoardo Conti, Joel Lehman, Jeff Clune, Kenneth O. Stanley, Vashisht Madhavan, Felipe Petroski Such , ICLR 2019 ,  2017
    Multiple

    Free

  • ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

    Felix A. Wichmann, Wieland Brendel, Matthias Bethge, Claudio Michaelis, Robert Geirhos, Patricia Rubisch , ICLR 2019 5 ,  2018
    Multiple

    Free

  • Learned in Translation: Contextualized Word Vectors

    Richard Socher, Bryan McCann, Caiming Xiong, James Bradbury , NeurIPS 2017 12 ,  2017
    Multiple

    Free

  • On Calibration of Modern Neural Networks

    Kilian Q. Weinberger, Chuan Guo, Geoff Pleiss, Yu Sun , ICML 2017 8 ,  2017
    Multiple

    Free

  • BRUNO: A Deep Recurrent Model for Exchangeable Data

    Jonas Degrave, Arthur Gretton, Joni Dambre, Yarin Gal, Ferenc Huszár, Iryna Korshunova , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

    Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Zero-Shot Semantic Parsing for Instructions

    Roi Reichart, Ofer Givoli , ACL 2019 7 ,  2019
    Java

    Free

  • Self-Attention with Relative Position Representations

    Ashish Vaswani, Peter Shaw, Jakob Uszkoreit , NAACL 2018 6 ,  2018
    Multiple

    Free

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