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Science NestCategoriesComputer ScienceArtificial Intelligence
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Title Title
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  • Unsupervised Training for 3D Morphable Model Regression

    Daniel Vlasic, Aaron Maschinot, Aaron Sarna, Kyle Genova, Forrester Cole, William T. Freeman , CVPR 2018 6 ,  2018
    Python

    Free

  • Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling

    Prince Zizhuang Wang, William Yang Wang , NAACL 2019 6 ,  2019
    Python

    Free

  • Cold-Start Aware User and Product Attention for Sentiment Classification

    Jihyeok Kim, Reinald Kim Amplayo, Sua Sung, Seung-won Hwang , ACL 2018 7 ,  2018
    Python

    Free

  • Towards Binary-Valued Gates for Robust LSTM Training

    Fei Tian, Zhuohan Li, Wei Chen, Di He, Tie-Yan Liu, Liwei Wang, Tao Qin , ICML 2018 7 ,  2018
    Python

    Free

  • Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach

    Thuy-Trang Vu, Gholamreza Haffari , EMNLP 2018 10 ,  2018
    Python

    Free

  • Practical Bayesian Optimization of Machine Learning Algorithms

    Ryan P. Adams, Jasper Snoek, Hugo Larochelle , NeurIPS 2012 12 ,  2012
    Multiple

    Free

  • TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning

    Thomas Brox, Vladlen Koltun, Alexey Dosovitskiy, Artemij Amiranashvili , ICLR 2018 1 ,  2018
    Python

    Free

  • An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks

    Shuji Hao, Qianxiao Li , ICML 2018 7 ,  2018
    Multiple

    Free

  • Neural Network Language Modeling with Letter-based Features and Importance Sampling

    Hainan Xu, Daniel Povey, Sanjeev Khudanpur, Shiyin Kang, Yiming Wang, Jian Wang, Ke Li, Xie Chen , ICASSP 2018 4 ,  2018
    Shell

    Free

  • Multi-Task Bayesian Optimization

    Ryan P. Adams, Jasper Snoek, Kevin Swersky , NeurIPS 2013 12 ,  2013
    Python

    Free

  • Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning

    Zhanxing Zhu, Jianhong Wang, Yaodong Yang, Rui Luo, Jun Wang , NeurIPS 2018 12 ,  2017
    Python

    Free

  • Classical Structured Prediction Losses for Sequence to Sequence Learning

    Myle Ott, Michael Auli, Sergey Edunov, David Grangier, Marc'Aurelio Ranzato , NAACL 2018 6 ,  2017
    Python

    Free

  • Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design

    Dian Zhou, Xuan Zeng, Wenlong Lyu, Changhao Yan, Fan Yang , ICML 2018 7 ,  2018
    C++

    Free

  • Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms

    Yizhe Zhang, Ricardo Henao, Wenlin Wang, Lawrence Carin, Dinghan Shen, Guoyin Wang, Chunyuan Li, Qinliang Su, Martin Renqiang Min , ACL 2018 7 ,  2018
    Multiple

    Free

  • Analogical Reasoning on Chinese Morphological and Semantic Relations

    Wensi Li, Renfen Hu, Zhe Zhao, Shen Li, Xiaoyong Du, Tao Liu , ACL 2018 7 ,  2018
    Multiple

    Free

  • Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning

    Jinsoo Choi, Tae-Hyun Oh, Dong-Jin Kim, In So Kweon , CVPR 2019 6 ,  2019
    Lua

    Free

  • Found Graph Data and Planted Vertex Covers

    Jon Kleinberg, Austin R. Benson , NeurIPS 2018 12 ,  2018
    Julia

    Free

  • Dance Dance Convolution

    Zachary C. Lipton, Chris Donahue, Julian McAuley , ICML 2017 8 ,  2017
    Python

    Free

  • Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision

    Mohsen Joneidi, Nazanin Rahnavard, Mubarak Shah, Alireza Zaeemzadeh , CVPR 2019 6 ,  2018
    Python

    Free

  • AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

    Pengchuan Zhang, Tao Xu, Han Zhang, Xiaodong He, Qiuyuan Huang, Xiaolei Huang, Zhe Gan , CVPR 2018 6 ,  2017
    Multiple

    Free

  • Purely sequence-trained neural networks for ASR based on lattice-free MMI

    Daniel Povey, Daniel Galvez, Pegah Ghahrmani, Sanjeev Khudanpur, Xingyu Na, Yiming Wang, Vijayaditya Peddinti, Vimal Manohar , INTERSPEECH 2016 2016 9 ,  2016
    Shell

    Free

  • Banach Wasserstein GAN

    Jonas Adler, Sebastian Lunz , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

    Peter Anderson, Chris Buehler, Mark Johnson, Stephen Gould, Xiaodong He, Lei Zhang, Damien Teney , CVPR 2018 6 ,  2017
    Multiple

    Free

  • FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis

    Jakob Verbeek, Edmond Boyer, Nitika Verma , CVPR 2018 6 ,  2017
    Python

    Free

  • Deep Reinforcement Learning for Dialogue Generation

    Jianfeng Gao, Alan Ritter, Dan Jurafsky, Michel Galley, Will Monroe, Jiwei Li , EMNLP 2016 11 ,  2016
    Multiple

    Free

  • Deep High-Resolution Representation Learning for Human Pose Estimation

    Bin Xiao, Jingdong Wang, Ke Sun, Dong Liu , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Emergent Complexity via Multi-Agent Competition

    Szymon Sidor, Jakub Pachocki, Ilya Sutskever, Trapit Bansal, Igor Mordatch , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Towards Fast Computation of Certified Robustness for ReLU Networks

    Hongge Chen, Zhao Song, Huan Zhang, Cho-Jui Hsieh, Luca Daniel, Inderjit S. Dhillon, Tsui-Wei Weng, Duane Boning , ICML 2018 7 ,  2018
    Multiple

    Free

  • The Weighted Kendall and High-order Kernels for Permutations

    Jean-Philippe Vert, Yunlong Jiao , ICML 2018 7 ,  2018
    Multiple

    Free

  • Holistically-Nested Edge Detection

    Zhuowen Tu, Saining Xie , ICCV 2015 12 ,  2015
    Multiple

    Free

  • Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions

    Sjoerd van Steenkiste, Michael Chang, Klaus Greff, Jürgen Schmidhuber , ICLR 2018 1 ,  2018
    Python

    Free

  • NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

    Xi Victoria Lin, Michael D. Ernst, Chenglong Wang, Luke Zettlemoyer , LREC 2018 5 ,  2018
    Multiple

    Free

  • Self-ensembling for visual domain adaptation

    Geoffrey French, Mark Fisher, Michal Mackiewicz , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Image-to-Markup Generation with Coarse-to-Fine Attention

    Jeffrey Ling, Yuntian Deng, Anssi Kanervisto, Alexander M. Rush , ICML 2017 8 ,  2016
    Multiple

    Free

  • Grounded Textual Entailment

    Alberto Testoni, Marc Tanti, Hoa Trong Vu, Aliia Erofeeva, Somayeh Jafaritazehjan, Claudio Greco, Guido Linders, Albert Gatt, Raffaella Bernardi , COLING 2018 8 ,  2018
    Python

    Free

  • A Dataset for Building Code-Mixed Goal Oriented Conversation Systems

    Siddhartha Arora, Nikita Moghe, Suman Banerjee, Mitesh M. Khapra , COLING 2018 8 ,  2018
    Python

    Free

  • Compact Bilinear Pooling

    Ning Zhang, Yang Gao, Oscar Beijbom, Trevor Darrell , CVPR 2016 6 ,  2015
    Multiple

    Free

  • Masking: A New Perspective of Noisy Supervision

    Jiangchao Yao, Gang Niu, Ivor Tsang, Ya Zhang, Bo Han, Masashi Sugiyama, Mingyuan Zhou , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation

    Qiang Liu, Ziyang Tang, Dengyong Zhou, Lihong Li , NeurIPS 2018 12 ,  2018
    Python

    Free

  • XLNet: Generalized Autoregressive Pretraining for Language Understanding

    Zihang Dai, Zhilin Yang, Ruslan Salakhutdinov, Yiming Yang, Quoc V. Le, Jaime Carbonell , NeurIPS 2019 12 ,  2019
    Multiple

    Free

  • Adversarial Discriminative Domain Adaptation

    Trevor Darrell, Eric Tzeng, Judy Hoffman, Kate Saenko , CVPR 2017 7 ,  2017
    Multiple

    Free

  • Neural Message Passing for Quantum Chemistry

    George E. Dahl, Justin Gilmer, Patrick F. Riley, Oriol Vinyals, Samuel S. Schoenholz , ICML 2017 8 ,  2017
    Multiple

    Free

  • PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

    Kaichun Mo, Hao Su, Leonidas J. Guibas, Charles R. Qi , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

    Jian Sun, Ross Girshick, Kaiming He, Shaoqing Ren , NeurIPS 2015 12 ,  2015
    Multiple

    Free

  • Focal Loss for Dense Object Detection

    Priya Goyal, Ross Girshick, Tsung-Yi Lin, Piotr Dollár, Kaiming He , ICCV 2017 10 ,  2017
    Multiple

    Free

  • From Patches to Images: A Nonparametric Generative Model

    Erik B. Sudderth, Michael C. Hughes, Geng Ji , ICML 2017 8 ,  2017
    Python

    Free

  • YOLO9000: Better, Faster, Stronger

    Ali Farhadi, Joseph Redmon , CVPR 2017 7 ,  2016
    Multiple

    Free

  • Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

    Daniel Rueckert, Andrew P. Aitken, Wenzhe Shi, Zehan Wang, Johannes Totz, Rob Bishop, Ferenc Huszár, Jose Caballero , CVPR 2016 6 ,  2016
    Multiple

    Free

  • Parallel Streaming Wasserstein Barycenters

    Justin Solomon, Stefanie Jegelka, Matthew Staib, Sebastian Claici , NeurIPS 2017 12 ,  2017
    C++

    Free

  • Evaluation of Croatian Word Embeddings

    Slobodan Beliga, Lukas Svoboda , LREC 2018 5 ,  2017
    TeX

    Free

  • Task-based End-to-end Model Learning in Stochastic Optimization

    Priya L. Donti, J. Zico Kolter, Brandon Amos , NeurIPS 2017 12 ,  2017
    Python

    Free

  • Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

    Shuming Ma, Xuancheng Ren, Yang Yang, Xu Sun, Yi Zhang , COLING 2018 8 ,  2017
    Python

    Free

  • SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning

    Chang Liu, Dawn Song, Xiaojun Xu , ICLR 2018 1 ,  2017
    Multiple

    Free

  • FaceNet: A Unified Embedding for Face Recognition and Clustering

    Dmitry Kalenichenko, James Philbin, Florian Schroff , CVPR 2015 6 ,  2015
    Multiple

    Free

  • Noise-Aware Unsupervised Deep Lidar-Stereo Fusion

    Pan Ji, Yiran Zhong, Yuchao Dao, Hongdong Li, Xuelian Cheng , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Towards a Seamless Integration of Word Senses into Downstream NLP Applications

    Nigel Collier, Roberto Navigli, Jose Camacho-Collados, Mohammad Taher Pilehvar , ACL 2017 7 ,  2017
    Python

    Free

  • GamePad: A Learning Environment for Theorem Proving

    Ilya Sutskever, Daniel Huang, Dawn Song, Prafulla Dhariwal , ICLR 2019 5 ,  2018
    Coq

    Free

  • Mask R-CNN

    Piotr Dollár, Georgia Gkioxari, Ross Girshick, Kaiming He , ICCV 2017 10 ,  2017
    Multiple

    Free

  • Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features

    Arjun Mukherjee, Fan Yang, Eduard Dragut , EMNLP 2017 9 ,  2017
    Python

    Free

  • Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator

    Sushant Hiray, Venkatesh Duppada , WS 2017 9 ,  2017
    Jupyter Notebook

    Free

  • NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention

    Alexandros Potamianos, Nikos Athanasiou, Athanasia Kolovou, Georgios Paraskevopoulos, Christos Baziotis, Nikolaos Ellinas , SEMEVAL 2018 6 ,  2018
    Python

    Free

  • Improved Techniques for Training GANs

    Vicki Cheung, Wojciech Zaremba, Xi Chen, Ian Goodfellow, Alec Radford, Tim Salimans , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • HashNet: Deep Learning to Hash by Continuation

    Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu , ICCV 2017 10 ,  2017
    Jupyter Notebook

    Free

  • When Unsupervised Domain Adaptation Meets Tensor Representations

    Zhiguo Cao, Anton van den Hengel, Hao Lu, Wei Wei, Lei Zhang, Ke Xian, Chunhua Shen , ICCV 2017 10 ,  2017
    Matlab

    Free

  • Bayesian Optimization for Probabilistic Programs

    Tuan Anh Le, Michael A. Osborne, Jan-Willem van de Meent, Frank Wood, Tom Rainforth , NeurIPS 2016 12 ,  2017
    Multiple

    Free

  • Relaxed Quantization for Discretized Neural Networks

    Christos Louizos, Max Welling, Efstratios Gavves, Tijmen Blankevoort, Matthias Reisser , ICLR 2019 5 ,  2018
    Shell

    Free

  • RACE: Large-scale ReAding Comprehension Dataset From Examinations

    Guokun Lai, Yiming Yang, Eduard Hovy, Hanxiao Liu, Qizhe Xie , EMNLP 2017 9 ,  2017
    Multiple

    Free

  • Context encoders as a simple but powerful extension of word2vec

    Franziska Horn , WS 2017 8 ,  2017
    Python

    Free

  • Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm

    Anders Søgaard, Iyad Rahwan, Bjarke Felbo, Alan Mislove, Sune Lehmann , EMNLP 2017 9 ,  2017
    Multiple

    Free

  • Mapping Natural Language Commands to Web Elements

    Panupong Pasupat, Tian-Shun Jiang, Kelvin Guu, Evan Zheran Liu, Percy Liang , EMNLP 2018 10 ,  2018
    Python

    Free

  • Towards a quality metric for dense light fields

    Vamsi Kiran Adhikarla, Rafał K. Mantiuk, Piotr Didyk, Karol Myszkowski, Denis Sumin, Marek Vinkler, Hans-Peter Seidel , CVPR 2017 7 ,  2017
    MATLAB

    Free

  • Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation

    Wangmeng Zuo, Peihua Li, Hongliang Yan, Yukang Ding, Yong Xu, Qilong Wang , CVPR 2017 7 ,  2017
    C++

    Free

  • Temporal Tessellation: A Unified Approach for Video Analysis

    Lior Wolf, Gil Levi, Tal Hassner, Dotan Kaufman , ICCV 2017 10 ,  2016
    Python

    Free

  • Class-Balanced Loss Based on Effective Number of Samples

    Yin Cui, Serge Belongie, Yang Song, Tsung-Yi Lin, Menglin Jia , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

    Xiangyu Zhang, Jian Sun, Kaiming He, Shaoqing Ren , ICCV 2015 12 ,  2015
    Multiple

    Free

  • RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

    Jimeng Sun, Edward Choi, Walter F. Stewart, Mohammad Taha Bahadori, Andy Schuetz, Joshua A. Kulas , NeurIPS 2016 12 ,  2016
    Multiple

    Free

  • AMC: AutoML for Model Compression and Acceleration on Mobile Devices

    Song Han, Zhijian Liu, Ji Lin, Yihui He, Hanrui Wang, Li-Jia Li , ECCV 2018 9 ,  2018
    Multiple

    Free

  • Fast R-CNN

    Ross Girshick , ICCV 2015 12 ,  2015
    Multiple

    Free

  • Replication issues in syntax-based aspect extraction for opinion mining

    Yutaka Matsuo, Edison Marrese-Taylor , EACL 2017 4 ,  2017
    Python

    Free

  • CogALex-V Shared Task: LexNET – Integrated Path-based and Distributional Method for the Identification of Semantic Relations

    Vered Shwartz, Ido Dagan , WS 2016 12 ,  2016
    Python

    Free

  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

    Jacob Devlin, Kristina Toutanova, Ming-Wei Chang, Kenton Lee , NAACL 2019 6 ,  2018
    Multiple

    Free

  • HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments

    Behzad Golshan, Sara Evensen, Akari Asai, Andrei Lopatenko, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu, Alon Halevy, Vivian Li, Daniela Stepanov , LREC 2018 5 ,  2018
    Multiple

    Free

  • A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects

    James Glass, Yonatan Belinkov , WS 2016 12 ,  2016
    Python

    Free

  • Coupled Ensembles of Neural Networks

    Denis Pellerin, Anuvabh Dutt, Georges Quénot , ICLR 2018 1 ,  2017
    Multiple

    Free

  • Variational Neural Machine Translation

    Jinsong Su, Min Zhang, Hong Duan, Deyi Xiong, Biao Zhang , EMNLP 2016 11 ,  2016
    Python

    Free

  • Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

    Yonghui Wu, Jeffrey Dean, Melvin Johnson, Maxim Krikun, Nikhil Thorat, Fernanda Viégas, Mike Schuster, Quoc V. Le, Martin Wattenberg, Zhifeng Chen, Greg Corrado, Macduff Hughes , TACL 2017 1 ,  2016
    Multiple

    Free

  • Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians

    Deva Ramanan, Peiyun Hu , CVPR 2016 6 ,  2015
    Matlab

    Free

  • Character Region Awareness for Text Detection

    Hwalsuk Lee, Youngmin Baek, Sangdoo Yun, Bado Lee, Dongyoon Han , CVPR 2019 6 ,  2019
    Multiple

    Free

  • Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks

    Samuel Albanie, Andrea Vedaldi, Li Shen, Gang Sun, Jie Hu , NeurIPS 2018 12 ,  2018
    Multiple

    Free

  • Top-down Tree Long Short-Term Memory Networks

    Mirella Lapata, Xingxing Zhang, Liang Lu , NAACL 2016 6 ,  2015
    Lua

    Free

  • Estimating Mixture Models via Mixtures of Polynomials

    Arun Tejasvi Chaganty, Sida I. Wang, Percy Liang , NeurIPS 2015 12 ,  2016
    Multiple

    Free

  • Learning Named Entity Tagger using Domain-Specific Dictionary

    Liyuan Liu, Teng Ren, Xiang Ren, Xiaotao Gu, Jiawei Han, Jingbo Shang , EMNLP 2018 10 ,  2018
    ChucK

    Free

  • On-the-Job Learning with Bayesian Decision Theory

    Keenon Werling, Arun Chaganty, Percy Liang, Chris Manning , NeurIPS 2015 12 ,  2015
    Java

    Free

  • Grid R-CNN

    Yuxin Yue, Quanquan Li, Buyu Li, Junjie Yan, Xin Lu , CVPR 2019 6 ,  2018
    Multiple

    Free

  • Gaussian Process Random Fields

    Stuart J. Russell, David A. Moore , NeurIPS 2015 12 ,  2015
    Python

    Free

  • Improved Network Robustness with Adversary Critic

    Lap-Pui Chau, Alexander Matyasko , NeurIPS 2018 12 ,  2018
    Python

    Free

  • Model compression via distillation and quantization

    Dan Alistarh, Antonio Polino, Razvan Pascanu , ICLR 2018 1 ,  2018
    Multiple

    Free

  • BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

    Jingbo Wang, Nong Sang, Chao Peng, Changqian Yu, Gang Yu, Changxin Gao , ECCV 2018 9 ,  2018
    Multiple

    Free

  • Supervised Fitting of Geometric Primitives to 3D Point Clouds

    Anastasia Dubrovina, Lingxiao Li, Leonidas Guibas, Minhyuk Sung, Li Yi , CVPR 2019 6 ,  2018
    Python

    Free

  • Relation Networks for Object Detection

    Zheng Zhang, Jifeng Dai, Yichen Wei, Jiayuan Gu, Han Hu , CVPR 2018 6 ,  2017
    Multiple

    Free

123›»
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