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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau, Loic Barrault, Douwe Kiela, Antoine Bordes, Holger Schwenk , EMNLP 2017 9 , 2017MultipleFree
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Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, Alexandra Birch , ACL 2016 8 , 2015MultipleFree
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Context-aware Captions from Context-agnostic Supervision
Kevin Murphy, Devi Parikh, Samy Bengio, Ramakrishna Vedantam, Gal Chechik , CVPR 2017 7 , 2017PythonFree
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Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
Tomas Mikolov, Piotr Bojanowski, Armand Joulin, Herve Jegou, Edouard Grave , EMNLP 2018 10 , 2018MultipleFree
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Learning to Write with Cooperative Discriminators
David Golub, Antoine Bosselut, Ari Holtzman, Yejin Choi, Jan Buys, Maxwell Forbes , ACL 2018 7 , 2018MultipleFree
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Learning both Weights and Connections for Efficient Neural Networks
Jeff Pool, Song Han, William J. Dally, John Tran , NeurIPS 2015 , 2015MultipleFree
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Word Translation Without Parallel Data
Alexis Conneau, Marc'Aurelio Ranzato, Guillaume Lample, Hervé Jégou, Ludovic Denoyer , ICLR 2018 1 , 2017MultipleFree
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Reading Wikipedia to Answer Open-Domain Questions
Antoine Bordes, Adam Fisch, Danqi Chen, Jason Weston , ACL 2017 7 , 2017MultipleFree
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Deep learning with Elastic Averaging SGD
Sixin Zhang, Yann LeCun, Anna Choromanska , NeurIPS 2015 12 , 2014MultipleFree
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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 , 2016MultipleFree
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Densely Connected Convolutional Networks
Zhuang Liu, Kilian Q. Weinberger, Laurens van der Maaten, Gao Huang , CVPR 2017 7 , 2016MultipleFree
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Inductive Representation Learning on Large Graphs
William L. Hamilton, Jure Leskovec, Rex Ying , NeurIPS 2017 12 , 2017MultipleFree
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Deep Residual Learning for Image Recognition
Xiangyu Zhang, Jian Sun, Kaiming He, Shaoqing Ren , CVPR 2016 6 , 2015MultipleFree
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Natural Language Inference over Interaction Space
Yichen Gong, Jian Zhang, Heng Luo , ICLR 2018 1 , 2017MultipleFree
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Targeted Syntactic Evaluation of Language Models
Tal Linzen, Rebecca Marvin , EMNLP 2018 10 , 2018MultipleFree
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Adding Semantic Relations to a Large-Coverage Connective Lexicon of German
Manfred Stede, Tatjana Scheffler , LREC 2016 5 , 2016XSLTFree
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Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis
Victor Lempitsky, Andrea Vedaldi, Dmitry Ulyanov , CVPR 2017 7 , 2017LuaFree
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Implicit Quantile Networks for Distributional Reinforcement Learning
David Silver, Georg Ostrovski, Rémi Munos, Will Dabney , ICML 2018 7 , 2018MultipleFree
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InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations
Yunzhu Li, Jiaming Song, Stefano Ermon , NeurIPS 2017 12 , 2017MultipleFree
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Quasi-hyperbolic momentum and Adam for deep learning
Jerry Ma, Denis Yarats , ICLR 2019 5 , 2018MultipleFree
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Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets
Xavier Bouthillier, Pascal Vincent, Alexandre de Brébisson , NeurIPS 2015 12 , 2014C++Free
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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 , 2018PythonFree
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CASENet: Deep Category-Aware Semantic Edge Detection
Chen Feng, Ming-Yu Liu, Srikumar Ramalingam, Zhiding Yu , CVPR 2017 7 , 2017MultipleFree
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Large-Scale Study of Curiosity-Driven Learning
Trevor Darrell, Alexei A. Efros, Amos Storkey, Harri Edwards, Deepak Pathak, Yuri Burda , ICLR 2019 5 , 2018MultipleFree
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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 , 2017MultipleFree
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Sequence to Sequence Learning with Neural Networks
Ilya Sutskever, Oriol Vinyals, Quoc V. Le , NeurIPS 2014 12 , 2014MultipleFree
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DeepBach: a Steerable Model for Bach Chorales Generation
Frank Nielsen, François Pachet, Gaëtan Hadjeres , ICML 2017 8 , 2016MultipleFree
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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 , 2019MultipleFree
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Low-shot learning with large-scale diffusion
Hervé Jégou, Matthijs Douze, Arthur Szlam, Bharath Hariharan , CVPR 2018 6 , 2017PythonFree
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Cross Modal Distillation for Supervision Transfer
Jitendra Malik, Saurabh Gupta, Judy Hoffman , CVPR 2016 6 , 2015PythonFree
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Hierarchical Attentive Recurrent Tracking
Alex Bewley, Ingmar Posner, Adam R. Kosiorek , NeurIPS 2017 12 , 2017PythonFree
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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 , 2017MultipleFree
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Recurrent Neural Network Grammars
Miguel Ballesteros, Adhiguna Kuncoro, Noah A. Smith, Chris Dyer , NAACL 2016 6 , 2016MultipleFree
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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 , 2015PythonFree
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A data-driven approach to predict the success of bank telemarketing
Paulo Cortez, Sérgio Moro, Paulo Rita , Decision Support Systems 2014 6 , 2014Jupyter NotebookFree
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Ancestral Causal Inference
Joris M. Mooij, Sara Magliacane, Tom Claassen , NeurIPS 2016 12 , 2016RFree
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Neural Arithmetic Logic Units
Felix Hill, Scott Reed, Andrew Trask, Chris Dyer, Phil Blunsom, Jack Rae , NeurIPS 2018 12 , 2018MultipleFree
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Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks
Stamatios Lefkimmiatis, Filippos Kokkinos , ECCV 2018 9 , 2018PythonFree
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Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure
Alberto Bietti, Julien Mairal , NeurIPS 2017 , 2016C++Free
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PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
Svetlana Lazebnik, Arun Mallya , CVPR 2018 6 , 2017PythonFree
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Self-Normalizing Neural Networks
Thomas Unterthiner, Günter Klambauer, Andreas Mayr, Sepp Hochreiter , NeurIPS 2017 12 , 2017MultipleFree
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Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
Jifeng Wang, Le Hui, Jian Yang, Xiang Li , CVPR 2018 6 , 2017PythonFree
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Cascade R-CNN: Delving into High Quality Object Detection
Nuno Vasconcelos, Zhaowei Cai , CVPR 2018 6 , 2017MultipleFree
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RobustFill: Neural Program Learning under Noisy I/O
Rishabh Singh, Jonathan Uesato, Abdel-rahman Mohamed, Surya Bhupatiraju, Jacob Devlin, Pushmeet Kohli , ICML 2017 8 , 2017MultipleFree
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Data Programming: Creating Large Training Sets, Quickly
Sen Wu, Daniel Selsam, Christopher De Sa, Christopher Ré, Alexander Ratner , NeurIPS 2016 12 , 2016MultipleFree
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Decorrelated Batch Normalization
Lei Huang, Dawei Yang, Jia Deng, Bo Lang , CVPR 2018 6 , 2018MultipleFree
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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 , 2017LuaFree
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You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle
Yiping Lu, Tianyuan Zhang, Bin Dong, Zhanxing Zhu, Dinghuai Zhang , NeurIPS 2019 12 , 2019PythonFree
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Pyramid Scene Parsing Network
Jianping Shi, Hengshuang Zhao, Jiaya Jia, Xiaojuan Qi, Xiaogang Wang , CVPR 2017 7 , 2016MultipleFree
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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 , 2017MultipleFree
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Self-critical Sequence Training for Image Captioning
Youssef Mroueh, Jarret Ross, Etienne Marcheret, Vaibhava Goel, Steven J. Rennie , CVPR 2017 7 , 2016MultipleFree
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Deep Convolutional Inverse Graphics Network
Tejas D. Kulkarni, Joshua B. Tenenbaum, Pushmeet Kohli, Will Whitney , NeurIPS 2015 12 , 2015MultipleFree
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Improved Training of Wasserstein GANs
Martin Arjovsky, Ishaan Gulrajani, Vincent Dumoulin, Aaron Courville, Faruk Ahmed , NeurIPS 2017 12 , 2017MultipleFree
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Efficient parametrization of multi-domain deep neural networks
Andrea Vedaldi, Sylvestre-Alvise Rebuffi, Hakan Bilen , CVPR 2018 6 , 2018PythonFree
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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 , 2008C++Free
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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 , 2017MultipleFree
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DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
Hao Zhang, Zili Yi, Ping Tan, Minglun Gong , ICCV 2017 10 , 2017MultipleFree
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Generating Images with Perceptual Similarity Metrics based on Deep Networks
Alexey Dosovitskiy, Thomas Brox , NeurIPS 2016 12 , 2016MultipleFree
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A Silver Standard Corpus of Human Phenotype-Gene Relations
Andre Lamurias, Diana Sousa, Francisco M. Couto , NAACL 2019 6 , 2019PythonFree
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Finding Tiny Faces
Deva Ramanan, Peiyun Hu , CVPR 2017 7 , 2016MultipleFree
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Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, Pierre Vandergheynst , NeurIPS 2016 12 , 2016MultipleFree
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Self-Attention Generative Adversarial Networks
Ian Goodfellow, Han Zhang, Dimitris Metaxas, Augustus Odena , arXiv 2018 5 , 2018MultipleFree
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Deep Residual Learning for Weakly-Supervised Relation Extraction
Yi Yao Huang, William Yang Wang , EMNLP 2017 9 , 2017PythonFree
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Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering
Nicholas D. Sidiropoulos, Mingyi Hong, Bo Yang, Xiao Fu , ICML 2017 8 , 2016MultipleFree
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Feature Pyramid Networks for Object Detection
Serge Belongie, Ross Girshick, Tsung-Yi Lin, Piotr Dollár, Kaiming He, Bharath Hariharan , CVPR 2017 7 , 2016MultipleFree
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R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jian Sun, Yi Li, Kaiming He, Jifeng Dai , NeurIPS 2016 12 , 2016MultipleFree
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ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech
Kainan Peng, Wei Ping, Jitong Chen , ICLR 2019 5 , 2018MultipleFree
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The streaming rollout of deep networks – towards fully model-parallel execution
Thomas Pfeil, Volker Fischer, Jan Köhler , NeurIPS 2018 12 , 2018PythonFree
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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 , 2018LuaFree
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ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing
Anne Lauscher, Kai Eckert, Goran Glava{\v{s}} , WS 2018 11 , 2018PythonFree
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Fully Convolutional Networks for Semantic Segmentation
Trevor Darrell, Jonathan Long, Evan Shelhamer , CVPR 2015 6 , 2014MultipleFree
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Isolating Sources of Disentanglement in Variational Autoencoders
Xuechen Li, David Duvenaud, Roger Grosse, Ricky T. Q. Chen , NeurIPS 2018 12 , 2018MultipleFree
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A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation
Yoshua Bengio, Kyunghyun Cho, Junyoung Chung , ACL 2016 8 , 2016MultipleFree
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Image-to-Image Translation with Conditional Adversarial Networks
Jun-Yan Zhu, Phillip Isola, Alexei A. Efros, Tinghui Zhou , CVPR 2017 7 , 2016MultipleFree
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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 , 2017C++Free
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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 , 2015MultipleFree
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Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach
Pritish Sahu, Behnam Gholami, Vladimir Pavlovic, Minyoung Kim , CVPR 2019 6 , 2019PythonFree
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GAP Safe Screening Rules for Sparse-Group Lasso
Joseph Salmon, Eugene Ndiaye, Olivier Fercoq, Alexandre Gramfort , NeurIPS 2016 12 , 2016PythonFree
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End-To-End Memory Networks
Rob Fergus, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston , NeurIPS 2015 12 , 2015MultipleFree
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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 , 2019PythonFree
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Dataset for a Neural Natural Language Interface for Databases (NNLIDB)
Traian Rebedea, Ionel Hosu, Florin Brad, Radu Iacob , IJCNLP 2017 11 , 2017MultipleFree
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Adversarial Learning for Neural Dialogue Generation
Alan Ritter, Sébastien Jean, Tianlin Shi, Dan Jurafsky, Will Monroe, Jiwei Li , EMNLP 2017 9 , 2017MultipleFree
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Simple Baselines for Human Pose Estimation and Tracking
Bin Xiao, Haiping Wu, Yichen Wei , ECCV 2018 9 , 2018MultipleFree
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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 , 2015MultipleFree
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Non-Adversarial Unsupervised Word Translation
Lior Wolf, Yedid Hoshen , EMNLP 2018 10 , 2018MultipleFree
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CogNet: A Large-Scale Cognate Database
Gabor Bella, Khuyagbaatar Batsuren, Fausto Giunchiglia , ACL 2019 7 , 2019LuaFree
-
TuckER: Tensor Factorization for Knowledge Graph Completion
Timothy M. Hospedales, Ivana Balažević, Carl Allen , IJCNLP 2019 11 , 2019MultipleFree
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Massive Exploration of Neural Machine Translation Architectures
Quoc Le, Minh-Thang Luong, Denny Britz, Anna Goldie , EMNLP 2017 9 , 2017MultipleFree
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VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
Yin Zhou, Oncel Tuzel , CVPR 2018 6 , 2017MultipleFree
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MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
Lorenzo Bertoni, Alexandre Alahi, Sven Kreiss , ICCV 2019 10 , 2019PythonFree
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BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs
Mathieu Cliche , SEMEVAL 2017 8 , 2017MultipleFree
-
Convolutional Neural Networks for Sentence Classification
Yoon Kim , EMNLP 2014 10 , 2014MultipleFree
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Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks
Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor , ICCV 2019 10 , 2018PythonFree
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Single Shot Text Detector with Regional Attention
Weilin Huang, Xiaolin Li, Pan He, Yu Qiao, Qile Zhu, Tong He , ICCV 2017 10 , 2017C++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 , 2018MultipleFree
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Deformable Convolutional Networks
Haozhi Qi, Yi Li, Jifeng Dai, Yichen Wei, Yuwen Xiong, Guodong Zhang, Han Hu , ICCV 2017 10 , 2017MultipleFree
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Pointer Networks
Meire Fortunato, Oriol Vinyals, Navdeep Jaitly , NeurIPS 2015 12 , 2015MultipleFree
-
Cross-View Image Synthesis using Conditional GANs
Ali Borji, Krishna Regmi , CVPR 2018 6 , 2018LuaFree
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Deep Photo Style Transfer
Sylvain Paris, Fujun Luan, Kavita Bala, Eli Shechtman , CVPR 2017 7 , 2017MultipleFree
-
Universal Language Model Fine-tuning for Text Classification
Jeremy Howard, Sebastian Ruder , ACL 2018 7 , 2018MultipleFree
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