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Temporal Tessellation: A Unified Approach for Video Analysis
Lior Wolf, Gil Levi, Tal Hassner, Dotan Kaufman , ICCV 2017 10 , 2016PythonFree
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Class-Balanced Loss Based on Effective Number of Samples
Yin Cui, Serge Belongie, Yang Song, Tsung-Yi Lin, Menglin Jia , CVPR 2019 6 , 2019MultipleFree
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Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Xiangyu Zhang, Jian Sun, Kaiming He, Shaoqing Ren , ICCV 2015 12 , 2015MultipleFree
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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 , 2016MultipleFree
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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 , 2018MultipleFree
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Fast R-CNN
Ross Girshick , ICCV 2015 12 , 2015MultipleFree
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Replication issues in syntax-based aspect extraction for opinion mining
Yutaka Matsuo, Edison Marrese-Taylor , EACL 2017 4 , 2017PythonFree
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CogALex-V Shared Task: LexNET – Integrated Path-based and Distributional Method for the Identification of Semantic Relations
Vered Shwartz, Ido Dagan , WS 2016 12 , 2016PythonFree
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Kristina Toutanova, Ming-Wei Chang, Kenton Lee , NAACL 2019 6 , 2018MultipleFree
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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 , 2018MultipleFree
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A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects
James Glass, Yonatan Belinkov , WS 2016 12 , 2016PythonFree
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Coupled Ensembles of Neural Networks
Denis Pellerin, Anuvabh Dutt, Georges Quénot , ICLR 2018 1 , 2017MultipleFree
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Variational Neural Machine Translation
Jinsong Su, Min Zhang, Hong Duan, Deyi Xiong, Biao Zhang , EMNLP 2016 11 , 2016PythonFree
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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 , 2016MultipleFree
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Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians
Deva Ramanan, Peiyun Hu , CVPR 2016 6 , 2015MatlabFree
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Character Region Awareness for Text Detection
Hwalsuk Lee, Youngmin Baek, Sangdoo Yun, Bado Lee, Dongyoon Han , CVPR 2019 6 , 2019MultipleFree
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Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks
Samuel Albanie, Andrea Vedaldi, Li Shen, Gang Sun, Jie Hu , NeurIPS 2018 12 , 2018MultipleFree
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Top-down Tree Long Short-Term Memory Networks
Mirella Lapata, Xingxing Zhang, Liang Lu , NAACL 2016 6 , 2015LuaFree
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Estimating Mixture Models via Mixtures of Polynomials
Arun Tejasvi Chaganty, Sida I. Wang, Percy Liang , NeurIPS 2015 12 , 2016MultipleFree
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Learning Named Entity Tagger using Domain-Specific Dictionary
Liyuan Liu, Teng Ren, Xiang Ren, Xiaotao Gu, Jiawei Han, Jingbo Shang , EMNLP 2018 10 , 2018ChucKFree
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On-the-Job Learning with Bayesian Decision Theory
Keenon Werling, Arun Chaganty, Percy Liang, Chris Manning , NeurIPS 2015 12 , 2015JavaFree
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Grid R-CNN
Yuxin Yue, Quanquan Li, Buyu Li, Junjie Yan, Xin Lu , CVPR 2019 6 , 2018MultipleFree
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Gaussian Process Random Fields
Stuart J. Russell, David A. Moore , NeurIPS 2015 12 , 2015PythonFree
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Improved Network Robustness with Adversary Critic
Lap-Pui Chau, Alexander Matyasko , NeurIPS 2018 12 , 2018PythonFree
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Model compression via distillation and quantization
Dan Alistarh, Antonio Polino, Razvan Pascanu , ICLR 2018 1 , 2018MultipleFree
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BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Jingbo Wang, Nong Sang, Chao Peng, Changqian Yu, Gang Yu, Changxin Gao , ECCV 2018 9 , 2018MultipleFree
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Supervised Fitting of Geometric Primitives to 3D Point Clouds
Anastasia Dubrovina, Lingxiao Li, Leonidas Guibas, Minhyuk Sung, Li Yi , CVPR 2019 6 , 2018PythonFree
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Relation Networks for Object Detection
Zheng Zhang, Jifeng Dai, Yichen Wei, Jiayuan Gu, Han Hu , CVPR 2018 6 , 2017MultipleFree
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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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