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BOHB: Robust and Efficient Hyperparameter Optimization at Scale
Stefan Falkner, Aaron Klein, Frank Hutter , ICML 2018 7 , 2018MultipleFree
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Recurrent Memory Networks for Language Modeling
Ke Tran, Arianna Bisazza, Christof Monz , NAACL 2016 6 , 2016Jupyter NotebookFree
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Rotation equivariant vector field networks
Michele Volpi, Diego Marcos, Nikos Komodakis, Devis Tuia , ICCV 2017 10 , 2016MultipleFree
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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Bing Xiang, Wenpeng Yin, Bowen Zhou, Hinrich Schütze , TACL 2016 1 , 2015MultipleFree
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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 , 2016MultipleFree
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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 , 2017MultipleFree
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Learning Deep Representations of Fine-grained Visual Descriptions
Zeynep Akata, Bernt Schiele, Scott Reed, Honglak Lee , CVPR 2016 6 , 2016MultipleFree
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu, Phillip Isola, Alexei A. Efros, Taesung Park , ICCV 2017 10 , 2017MultipleFree
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Regularizing and Optimizing LSTM Language Models
Richard Socher, Stephen Merity, Nitish Shirish Keskar , ICLR 2018 1 , 2017MultipleFree
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Semi-Supervised Learning with Ladder Networks
Mikko Honkala, Harri Valpola, Tapani Raiko, Antti Rasmus, Mathias Berglund , NeurIPS 2015 12 , 2015MultipleFree
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Incorporating Glosses into Neural Word Sense Disambiguation
Qiaolin Xia, Zhifang Sui, Baobao Chang, Fuli Luo, Tianyu Liu , ACL 2018 7 , 2018PythonFree
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Variational Dropout Sparsifies Deep Neural Networks
Dmitry Vetrov, Arsenii Ashukha, Dmitry Molchanov , ICML 2017 8 , 2017MultipleFree
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Discriminability objective for training descriptive captions
Scott Cohen, Brian Price, Ruotian Luo, Gregory Shakhnarovich , CVPR 2018 6 , 2018MultipleFree
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Learning language through pictures
Ákos Kádár, Grzegorz Chrupała, Afra Alishahi , IJCNLP 2015 7 , 2015PythonFree
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Pyramid Feature Attention Network for Saliency detection
Ting Zhao, Xiangqian Wu , CVPR 2019 6 , 2019MultipleFree
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Show and Tell: A Neural Image Caption Generator
Dumitru Erhan, Samy Bengio, Oriol Vinyals, Alexander Toshev , CVPR 2015 6 , 2014MultipleFree
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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 , 2014MultipleFree
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PacGAN: The power of two samples in generative adversarial networks
Zinan Lin, Sewoong Oh, Giulia Fanti, Ashish Khetan , NeurIPS 2018 12 , 2017MultipleFree
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Dual Discriminator Generative Adversarial Nets
Hung Vu, Trung Le, Tu Dinh Nguyen, Dinh Phung , NeurIPS 2017 12 , 2017PythonFree
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Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation
Elad Richardson, Matan Sela, Ron Kimmel , ICCV 2017 10 , 2017MatlabFree
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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 , 2017MultipleFree
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Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
Pengda Qin, Weiran Xu, William Yang Wang , ACL 2018 7 , 2018MultipleFree
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DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis
Pingbo Pan, Minfeng Zhu, Wei Chen, Yi Yang , CVPR 2019 6 , 2019PythonFree
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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 , 2017MultipleFree
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A Call for Clarity in Reporting BLEU Scores
Matt Post , WS 2018 10 , 2018PythonFree
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Differentiable Compositional Kernel Learning for Gaussian Processes
Wenyuan Zeng, Jiaman Li, Chaoqi Wang, Shengyang Sun, Roger Grosse, Guodong Zhang , ICML 2018 7 , 2018MultipleFree
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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 , 2017MultipleFree
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Towards the first adversarially robust neural network model on MNIST
Jonas Rauber, Wieland Brendel, Lukas Schott, Matthias Bethge , ICLR 2019 5 , 2018MultipleFree
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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 , 2018MultipleFree
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Commonly Uncommon: Semantic Sparsity in Situation Recognition
Mark Yatskar, Ali Farhadi, Vicente Ordonez, Luke Zettlemoyer , CVPR 2017 7 , 2016MultipleFree
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Stochastic Video Generation with a Learned Prior
Rob Fergus, Emily Denton , ICML 2018 7 , 2018MultipleFree
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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 , 2018PythonFree
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Learning Transferable Architectures for Scalable Image Recognition
Barret Zoph, Jonathon Shlens, Vijay Vasudevan, Quoc V. Le , CVPR 2018 6 , 2017MultipleFree
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Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes
Justin Lewis, Alexandros G. Dimakis, Matt Jordan , NeurIPS 2019 12 , 2019PythonFree
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Learning Composition Models for Phrase Embeddings
Mo Yu, Mark Dredze , TACL 2015 1 , 2015C++Free
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textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze , ICLR 2019 5 , 2018PythonFree
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Transfer Learning for Speech Recognition on a Budget
Ilia Kurenkov, Andreas Krug, Sebastian Stober, Julius Kunze, Louis Kirsch, Jens Johannsmeier , WS 2017 8 , 2017PythonFree
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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 , 2017MultipleFree
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Lip Movements Generation at a Glance
Chenliang Xu, Zhiyao Duan, Zhiheng Li, Ross K. Maddox, Lele Chen , ECCV 2018 9 , 2018PythonFree
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Multimodal Grounding for Language Processing
Lisa Beinborn, Teresa Botschen, Iryna Gurevych , COLING 2018 8 , 2018PythonFree
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Spatial Transformer Networks
Max Jaderberg, Koray Kavukcuoglu, Karen Simonyan, Andrew Zisserman , NeurIPS 2015 12 , 2015MultipleFree
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Adversarial Audio Synthesis
Miller Puckette, Chris Donahue, Julian McAuley , ICLR 2019 5 , 2018MultipleFree
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Glow: Generative Flow with Invertible 1×1 Convolutions
Diederik P. Kingma, Prafulla Dhariwal , NeurIPS 2018 12 , 2018MultipleFree
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Conditional Image Synthesis With Auxiliary Classifier GANs
Christopher Olah, Jonathon Shlens, Augustus Odena , ICML 2017 8 , 2016MultipleFree
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Geometry-Aware Neural Rendering
OpenAI Robotics, Pieter Abbeel, Josh Tobin , NeurIPS 2019 12 , 2019PythonFree
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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 , 2017MultipleFree
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Simple Unsupervised Summarization by Contextual Matching
Alexander M. Rush, Jiawei Zhou , ACL 2019 7 , 2019PythonFree
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Adversarial training for multi-context joint entity and relation extraction
Johannes Deleu, Chris Develder, Thomas Demeester, Giannis Bekoulis , EMNLP 2018 10 , 2018PythonFree
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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 , 2018Jupyter NotebookFree
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Straight to Shapes: Real-time Detection of Encoded Shapes
Stuart Golodetz, Philip H. S. Torr, Michael Sapienza, Saumya Jetley , CVPR 2017 7 , 2016C++Free
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Bi-Directional Cascade Network for Perceptual Edge Detection
Tiejun Huang, Yanhu Shan, Shiliang Zhang, Jianzhong He, Ming Yang , CVPR 2019 6 , 2019MultipleFree
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Interpreting Neural Networks With Nearest Neighbors
Shi Feng, Eric Wallace, Jordan Boyd-Graber , WS 2018 11 , 2018MultipleFree
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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 , 2018JavaScriptFree
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Neural Architectures for Named Entity Recognition
Miguel Ballesteros, Chris Dyer, Sandeep Subramanian, Guillaume Lample, Kazuya Kawakami , NAACL 2016 6 , 2016MultipleFree
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CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training
Houqiang Li, Dong Chen, Jianmin Bao, Fang Wen, Gang Hua , ICCV 2017 10 , 2017MultipleFree
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Learning Human-Object Interactions by Graph Parsing Neural Networks
Wenguan Wang, Song-Chun Zhu, Jianbing Shen, Siyuan Qi, Baoxiong Jia , ECCV 2018 9 , 2018PythonFree
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Deep Hough Voting for 3D Object Detection in Point Clouds
Or Litany, Leonidas J. Guibas, Charles R. Qi, Kaiming He , ICCV 2019 10 , 2019MultipleFree
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Unsupervised Multilingual Word Embeddings
Claire Cardie, Xilun Chen , EMNLP 2018 10 , 2018MultipleFree
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Single Shot Scene Text Retrieval
Andrés Mafla, Dimosthenis Karatzas, Marçal Rusiñol, Lluís Gómez , ECCV 2018 9 , 2018MultipleFree
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The Natural Language Decathlon: Multitask Learning as Question Answering
Richard Socher, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong , ICLR 2019 5 , 2018MultipleFree
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Global optimization of Lipschitz functions
Nicolas Vayatis, Cédric Malherbe , ICML 2017 8 , 2017MultipleFree
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Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
Dmitry Baranchuk, Artem Babenko, Yury Malkov , ECCV 2018 9 , 2018MultipleFree
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You Only Look Once: Unified, Real-Time Object Detection
Ross Girshick, Ali Farhadi, Santosh Divvala, Joseph Redmon , CVPR 2016 6 , 2015MultipleFree
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Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet , CVPR 2017 , 2016MultipleFree
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Graph Attention Networks
Petar Veličković, Adriana Romero, Yoshua Bengio, Arantxa Casanova, Pietro Liò, Guillem Cucurull , ICLR 2018 1 , 2017MultipleFree
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Dynamic Word Embeddings
Robert Bamler, Stephan Mandt , ICML 2017 8 , 2017PythonFree
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Spatial Memory for Context Reasoning in Object Detection
Abhinav Gupta, Xinlei Chen , ICCV 2017 10 , 2017MultipleFree
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Attention-over-Attention Neural Networks for Reading Comprehension
Shijin Wang, Yiming Cui, Zhipeng Chen, Si Wei, Guoping Hu, Ting Liu , ACL 2017 7 , 2016MultipleFree
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Variational Wasserstein Clustering
Yalin Wang, Xianfeng Gu, Wen Zhang, Liang Mi , ECCV 2018 9 , 2018MultipleFree
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Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation
Yang Feng, Xilin Chen, Chenze Shao , EMNLP 2018 10 , 2018PythonFree
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Weakly Supervised Instance Segmentation using Class Peak Response
Jianbin Jiao, Yi Zhu, Qixiang Ye, Yanzhao Zhou, Qiang Qiu , CVPR 2018 6 , 2018MultipleFree
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Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance
Stefano Ermon, Sang Michael Xie, Neal Jean , NeurIPS 2018 12 , 2018PythonFree
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Explainable Neural Computation via Stack Neural Module Networks
Trevor Darrell, Ronghang Hu, Kate Saenko, Jacob Andreas , ECCV 2018 9 , 2018PythonFree
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A Span Selection Model for Semantic Role Labeling
Yuji Matsumoto, Hiroki Ouchi, Hiroyuki Shindo , EMNLP 2018 10 , 2018MultipleFree
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Learning Joint Semantic Parsers from Disjoint Data
Swabha Swayamdipta, Hao Peng, Noah A. Smith, Sam Thomson , NAACL 2018 6 , 2018TeXFree
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Collective Entity Disambiguation with Structured Gradient Tree Boosting
Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman , NAACL 2018 6 , 2018PythonFree
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Context Based Approach for Second Language Acquisition
Arjun R. Rao, Nihal V. Nayak , WS 2018 6 , 2018MultipleFree
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Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig, Jonathan Berant , EMNLP 2018 10 , 2018ScalaFree
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Rethinking the Inception Architecture for Computer Vision
Jonathon Shlens, Sergey Ioffe, Zbigniew Wojna, Christian Szegedy, Vincent Vanhoucke , CVPR 2016 6 , 2015MultipleFree
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Multiway Attention Networks for Modeling Sentence Pairs
Weifeng Lv, Chuanqi Tan, Wenhui Wang, Ming Zhou, Furu Wei , IJCAI 2018 7 , 2018PythonFree
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Robust Discovery of Positive and Negative Rules in Knowledge-Bases
Stefano Ortona, Paolo Papotti, Venkata Vamsikrishna Meduri , ICDE 2018 4 , 2018JavaFree
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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 , 2017MultipleFree
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Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo
José Miguel Hernández-Lobato, Juan José Murillo-Fuentes, Marton Havasi , NeurIPS 2018 12 , 2018MultipleFree
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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 , 2018PythonFree
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Compressing the Input for CNNs with the First-Order Scattering Transform
Eugene Belilovsky, Sergey Zagoruyko, Edouard Oyallon, Michal Valko , ECCV 2018 9 , 2018PythonFree
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Automatic Inference of Sound Correspondence Patterns across Multiple Languages
Johann-Mattis List , CL 2019 3 , 2019PythonFree
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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 , 2017PythonFree
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Rob-GAN: Generator, Discriminator, and Adversarial Attacker
Xuanqing Liu, Cho-Jui Hsieh , CVPR 2019 6 , 2018MultipleFree
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Convolutional Image Captioning
Alexander Schwing, Jyoti Aneja, Aditya Deshpande , CVPR 2018 6 , 2017MultipleFree
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Illuminating Pedestrians via Simultaneous Detection & Segmentation
Xiaoming Liu, Garrick Brazil, Xi Yin , ICCV 2017 10 , 2017MatlabFree
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Audio-Visual Scene Analysis with Self-Supervised Multisensory Features
Andrew Owens, Alexei A. Efros , ECCV 2018 9 , 2018PythonFree
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Generating Sentences from a Continuous Space
Samuel R. Bowman, Rafal Jozefowicz, Samy Bengio, Luke Vilnis, Andrew M. Dai, Oriol Vinyals , CONLL 2016 8 , 2015MultipleFree
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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 , 2017MultipleFree
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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 , 2018MultipleFree
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Learned in Translation: Contextualized Word Vectors
Richard Socher, Bryan McCann, Caiming Xiong, James Bradbury , NeurIPS 2017 12 , 2017MultipleFree
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On Calibration of Modern Neural Networks
Kilian Q. Weinberger, Chuan Guo, Geoff Pleiss, Yu Sun , ICML 2017 8 , 2017MultipleFree
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BRUNO: A Deep Recurrent Model for Exchangeable Data
Jonas Degrave, Arthur Gretton, Joni Dambre, Yarin Gal, Ferenc Huszár, Iryna Korshunova , NeurIPS 2018 12 , 2018MultipleFree
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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 , 2016MultipleFree
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Zero-Shot Semantic Parsing for Instructions
Roi Reichart, Ofer Givoli , ACL 2019 7 , 2019JavaFree
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Self-Attention with Relative Position Representations
Ashish Vaswani, Peter Shaw, Jakob Uszkoreit , NAACL 2018 6 , 2018MultipleFree
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