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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
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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
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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
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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
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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
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Universal Language Model Fine-tuning for Text Classification
Jeremy Howard, Sebastian Ruder , ACL 2018 7 , 2018MultipleFree
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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
-
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
-
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
-
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
-
Interpreting Neural Networks With Nearest Neighbors
Shi Feng, Eric Wallace, Jordan Boyd-Graber , WS 2018 11 , 2018MultipleFree
-
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
-
Learning Human-Object Interactions by Graph Parsing Neural Networks
Wenguan Wang, Song-Chun Zhu, Jianbing Shen, Siyuan Qi, Baoxiong Jia , ECCV 2018 9 , 2018PythonFree
-
Deep Hough Voting for 3D Object Detection in Point Clouds
Or Litany, Leonidas J. Guibas, Charles R. Qi, Kaiming He , ICCV 2019 10 , 2019MultipleFree
-
Unsupervised Multilingual Word Embeddings
Claire Cardie, Xilun Chen , EMNLP 2018 10 , 2018MultipleFree
-
Single Shot Scene Text Retrieval
Andrés Mafla, Dimosthenis Karatzas, Marçal Rusiñol, Lluís Gómez , ECCV 2018 9 , 2018MultipleFree
-
The Natural Language Decathlon: Multitask Learning as Question Answering
Richard Socher, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong , ICLR 2019 5 , 2018MultipleFree
-
Global optimization of Lipschitz functions
Nicolas Vayatis, Cédric Malherbe , ICML 2017 8 , 2017MultipleFree
-
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
Dmitry Baranchuk, Artem Babenko, Yury Malkov , ECCV 2018 9 , 2018MultipleFree
-
You Only Look Once: Unified, Real-Time Object Detection
Ross Girshick, Ali Farhadi, Santosh Divvala, Joseph Redmon , CVPR 2016 6 , 2015MultipleFree
-
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet , CVPR 2017 , 2016MultipleFree
-
Graph Attention Networks
Petar Veličković, Adriana Romero, Yoshua Bengio, Arantxa Casanova, Pietro Liò, Guillem Cucurull , ICLR 2018 1 , 2017MultipleFree
-
Dynamic Word Embeddings
Robert Bamler, Stephan Mandt , ICML 2017 8 , 2017PythonFree
-
Spatial Memory for Context Reasoning in Object Detection
Abhinav Gupta, Xinlei Chen , ICCV 2017 10 , 2017MultipleFree
-
Attention-over-Attention Neural Networks for Reading Comprehension
Shijin Wang, Yiming Cui, Zhipeng Chen, Si Wei, Guoping Hu, Ting Liu , ACL 2017 7 , 2016MultipleFree
-
Variational Wasserstein Clustering
Yalin Wang, Xianfeng Gu, Wen Zhang, Liang Mi , ECCV 2018 9 , 2018MultipleFree
-
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation
Yang Feng, Xilin Chen, Chenze Shao , EMNLP 2018 10 , 2018PythonFree
-
Weakly Supervised Instance Segmentation using Class Peak Response
Jianbin Jiao, Yi Zhu, Qixiang Ye, Yanzhao Zhou, Qiang Qiu , CVPR 2018 6 , 2018MultipleFree
-
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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