Title
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 128 7,683 0 31 Aug 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 56 361 0 30 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 102 2,405 0 22 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 240 7,361 0 05 Jun 2015
Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions Jimmy Ba Kevin Swersky Sanja Fidler Ruslan Salakhutdinov VLM 54 436 0 01 Jun 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 55 371 0 07 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 189 43,154 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 80 18,534 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 118 18,922 0 20 Dec 2014
Deep Structured Output Learning for Unconstrained Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 48 234 0 18 Dec 2014
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models Ryan Kiros Ruslan Salakhutdinov R. Zemel VLM 59 1,395 0 10 Nov 2014
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping A. Karpathy Armand Joulin Li Fei-Fei VLM 51 935 0 22 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 132 9,231 0 16 May 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 136 43,290 0 01 May 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 122 15,825 0 12 Nov 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 212 33,445 0 16 Oct 2013
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 106 1,605 0 01 Jul 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 91 1,467 0 16 Jan 2013
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 65 6,100 0 03 Dec 2012