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My personal notes and surveys on DL, CV and NLP papers.

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### Metadata - Authors: Lijun Wu, Fei Tian, Tao Qin, Jianhuang Lai and Tie-Yan Liu. - Organization: MSRA - Conference: EMNLP 2018 - Paper: https://arxiv.org/pdf/1808.08866.pdf

Neural Machine Translation
Reinforcement Learning
EMNLP

### Metadata - Authors: Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun - Organization: FAIR - Conference: NIPS 2015 - Paper: https://arxiv.org/pdf/1506.01497.pdf ### Faster R-CNN ![](https://github.com/howardyclo/papernotes/blob/master/images/Faster%20R-CNN:%20Towards%20Real-Time%20Object%20Detection%20with%20Region%20Proposal%20Networks/1.png?raw=true) ### Faster R-CNN...

Multi-task Learning
Object Detection
NIPS
CNN

### Metadata - Authors: Tao Ge, Furu Wei, Ming Zhou - Organization: MSRA - Conference: ACL 2018 - Original Paper: http://aclweb.org/anthology/P18-1097 (present a detailed comparison and analysis for different fluency...

Neural Machine Translation
Grammatical Error Correction
ACL

### Metadata - Authors: Yuhua Chen, Wen Li, +2 authors Luc Van Gool - Organization: Computer Vision Lab, ETH Zurich & VISICS, ESAT/PSI, KU Leuven - Conference: CVPR 2018 -...

Domain Adaptation
Object Detection
CVPR
CNN

### Metadata - Authors: [Daniel Haehn](https://danielhaehn.com/), [James Tompkin](http://jamestompkin.com/), and [Hanspeter Pfister](https://vcg.seas.harvard.edu/people) - Organization: Harvard ([Visual Computing Group](https://vcg.seas.harvard.edu/)) & Brown - Conference: IEEE Transactions on Visualization and Computer Graphics (IEEE VIS),...

CNN
Data Visualization

### Metadata - Authors: Xi Chen, Yan Duan, +3 authors Pieter Abbeel - Organization: UC Berkeley & OpenAI - Conference: NIPS 2016 - Paper: https://arxiv.org/pdf/1606.03657.pdf - 3rd Party Code: https://github.com/eriklindernoren/PyTorch-GAN#infogan...

Unsupervised Learning
Generative Adversarial Networks
Disentangled Representation
Visual Attributes
NIPS

### Metadata - Authors: Irina Higgins, Arka Pal, +6 authors Alexander Lerchner - Organization: DeepMind - Conference: ICML 2017 - Paper: https://arxiv.org/pdf/1707.08475.pdf ### Abstract - This paper focuses on domain...

Unsupervised Learning
Domain Adaptation
Transfer Learning
Reinforcement Learning
DQN
Actor-Critic
Disentangled Representation
ICML
Variational Autoencoder

### Metadata - Authors: Marek Rei - Organization: University of Cambridge - Conference: ACL 2017 - Link: https://goo.gl/h6p29c

Semi-supervised Learning
Multi-task Learning
Sequence Labeling
Language Modeling
ACL

### Metadata - Authors: Marek Rei and Helen Yannakoudakis - Organization: University of Cambridge - Conference: BEA@EMNLP 2017 - Link: http://www.aclweb.org/anthology/W17-5004

Linguistic Features
Multi-task Learning
Sequence Labeling
Transfer Learning
EMNLP

### Metadata - Authors: Tobias Domhan and Felix Hieber - Organization: Amazon - Conference: EMNLP 2017 - Link: https://goo.gl/eFj9gx

Neural Machine Translation
Multi-task Learning
Language Modeling
EMNLP