- A survey of multiple classifier systems as hybrid systems.
science
⭐ - A survey on feature selection methods.
science
⭐ - [DeepFaceVariant] Deep Learning Face Representation from Predicting 10,000 Classes. [pdf] [code] ⭐
- Dropout: A Simple Way to Prevent Neural Networks from Overfitting. [pdf]
- Generative Moment Matching Networks. [arxiv] [code]
- [Inception V1] Going Deeper with Convolutions. [url] ⭐
- Learning Longer Memory in Recurrent Neural Networks. [url]
- Learning to Execute. [url]
- Multi-scale Orderless Pooling of Deep Convolutional Activation Features.
arxiv
⭐ - Network In Network.
arxiv
] ⭐ - [OverFeat] OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks.
arxiv
]code
⭐ - Recurrent Neural Network Regularization.
arxiv
tensorflow
⭐ - Show and Tell: A Neural Image Caption Generator.[url] ⭐
- [SPPNet] Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition.
arxiv
keras
⭐ - Striving for Simplicity: The All Convolutional Net. [arxiv] ⭐
- Towards end-to-end speech recognition with recurrent neural networks.[pdf] ⭐
- [VGGNet] Very Deep Convolutional Networks for Large-Scale Image Recognition.
arxiv
code
⭐ - What Regularized Auto-Encoders Learn from the Data.
arxiv
- [GAN] Generative Adversarial Nets.
arxiv
code
⭐ - [CGNA] Conditional Generative Adversarial Nets.
arxiv
code
⭐ - Deep Visual-Semantic Alignments for Generating Image Descriptions.
arxiv
⭐ - Explaining and Harnessing Adversarial Examples.
arxiv
- On distinguishability criteria for estimating generative models.
arxiv
- [VAE] Semi-Supervised Learning with Deep Generative Models.
arxiv
code
tensorflow
⭐
- End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results. [arxiv]
- Memory Networks. [arxiv] ⭐
- Multiple Object Recognition with Visual Attention. [url]
- [Attention In NLP First] Neural Machine Translation by Jointly Learning to Align and Translate. [arxiv] [code] ⭐
- [First Memory Paper] Neural Turing Machines. [arxiv] ⭐
- [RAM] Recurrent Models of Visual Attention. [arxiv] [tensorflow] ⭐
- [Seq2Seq] Sequence to Sequence Learning with Neural Networks. [arxiv] [code] ⭐
- Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning.[url]
- Adaptation regularization: a general framework for transfer learning. [pdf] ⭐
- Heterogeneous Domain Adaptation for Multiple Classes. [pdf]
- How transferable are features in deep neural networks?
arxiv
- Hybrid heterogeneous transfer learning through deep learning. [pdf]
- Learning with Augmented Features for Supervised and Semi-supervised Heterogeneous Domain Adaptation. [pdf]
- Machine learning for targeted display advertising: transfer learning in action. [url]
- Source Free Transfer Learning for Text Classification. [pdf]
- A Convolutional Neural Network for Modelling Sentences.
arxiv
code
⭐ - Automatic Construction and Natural-Language Description of Nonparametric Regression Models. [url]
- Convolutional Neural Networks for Sentence Classification.
arxiv
tensorflow
⭐ - Distributed Representations of Sentences and Documents Generating Distribution. [url] ⭐
- Effective Use of Word Order for Text Categorization with Convolutional Neural Networks. [url]
- Grammar as a Foreign Language. [url]
- [GRU] Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.
arxiv
⭐ - On the Properties of Neural Machine Translation- Encoder-Decoder Approaches. [url]
- On Using Very Large Target Vocabulary for Neural Machine Translation. [url]
- Reading Text in the Wild with Convolutional Neural Networks. [url]
- [Seq2Seq] Sequence to Sequence Learning with Neural Networks.
arxiv
code
⭐