Research projects using Chainer

Shunta Saito edited this page Dec 15, 2016 · 10 revisions
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This is a list of papers found on arxiv.org that include the term "chainer". This is a work-in-progress list, so please let us know when you find a mistake or new paper that uses Chainer.

The initial list is obtained from the search result using Google: https://www.google.com/search?q=chainer+site%3Aarxiv.org. Some are added via personal communication, etc.

Conference Paper title Codes comments
arXiv only Temporal Generative Adversarial Nets
arXiv only Reasoning with Memory Augmented Neural Networks for Language Comprehension
arXiv only PMI Matrix Approximations with Applications to Neural Language Modeling
arXiv only Neural Tree Indexers for Text Understanding NTI
arXiv only Neural Semantic Encoders
arXiv only Networked Intelligence: Towards Autonomous Cyber Physical Systems
arXiv only Modeling the dynamics of human brain activity with recurrent neural networks
arXiv only A Deep-Learning Approach for Operation of an Automated Realtime Flare Forecast
arXiv only Convolutional Neural Networks using Logarithmic Data Representation
CoNLL 2016 context2vec: Learning Generic Context Embedding with Bidirectional LSTM
CoNLL 2016 Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec
ECCV 2016 Workshop Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition “3rd place in Looking at People ECCV Challenge”
ECCV 2016 Workshop Learning Joint Representations of Videos and Sentences with Web Image Search
EMNLP 2016 Incorporating Discrete Translation Lexicons into Neural Machine Translation
EMNLP 2016 Controlling Output Length in Neural Encoder-Decoders
EMNLP 2016 Insertion Position Selection Model for Flexible Non-Terminals in Dependency Tree-to-Tree Machine Translation
ICLR 2016 Learning Representations Using Complex-Valued Nets
ICLR 2017 under review Dynamic Coattention Networks For Qustion Answering
ICLR 2017 under review SqueezeNet: AlexNet-level Accuracy with 50x Fewer Parameters and < 0.5MB Model Size
ICLR 2017 under review Quasi-Recurrent Neural Networks
NIPS 2016 Workshop f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
OPT 2016 QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent
PETRA 2016 Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition
PASJ 2016 Machine-learning Selection of Optical Transients in Subaru/Hyper Suprime-Cam Survey PASJ: Publications of the Astronomical Society of Japan
Space Weather 2016 A Deep-Learning Approach for Operation of an Automated Realtime Flare Forecast
NAACL 2016 Dynamic Entity Representation with Max-pooling Improves Machine Reading
SemEval 2016 Feature-based Model versus Convolutional Neural Network for Stance Detection
ACL 2016 Cross-Lingual Image Caption Generation
ACL 2016 Composing Distributed Representations of Relational Patterns
ACL 2016 Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity
WMT 2016 MetaMind Neural Machine Translation System for WMT 2016