| Contextual Word Representations: A Contextual Introduction | Feb 15, 2019 | Question AnsweringTranslation | CodeCode Available | 1 |
| Language Models are Unsupervised Multitask Learners | Feb 14, 2019 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| Reversible GANs for Memory-efficient Image-to-Image Translation | Feb 7, 2019 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English | Feb 4, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation | Jan 31, 2019 | AttributeStyle Transfer | CodeCode Available | 1 |
| Pay Less Attention with Lightweight and Dynamic Convolutions | Jan 29, 2019 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| MRI to CT Translation with GANs | Jan 16, 2019 | Computed Tomography (CT)Generative Adversarial Network | CodeCode Available | 1 |
| Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | Jan 14, 2019 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 |
| SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks | Dec 31, 2018 | TranslationVisual Object Tracking | CodeCode Available | 1 |
| Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation | Dec 24, 2018 | Image-to-Image TranslationStyle Transfer | CodeCode Available | 1 |
| Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation | Nov 23, 2018 | Image Super-ResolutionMotion Compensation | CodeCode Available | 1 |
| End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification | Nov 12, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| Triple consistency loss for pairing distributions in GAN-based face synthesis | Nov 8, 2018 | AttributeFace Generation | CodeCode Available | 1 |
| Blockwise Parallel Decoding for Deep Autoregressive Models | Nov 7, 2018 | DecoderImage Super-Resolution | CodeCode Available | 1 |
| Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary | Nov 3, 2018 | Machine TranslationNMT | CodeCode Available | 1 |
| Multiple-Attribute Text Style Transfer | Nov 1, 2018 | AttributeDisentanglement | CodeCode Available | 1 |
| How2: A Large-scale Dataset for Multimodal Language Understanding | Nov 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| You May Not Need Attention | Oct 31, 2018 | DecoderNMT | CodeCode Available | 1 |
| Gated Hierarchical Attention for Image Captioning | Oct 30, 2018 | DecoderImage Captioning | CodeCode Available | 1 |
| Understanding the Origins of Bias in Word Embeddings | Oct 8, 2018 | BIG-bench Machine LearningTranslation | CodeCode Available | 1 |
| Document-Level Neural Machine Translation with Hierarchical Attention Networks | Sep 5, 2018 | DecoderMachine Translation | CodeCode Available | 1 |
| Unsupervised Statistical Machine Translation | Sep 4, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Diverse Image-to-Image Translation via Disentangled Representations | Aug 2, 2018 | AttributeDiversity | CodeCode Available | 1 |
| LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks | Jul 14, 2018 | BIG-bench Machine LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Sem-GAN: Semantically-Consistent Image-to-Image Translation | Jul 12, 2018 | Image SegmentationImage-to-Image Translation | CodeCode Available | 1 |
| Neural Machine Translation for Query Construction and Composition | Jun 27, 2018 | Code GenerationKnowledge Base Question Answering | CodeCode Available | 1 |
| Graph-to-Sequence Learning using Gated Graph Neural Networks | Jun 26, 2018 | Graph-to-SequenceMachine Translation | CodeCode Available | 1 |
| The Natural Language Decathlon: Multitask Learning as Question Answering | Jun 20, 2018 | DecoderDomain Adaptation | CodeCode Available | 1 |
| On the Impact of Various Types of Noise on Neural Machine Translation | May 31, 2018 | Machine TranslationSentence | CodeCode Available | 1 |
| OpenNMT: Neural Machine Translation Toolkit | May 28, 2018 | Machine TranslationNMT | CodeCode Available | 1 |
| RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition | May 14, 2018 | Decoderspeech-recognition | CodeCode Available | 1 |
| On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference | Apr 25, 2018 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension | Apr 23, 2018 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Multimodal Unsupervised Image-to-Image Translation | Apr 12, 2018 | Image-to-Image TranslationMultimodal Unsupervised Image-To-Image Translation | CodeCode Available | 1 |
| Adafactor: Adaptive Learning Rates with Sublinear Memory Cost | Apr 11, 2018 | Machine TranslationStochastic Optimization | CodeCode Available | 1 |
| Roto-Translation Covariant Convolutional Networks for Medical Image Analysis | Apr 10, 2018 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text | Apr 3, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling | Mar 4, 2018 | Audio SynthesisLanguage Modelling | CodeCode Available | 1 |
| XNMT: The eXtensible Neural Machine Translation Toolkit | Mar 1, 2018 | Machine TranslationNMT | CodeCode Available | 1 |
| Multimodal Generative Models for Scalable Weakly-Supervised Learning | Feb 14, 2018 | ColorizationEdge Detection | CodeCode Available | 1 |
| Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks | Jan 23, 2018 | Machine TranslationNMT | CodeCode Available | 1 |
| Asynchronous Bidirectional Decoding for Neural Machine Translation | Jan 16, 2018 | DecoderMachine Translation | CodeCode Available | 1 |
| Plan, Attend, Generate: Planning for Sequence-to-Sequence Models | Nov 28, 2017 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | Nov 24, 2017 | AttributeImage-to-Image Translation | CodeCode Available | 1 |
| Convolutional Image Captioning | Nov 24, 2017 | Image CaptioningText Generation | CodeCode Available | 1 |
| Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments | Nov 20, 2017 | Reinforcement LearningTranslation | CodeCode Available | 1 |
| Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT | Nov 13, 2017 | Machine TranslationNMT | CodeCode Available | 1 |
| Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks | Oct 31, 2017 | Machine TranslationTranslation | CodeCode Available | 1 |
| Neural Machine Translation | Sep 22, 2017 | Machine TranslationTranslation | CodeCode Available | 1 |
| Regularizing and Optimizing LSTM Language Models | Aug 7, 2017 | Image ClassificationLanguage Modeling | CodeCode Available | 1 |
