| FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow | Sep 5, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Context-Aware Monolingual Repair for Neural Machine Translation | Sep 3, 2019 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| Adaptively Sparse Transformers | Aug 30, 2019 | DiversityMachine Translation | CodeCode Available | 1 |
| Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective | Aug 22, 2019 | Cultural Vocal Bursts Intensity PredictionSign Language Recognition | CodeCode Available | 1 |
| Prosodic Phrase Alignment for Machine Dubbing | Aug 20, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| On the Variance of the Adaptive Learning Rate and Beyond | Aug 8, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| The MuCoW Test Suite at WMT 2019: Automatically Harvested Multilingual Contrastive Word Sense Disambiguation Test Sets for Machine Translation | Aug 1, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Leveraging Pre-trained Checkpoints for Sequence Generation Tasks | Jul 29, 2019 | DecoderMachine Translation | CodeCode Available | 1 |
| U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation | Jul 25, 2019 | Fundus to Angiography GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Co-Evolutionary Compression for Unpaired Image Translation | Jul 25, 2019 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Lookahead Optimizer: k steps forward, 1 step back | Jul 19, 2019 | Image ClassificationMachine Translation | CodeCode Available | 1 |
| Structure-Invariant Testing for Machine Translation | Jul 19, 2019 | Dependency ParsingMachine Translation | CodeCode Available | 1 |
| Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation | Jul 18, 2019 | Diversityregression | CodeCode Available | 1 |
| Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images | Jul 2, 2019 | GPUTranslation | CodeCode Available | 1 |
| Effective Adversarial Regularization for Neural Machine Translation | Jul 1, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech | Jul 1, 2019 | Data AugmentationTranslation | CodeCode Available | 1 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jul 1, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography | Jun 24, 2019 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Neural Machine Translating from Natural Language to SPARQL | Jun 21, 2019 | Knowledge GraphsMachine Translation | CodeCode Available | 1 |
| Mask Based Unsupervised Content Transfer | Jun 15, 2019 | Semantic SegmentationTranslation | CodeCode Available | 1 |
| A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning | Jun 14, 2019 | Automatic Post-EditingDecoder | CodeCode Available | 1 |
| Hierarchical Graph-to-Graph Translation for Molecules | Jun 11, 2019 | DecoderDrug Discovery | CodeCode Available | 1 |
| Learning Individual Styles of Conversational Gesture | Jun 10, 2019 | Gesture GenerationSpeech-to-Gesture Translation | CodeCode Available | 1 |
| When Does Label Smoothing Help? | Jun 6, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Collaborative Translational Metric Learning | Jun 4, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| How multilingual is Multilingual BERT? | Jun 4, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Text-based Editing of Talking-head Video | Jun 4, 2019 | Face ModelSentence | CodeCode Available | 1 |
| Evaluating Gender Bias in Machine Translation | Jun 3, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Transforming Complex Sentences into a Semantic Hierarchy | Jun 3, 2019 | Machine TranslationText Simplification | CodeCode Available | 1 |
| Domain Adaptation of Neural Machine Translation by Lexicon Induction | Jun 2, 2019 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks | May 27, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| Levenshtein Transformer | May 27, 2019 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned | May 23, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion | May 15, 2019 | Machine TranslationNMT | CodeCode Available | 1 |
| Few-Shot Unsupervised Image-to-Image Translation | May 5, 2019 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| DRIT++: Diverse Image-to-Image Translation via Disentangled Representations | May 2, 2019 | AttributeDiversity | CodeCode Available | 1 |
| Transformers with convolutional context for ASR | Apr 26, 2019 | Image ClassificationMachine Translation | CodeCode Available | 1 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| BERTScore: Evaluating Text Generation with BERT | Apr 21, 2019 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| Mask-Predict: Parallel Decoding of Conditional Masked Language Models | Apr 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands | Apr 18, 2019 | Data AugmentationTranslation | CodeCode Available | 1 |
| Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation | Apr 15, 2019 | Bird View SynthesisCross-View Image-to-Image Translation | CodeCode Available | 1 |
| VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research | Apr 6, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| fairseq: A Fast, Extensible Toolkit for Sequence Modeling | Apr 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Part-Based Disentangling of Object Shape and Appearance | Mar 16, 2019 | Appearance TransferImage Generation | CodeCode Available | 1 |
| DeepHuman: 3D Human Reconstruction from a Single Image | Mar 15, 2019 | 3D Human ReconstructionDiversity | CodeCode Available | 1 |
| Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement | Mar 14, 2019 | SentenceTranslation | CodeCode Available | 1 |
| Wasserstein Adversarial Examples via Projected Sinkhorn Iterations | Feb 21, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
