| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Analysis of skin lesion images with deep learning | Jan 11, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| The Gaussian Neural Process | Jan 10, 2021 | Meta-LearningTranslation | CodeCode Available | 1 |
| Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers | Jan 1, 2021 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| Vocabulary Learning via Optimal Transport for Neural Machine Translation | Dec 31, 2020 | GPUMachine Translation | CodeCode Available | 1 |
| Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade | Dec 31, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Improving BERT with Syntax-aware Local Attention | Dec 30, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning | Dec 29, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 |
| LCCNet: LiDAR and Camera Self-Calibration using Cost Volume Network | Dec 27, 2020 | Translation | CodeCode Available | 1 |
| Learning Light-Weight Translation Models from Deep Transformer | Dec 27, 2020 | Knowledge DistillationMachine Translation | CodeCode Available | 1 |
| Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies | Dec 26, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs | Dec 23, 2020 | Anomaly DetectionArticles | CodeCode Available | 1 |
| Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation | Dec 22, 2020 | Cloud RemovalSSIM | CodeCode Available | 1 |
| RealFormer: Transformer Likes Residual Attention | Dec 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Image Translation via Fine-grained Knowledge Transfer | Dec 21, 2020 | RetrievalStyle Transfer | CodeCode Available | 1 |
| Finding Sparse Structures for Domain Specific Neural Machine Translation | Dec 19, 2020 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale | Dec 16, 2020 | Translation | CodeCode Available | 1 |
| Contrastive Learning with Adversarial Perturbations for Conditional Text Generation | Dec 14, 2020 | Conditional Text GenerationContrastive Learning | CodeCode Available | 1 |
| Mask-Align: Self-Supervised Neural Word Alignment | Dec 13, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| Document-aligned Japanese-English Conversation Parallel Corpus | Dec 11, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics | Dec 9, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Fact-Enhanced Synthetic News Generation | Dec 8, 2020 | News GenerationText Generation | CodeCode Available | 1 |
| Globetrotter: Connecting Languages by Connecting Images | Dec 8, 2020 | Machine TranslationRetrieval | CodeCode Available | 1 |
| Variational Interaction Information Maximization for Cross-domain Disentanglement | Dec 8, 2020 | DisentanglementImage Retrieval | CodeCode Available | 1 |
| SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams | Dec 5, 2020 | speech-recognitionSpeech Recognition | CodeCode Available | 1 |
