| Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks | Dec 22, 2020 | Image-to-Image TranslationTranslation | —Unverified | 0 |
| AudioViewer: Learning to Visualize Sounds | Dec 22, 2020 | Translation | CodeCode Available | 0 |
| Multi-Head Self-Attention with Role-Guided Masks | Dec 22, 2020 | Machine Translationtext-classification | CodeCode Available | 0 |
| Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 | Dec 22, 2020 | Domain AdaptationMachine Translation | —Unverified | 0 |
| Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation | Dec 22, 2020 | Cloud RemovalSSIM | CodeCode Available | 1 |
| Cross-Domain Latent Modulation for Variational Transfer Learning | Dec 21, 2020 | Domain AdaptationTransfer Learning | —Unverified | 0 |
| 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 |
| Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding | Dec 18, 2020 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| NeurST: Neural Speech Translation Toolkit | Dec 18, 2020 | Speech-to-Text TranslationTranslation | —Unverified | 0 |
| Understood in Translation, Transformers for Domain Understanding | Dec 18, 2020 | document understandingTranslation | CodeCode Available | 0 |
| Ensemble model for pre-discharge icd10 coding prediction | Dec 16, 2020 | Medical Diagnosismodel | —Unverified | 0 |
| Collaborative residual learners for automatic icd10 prediction using prescribed medications | Dec 16, 2020 | DiagnosticMulti-Label Classification | —Unverified | 0 |
| Improving Multilingual Neural Machine Translation For Low-Resource Languages: French,English - Vietnamese | Dec 16, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale | Dec 16, 2020 | Translation | CodeCode Available | 1 |
| Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation | Dec 16, 2020 | Translation | —Unverified | 0 |
| Scalable Cross-lingual Document Similarity through Language-specific Concept Hierarchies | Dec 15, 2020 | ArticlesTopic Models | CodeCode Available | 0 |
| Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks | Dec 15, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Modeling Homophone Noise for Robust Neural Machine Translation | Dec 15, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Contrastive Learning with Adversarial Perturbations for Conditional Text Generation | Dec 14, 2020 | Conditional Text GenerationContrastive Learning | CodeCode Available | 1 |
| Graphs for deep learning representations | Dec 14, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Sparse Multi-Family Deep Scattering Network | Dec 14, 2020 | DiversityTranslation | —Unverified | 0 |
| Comparing the costs of abstraction for DL frameworks | Dec 13, 2020 | Translation | —Unverified | 0 |
| Mask-Align: Self-Supervised Neural Word Alignment | Dec 13, 2020 | Machine TranslationTranslation | CodeCode Available | 1 |
| MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish | Dec 13, 2020 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| Generative Adversarial Networks for Automatic Polyp Segmentation | Dec 12, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 0 |
| Document-aligned Japanese-English Conversation Parallel Corpus | Dec 11, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Learning Energy-Based Models With Adversarial Training | Dec 11, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| A case for robust translation tolerance in humans and CNNs. A commentary on Han et al | Dec 10, 2020 | Translation | —Unverified | 0 |
| Image-Graph-Image Translation via Auto-Encoding | Dec 10, 2020 | Scene UnderstandingTranslation | —Unverified | 0 |
| Multilingual Transfer Learning for QA Using Translation as Data Augmentation | Dec 10, 2020 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Automatic Standardization of Colloquial Persian | Dec 10, 2020 | Machine TranslationTranslation | CodeCode Available | 0 |
| Approches quantitatives de l'analyse des prédictions en traduction automatique neuronale (TAN) | Dec 10, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Exploring Pair-Wise NMT for Indian Languages | Dec 10, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Rewriter-Evaluator Architecture for Neural Machine Translation | Dec 10, 2020 | DecoderMachine Translation | —Unverified | 0 |
| Enhance Convolutional Neural Networks with Noise Incentive Block | Dec 9, 2020 | Image GenerationTranslation | —Unverified | 0 |
| Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics | Dec 9, 2020 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| On Knowledge Distillation for Direct Speech Translation | Dec 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Positional Encoding as Spatial Inductive Bias in GANs | Dec 9, 2020 | Image ManipulationInductive Bias | —Unverified | 0 |
| Breeding Gender-aware Direct Speech Translation Systems | Dec 9, 2020 | automatic-speech-translationMachine Translation | —Unverified | 0 |
| Towards Annotation-Free Evaluation of Cross-Lingual Image Captioning | Dec 9, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization | Dec 8, 2020 | Translation | —Unverified | 0 |
| 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 |
| Document Graph for Neural Machine Translation | Dec 7, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Reciprocal Supervised Learning Improves Neural Machine Translation | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks | Dec 5, 2020 | Image-to-Image TranslationLand Cover Classification | —Unverified | 0 |
| Spatially-Adaptive Pixelwise Networks for Fast Image Translation | Dec 5, 2020 | Image-to-Image TranslationInductive Bias | CodeCode Available | 1 |