| CURE: Code-Aware Neural Machine Translation for Automatic Program Repair | Feb 26, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation | Feb 24, 2021 | Face GenerationTranslation | CodeCode Available | 1 |
| Uncertainty-aware Generalized Adaptive CycleGAN | Feb 23, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| Linear Transformers Are Secretly Fast Weight Programmers | Feb 22, 2021 | Language ModellingMachine Translation | CodeCode Available | 1 |
| Parallelizing Legendre Memory Unit Training | Feb 22, 2021 | Machine TranslationSentiment Analysis | CodeCode Available | 1 |
| Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation | Feb 22, 2021 | Machine Translationreinforcement-learning | CodeCode Available | 1 |
| Exploring Supervised and Unsupervised Rewards in Machine Translation | Feb 22, 2021 | Machine TranslationReinforcement Learning (RL) | CodeCode Available | 1 |
| Conditional Positional Encodings for Vision Transformers | Feb 22, 2021 | AutoMLClassification | CodeCode Available | 1 |
| Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement | Feb 21, 2021 | 3D ReconstructionDisentanglement | CodeCode Available | 1 |
| Evolving Attention with Residual Convolutions | Feb 20, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| DINO: A Conditional Energy-Based GAN for Domain Translation | Feb 18, 2021 | Translation | CodeCode Available | 1 |
| Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters | Feb 17, 2021 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| Non-Autoregressive Text Generation with Pre-trained Language Models | Feb 16, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training | Feb 16, 2021 | Image ClassificationLanguage Modeling | CodeCode Available | 1 |
| DOBF: A Deobfuscation Pre-Training Objective for Programming Languages | Feb 15, 2021 | Code SearchCode Translation | CodeCode Available | 1 |
| Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits | Feb 12, 2021 | CPUDocument Ranking | CodeCode Available | 1 |
| Broad-UNet: Multi-scale feature learning for nowcasting tasks | Feb 12, 2021 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization | Feb 11, 2021 | Image HarmonizationSegmentation | CodeCode Available | 1 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 |
| Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation | Feb 10, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models | Feb 9, 2021 | DiversityEnd-To-End Dialogue Modelling | CodeCode Available | 1 |
| Bridging Unpaired Facial Photos And Sketches By Line-drawings | Feb 1, 2021 | Face Sketch SynthesisImage-to-Image Translation | CodeCode Available | 1 |
| Cross-lingual Visual Pre-training for Multimodal Machine Translation | Jan 25, 2021 | Language ModellingMachine Translation | CodeCode Available | 1 |
| Towards a Better Integration of Fuzzy Matches in Neural Machine Translation through Data Augmentation | Jan 24, 2021 | Data AugmentationMachine Translation | CodeCode Available | 1 |
| Word Alignment by Fine-tuning Embeddings on Parallel Corpora | Jan 20, 2021 | Cross-Lingual TransferTranslation | CodeCode Available | 1 |
| 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 |
