| Data augmentation with Mobius transformations | Feb 7, 2020 | Data AugmentationTranslation | CodeCode Available | 1 |
| Fast inference of Boosted Decision Trees in FPGAs for particle physics | Feb 5, 2020 | Translation | CodeCode Available | 1 |
| CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus | Feb 4, 2020 | Speech-to-TextSpeech-to-Text Translation | CodeCode Available | 1 |
| Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis | Feb 3, 2020 | Translation | CodeCode Available | 1 |
| Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation | Feb 3, 2020 | channel selectionGenerative Adversarial Network | CodeCode Available | 1 |
| Neural Machine Translation System of Indic Languages -- An Attention based Approach | Feb 2, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| AMR Similarity Metrics from Principles | Jan 29, 2020 | Abstract Meaning RepresentationComputational Efficiency | CodeCode Available | 1 |
| Controlling generative models with continuous factors of variations | Jan 28, 2020 | Translation | CodeCode Available | 1 |
| PMIndia -- A Collection of Parallel Corpora of Languages of India | Jan 27, 2020 | Machine TranslationMultilingual NLP | CodeCode Available | 1 |
| 6D Object Pose Regression via Supervised Learning on Point Clouds | Jan 24, 2020 | Objectregression | CodeCode Available | 1 |
| Multilingual Denoising Pre-training for Neural Machine Translation | Jan 22, 2020 | DecoderDenoising | CodeCode Available | 1 |
| A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation | Jan 22, 2020 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| TEASER: Fast and Certifiable Point Cloud Registration | Jan 21, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Non-Autoregressive Machine Translation with Disentangled Context Transformer | Jan 15, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Deep Image Translation with an Affinity-Based Change Prior for Unsupervised Multimodal Change Detection | Jan 13, 2020 | Change DetectionTranslation | CodeCode Available | 1 |
| Non-autoregressive Translation with Disentangled Context Transformer | Jan 1, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| A Survey on Document-level Neural Machine Translation: Methods and Evaluation | Dec 18, 2019 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Asymmetric GANs for Image-to-Image Translation | Dec 14, 2019 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| A Resource for Computational Experiments on Mapudungun | Dec 4, 2019 | Machine Translationspeech-recognition | CodeCode Available | 1 |
| StarGAN v2: Diverse Image Synthesis for Multiple Domains | Dec 4, 2019 | DiversityFundus to Angiography Generation | CodeCode Available | 1 |
| Modeling Fluency and Faithfulness for Diverse Neural Machine Translation | Nov 30, 2019 | Machine TranslationPrediction | CodeCode Available | 1 |
| Transform-Invariant Convolutional Neural Networks for Image Classification and Search | Nov 28, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Self-attention with Functional Time Representation Learning | Nov 28, 2019 | Representation LearningTranslation | CodeCode Available | 1 |
| DeFINE: DEep Factorized INput Token Embeddings for Neural Sequence Modeling | Nov 27, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| Outbound Translation User Interface Ptakopet: A Pilot Study | Nov 25, 2019 | Translation | CodeCode Available | 1 |
| Breaking the cycle -- Colleagues are all you need | Nov 24, 2019 | AllImage-to-Image Translation | CodeCode Available | 1 |
| Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks | Nov 22, 2019 | DecoderGeneral Knowledge | CodeCode Available | 1 |
| WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis | Nov 12, 2019 | Fault DiagnosisManagement | CodeCode Available | 1 |
| Data Diversification: A Simple Strategy For Neural Machine Translation | Nov 5, 2019 | Knowledge DistillationMachine Translation | CodeCode Available | 1 |
| Multi-marginal Wasserstein GAN | Nov 3, 2019 | Image GenerationTranslation | CodeCode Available | 1 |
| The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali--English and Sinhala--English | Nov 1, 2019 | Machine TranslationTranslation | CodeCode Available | 1 |
| Masked Language Model Scoring | Oct 31, 2019 | AttributeDomain Adaptation | CodeCode Available | 1 |
| BPE-Dropout: Simple and Effective Subword Regularization | Oct 29, 2019 | Machine TranslationSegmentation | CodeCode Available | 1 |
| BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension | Oct 29, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Generative Pre-Training for Speech with Autoregressive Predictive Coding | Oct 23, 2019 | Representation LearningSpeaker Identification | CodeCode Available | 1 |
| Clotho: An Audio Captioning Dataset | Oct 21, 2019 | Audio captioningDiversity | CodeCode Available | 1 |
| Target-Oriented Deformation of Visual-Semantic Embedding Space | Oct 15, 2019 | Cross-Modal RetrievalDiversity | CodeCode Available | 1 |
| MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis | Oct 8, 2019 | CPUGPU | CodeCode Available | 1 |
| Improvements to Target-Based 3D LiDAR to Camera Calibration | Oct 7, 2019 | Camera CalibrationPose Estimation | CodeCode Available | 1 |
| Monotonic Multihead Attention | Sep 26, 2019 | DecoderMachine Translation | CodeCode Available | 1 |
| Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition | Sep 26, 2019 | Data AugmentationImage-to-Image Translation | CodeCode Available | 1 |
| Reducing Transformer Depth on Demand with Structured Dropout | Sep 25, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cross-Lingual Natural Language Generation via Pre-Training | Sep 23, 2019 | Abstractive Text SummarizationCross-Lingual Transfer | CodeCode Available | 1 |
| Espresso: A Fast End-to-end Neural Speech Recognition Toolkit | Sep 18, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Unsupervised Sketch-to-Photo Synthesis | Sep 18, 2019 | ColorizationData Augmentation | CodeCode Available | 1 |
| Multi-mapping Image-to-Image Translation via Learning Disentanglement | Sep 17, 2019 | DecoderDisentanglement | CodeCode Available | 1 |
| Ouroboros: On Accelerating Training of Transformer-Based Language Models | Sep 14, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
