| A Review of Single-Source Deep Unsupervised Visual Domain Adaptation | Sep 1, 2020 | Domain AdaptationUnsupervised Domain Adaptation | CodeCode Available | 3 |
| A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild | Aug 23, 2020 | AllMORPH | CodeCode Available | 3 |
| PyTorch Metric Learning | Aug 20, 2020 | Metric Learning | CodeCode Available | 3 |
| Biomedical and Clinical English Model Packages in the Stanza Python NLP Library | Jul 29, 2020 | GPUNamed Entity Recognition | CodeCode Available | 3 |
| A Survey on Performance Metrics for Object-Detection Algorithms | Jul 21, 2020 | BenchmarkingObject | CodeCode Available | 3 |
| Accelerating 3D Deep Learning with PyTorch3D | Jul 16, 2020 | Autonomous VehiclesDeep Learning | CodeCode Available | 3 |
| Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning | Jul 8, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 3 |
| wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations | Jun 20, 2020 | QuantizationSelf-Supervised Learning | CodeCode Available | 3 |
| Is deep learning necessary for simple classification tasks? | Jun 11, 2020 | AutoMLBinary Classification | CodeCode Available | 3 |
| On Noise Injection in Generative Adversarial Networks | Jun 10, 2020 | Image Generation | CodeCode Available | 3 |
| Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection | Jun 8, 2020 | Dense Object DetectionGeneral Classification | CodeCode Available | 3 |
| Local motion phases for learning multi-contact character movements | Jun 1, 2020 | | CodeCode Available | 3 |
| Travel Time Prediction using Tree-Based Ensembles | May 28, 2020 | Prediction | CodeCode Available | 3 |
| Language Models are Few-Shot Learners | May 28, 2020 | answerability predictionArticles | CodeCode Available | 3 |
| U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection | May 18, 2020 | Dichotomous Image SegmentationGPU | CodeCode Available | 3 |
| Wake Word Detection with Alignment-Free Lattice-Free MMI | May 17, 2020 | Decoder | CodeCode Available | 3 |
| Conformer: Convolution-augmented Transformer for Speech Recognition | May 16, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes | May 10, 2020 | Binary ClassificationClassification | CodeCode Available | 3 |
| Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect | May 5, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 3 |
| CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization | Apr 30, 2020 | Deep Learning | CodeCode Available | 3 |
| Jukebox: A Generative Model for Music | Apr 30, 2020 | model | CodeCode Available | 3 |
| Revisiting Pre-Trained Models for Chinese Natural Language Processing | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| YOLOv4: Optimal Speed and Accuracy of Object Detection | Apr 23, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 3 |
| Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System | Apr 23, 2020 | Scheduling | CodeCode Available | 3 |
| ivis Dimensionality Reduction Framework for Biomacromolecular Simulations | Apr 22, 2020 | Dimensionality Reduction | CodeCode Available | 3 |
| Bringing Old Photos Back to Life | Apr 20, 2020 | Image RestorationTranslation | CodeCode Available | 3 |
| ResNeSt: Split-Attention Networks | Apr 19, 2020 | image-classificationImage Classification | CodeCode Available | 3 |
| A Large Dataset of Historical Japanese Documents with Complex Layouts | Apr 18, 2020 | Document Layout Analysis | CodeCode Available | 3 |
| FDA: Fourier Domain Adaptation for Semantic Segmentation | Apr 11, 2020 | Domain AdaptationSegmentation | CodeCode Available | 3 |
| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 |
| 3D Photography using Context-aware Layered Depth Inpainting | Apr 9, 2020 | Novel View Synthesis | CodeCode Available | 3 |
| PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization | Apr 1, 2020 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 3 |
| Model-based Asynchronous Hyperparameter and Neural Architecture Search | Mar 24, 2020 | AutoMLBayesian Optimization | CodeCode Available | 3 |
| NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | Mar 19, 2020 | Generalizable Novel View SynthesisLow-Dose X-Ray Ct Reconstruction | CodeCode Available | 3 |
| AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data | Mar 13, 2020 | AutoMLMolecular Property Prediction | CodeCode Available | 3 |
| PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models | Mar 8, 2020 | Face HallucinationHallucination | CodeCode Available | 3 |
| First Order Motion Model for Image Animation | Feb 29, 2020 | Image Animationmodel | CodeCode Available | 3 |
| MNN: A Universal and Efficient Inference Engine | Feb 27, 2020 | Deep LearningDiversity | CodeCode Available | 3 |
| CausalML: Python Package for Causal Machine Learning | Feb 25, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 3 |
| Semi-Supervised Speech Recognition via Local Prior Matching | Feb 24, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 3 |
| Fawkes: Protecting Privacy against Unauthorized Deep Learning Models | Feb 19, 2020 | Deep LearningFace Recognition | CodeCode Available | 3 |
| Identifying Audio Adversarial Examples via Anomalous Pattern Detection | Feb 13, 2020 | | CodeCode Available | 3 |
| Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence | Feb 12, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 3 |
| GLU Variants Improve Transformer | Feb 12, 2020 | | CodeCode Available | 3 |
| Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings | Jan 24, 2020 | Program Synthesis | CodeCode Available | 3 |
| SQLFlow: A Bridge between SQL and Machine Learning | Jan 19, 2020 | BIG-bench Machine Learning | CodeCode Available | 3 |
| Deep Learning for Free-Hand Sketch: A Survey | Jan 8, 2020 | Deep LearningSurvey | CodeCode Available | 3 |
| SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks | Dec 25, 2019 | | CodeCode Available | 3 |
| Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting | Dec 19, 2019 | Interpretable Machine LearningTime Series | CodeCode Available | 3 |
| SynSin: End-to-end View Synthesis from a Single Image | Dec 18, 2019 | Novel View Synthesis | CodeCode Available | 3 |