| Difference-in-Differences Estimation with Spatial Spillovers | May 8, 2021 | counterfactual | CodeCode Available | 3 |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 |
| Syft 0.5: A Platform for Universally Deployable Structured Transparency | Apr 26, 2021 | Privacy Preserving | CodeCode Available | 3 |
| Motion Representations for Articulated Animation | Apr 22, 2021 | ObjectVideo Reconstruction | CodeCode Available | 3 |
| RoFormer: Enhanced Transformer with Rotary Position Embedding | Apr 20, 2021 | PositionSemantic Text Matching | CodeCode Available | 3 |
| A Novel Non-population-based Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing | Apr 17, 2021 | Philosophy | CodeCode Available | 3 |
| Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer | Apr 12, 2021 | Style Transfer | CodeCode Available | 3 |
| Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog | Apr 11, 2021 | Semantic Parsing | CodeCode Available | 3 |
| Do We Need Anisotropic Graph Neural Networks? | Apr 3, 2021 | Graph Neural Network | CodeCode Available | 3 |
| Aggregated Contextual Transformations for High-Resolution Image Inpainting | Apr 3, 2021 | Image InpaintingTexture Synthesis | CodeCode Available | 3 |
| EfficientNetV2: Smaller Models and Faster Training | Apr 1, 2021 | AutoMLClassification | CodeCode Available | 3 |
| AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment | Mar 30, 2021 | AutoMLStock Prediction | CodeCode Available | 3 |
| Vision Transformers for Dense Prediction | Mar 24, 2021 | DecoderDepth Estimation | CodeCode Available | 3 |
| Robust and Accurate Object Detection via Adversarial Learning | Mar 23, 2021 | AutoMLData Augmentation | CodeCode Available | 3 |
| UNETR: Transformers for 3D Medical Image Segmentation | Mar 18, 2021 | 3D Medical Imaging SegmentationDecoder | CodeCode Available | 3 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Mar 18, 2021 | Abstractive Text SummarizationClassification | CodeCode Available | 3 |
| A Parallelizable Lattice Rescoring Strategy with Neural Language Models | Mar 8, 2021 | ARCAutomatic Speech Recognition | CodeCode Available | 3 |
| Zero-Shot Text-to-Image Generation | Feb 24, 2021 | Image GenerationText to Image Generation | CodeCode Available | 3 |
| Improved Denoising Diffusion Probabilistic Models | Feb 18, 2021 | DenoisingImage Generation | CodeCode Available | 3 |
| Ivy: Templated Deep Learning for Inter-Framework Portability | Feb 4, 2021 | Deep Learning | CodeCode Available | 3 |
| WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit | Feb 2, 2021 | Decoderspeech-recognition | CodeCode Available | 3 |
| A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit | Jan 25, 2021 | Objectobject-detection | CodeCode Available | 3 |
| Characterizing signal propagation to close the performance gap in unnormalized ResNets | Jan 21, 2021 | | CodeCode Available | 3 |
| Prefix-Tuning: Optimizing Continuous Prompts for Generation | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora | Dec 31, 2020 | SentenceTranslation | CodeCode Available | 3 |
| Towards Fully Automated Manga Translation | Dec 28, 2020 | Machine TranslationTranslation | CodeCode Available | 3 |
| Neural Volume Rendering: NeRF And Beyond | Dec 17, 2020 | NeRF | CodeCode Available | 3 |
| Real-Time High-Resolution Background Matting | Dec 14, 2020 | 4kGPU | CodeCode Available | 3 |
| River: machine learning for streaming data in Python | Dec 8, 2020 | BIG-bench Machine LearningContinual Learning | CodeCode Available | 3 |
| Characterization of Excess Risk for Locally Strongly Convex Population Risk | Dec 4, 2020 | | CodeCode Available | 3 |
| BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond | Dec 3, 2020 | Super-ResolutionVideo deraining | CodeCode Available | 3 |
| PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods | Dec 1, 2020 | Graph LearningLanguage Modeling | CodeCode Available | 3 |
| Differentiable Data Augmentation with Kornia | Nov 19, 2020 | Image AugmentationImage Manipulation | CodeCode Available | 3 |
| FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| DoWhy: An End-to-End Library for Causal Inference | Nov 9, 2020 | Causal Inferencevalid | CodeCode Available | 3 |
| Learning Neural Event Functions for Ordinary Differential Equations | Nov 8, 2020 | Point Processes | CodeCode Available | 3 |
| ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Deformable DETR: Deformable Transformers for End-to-End Object Detection | Oct 8, 2020 | 2D Object DetectionObject Detection | CodeCode Available | 3 |
| WantWords: An Open-source Online Reverse Dictionary System | Oct 1, 2020 | Reverse Dictionary | CodeCode Available | 3 |
| Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX) | Sep 28, 2020 | | CodeCode Available | 3 |
| Texture Memory-Augmented Deep Patch-Based Image Inpainting | Sep 28, 2020 | Image InpaintingRetrieval | CodeCode Available | 3 |
| Parametric UMAP embeddings for representation and semi-supervised learning | Sep 27, 2020 | Dimensionality Reduction | CodeCode Available | 3 |
| N-LTP: An Open-source Neural Language Technology Platform for Chinese | Sep 24, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 3 |
| CodeBLEU: a Method for Automatic Evaluation of Code Synthesis | Sep 22, 2020 | Code TranslationTranslation | CodeCode Available | 3 |
| MA-Net: A Multi-Scale Attention Network for Liver and Tumor Segmentation | Sep 21, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 3 |
| "Hey, that's not an ODE": Faster ODE Adjoints via Seminorms | Sep 20, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 3 |
| Distributional Generalization: A New Kind of Generalization | Sep 17, 2020 | 2D Object Detection | CodeCode Available | 3 |
| Large-Scale Intelligent Microservices | Sep 17, 2020 | Anomaly Detection | CodeCode Available | 3 |
| Old Photo Restoration via Deep Latent Space Translation | Sep 14, 2020 | Image RestorationTranslation | CodeCode Available | 3 |
| Applications of Deep Neural Networks with Keras | Sep 11, 2020 | Deep LearningTime Series | CodeCode Available | 3 |