| Spark NLP: Natural Language Understanding at Scale | Jan 26, 2021 | BIG-bench Machine LearningNatural Language Understanding | CodeCode Available | 2 |
| Identity-aware Graph Neural Networks | Jan 25, 2021 | Graph ClassificationGraph Property Prediction | CodeCode Available | 2 |
| Simplifying Object Segmentation with PixelLib Library | Jan 20, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs | Jan 18, 2021 | 3D ReconstructionObject Localization | CodeCode Available | 2 |
| Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation | Jan 16, 2021 | Recommendation SystemsSelf-Supervised Learning | CodeCode Available | 2 |
| GAN Inversion: A Survey | Jan 14, 2021 | Image ManipulationImage Restoration | CodeCode Available | 2 |
| FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference | Jan 13, 2021 | Code GenerationDeep Learning | CodeCode Available | 2 |
| Fast convolutional neural networks on FPGAs with hls4ml | Jan 13, 2021 | Model CompressionQuantization | CodeCode Available | 2 |
| Boundary-Aware Segmentation Network for Mobile and Web Applications | Jan 12, 2021 | Camouflaged Object SegmentationDecoder | CodeCode Available | 2 |
| FaceX-Zoo: A PyTorch Toolbox for Face Recognition | Jan 12, 2021 | Face Recognition | CodeCode Available | 2 |
| PyHealth: A Python Library for Health Predictive Models | Jan 11, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 2 |
| RepVGG: Making VGG-style ConvNets Great Again | Jan 11, 2021 | GPUImage Classification | CodeCode Available | 2 |
| Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity | Jan 11, 2021 | Language ModellingMixture-of-Experts | CodeCode Available | 2 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| TextBox: A Unified, Modularized, and Extensible Framework for Text Generation | Jan 6, 2021 | Text Generation | CodeCode Available | 2 |
| I-BERT: Integer-only BERT Quantization | Jan 5, 2021 | GPUNatural Language Inference | CodeCode Available | 2 |
| VinVL: Revisiting Visual Representations in Vision-Language Models | Jan 2, 2021 | Image CaptioningImage-text matching | CodeCode Available | 2 |
| Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval | Jan 2, 2021 | Claim VerificationQuestion Answering | CodeCode Available | 2 |
| MDETR - Modulated Detection for End-to-End Multi-Modal Understanding | Jan 1, 2021 | Phrase GroundingQuestion Answering | CodeCode Available | 2 |
| The Pile: An 800GB Dataset of Diverse Text for Language Modeling | Dec 31, 2020 | DiversityLanguage Modeling | CodeCode Available | 2 |
| Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans | Dec 31, 2020 | Novel View SynthesisRepresentation Learning | CodeCode Available | 2 |
| Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers | Dec 31, 2020 | DecoderMedical Image Segmentation | CodeCode Available | 2 |
| Global Context Networks | Dec 24, 2020 | Instance SegmentationObject Detection | CodeCode Available | 2 |
| Learning Dense Representations of Phrases at Scale | Dec 23, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 2 |
| Few-Shot Text Generation with Pattern-Exploiting Training | Dec 22, 2020 | Headline Generationtext-classification | CodeCode Available | 2 |
| YolactEdge: Real-time Instance Segmentation on the Edge | Dec 22, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 2 |
| FlowDB a large scale precipitation, river, and flash flood dataset | Dec 21, 2020 | Multivariate Time Series Forecasting | CodeCode Available | 2 |
| Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations | Dec 18, 2020 | 3D Object Detection3D Object Tracking | CodeCode Available | 2 |
| Twelve years of SAMtools and BCFtools | Dec 18, 2020 | | CodeCode Available | 2 |
| Learning to Recover 3D Scene Shape from a Single Image | Dec 17, 2020 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 2 |
| Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions | Dec 17, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 2 |
| Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning | Dec 16, 2020 | Model-based Reinforcement LearningPrediction | CodeCode Available | 2 |
| Learning Continuous Image Representation with Local Implicit Image Function | Dec 16, 2020 | 3D ReconstructionImage Super-Resolution | CodeCode Available | 2 |
| Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching | Dec 16, 2020 | Combinatorial OptimizationDecision Making | CodeCode Available | 2 |
| Improved StyleGAN Embedding: Where are the Good Latents? | Dec 13, 2020 | Diversity | CodeCode Available | 2 |
| Learning an Animatable Detailed 3D Face Model from In-The-Wild Images | Dec 7, 2020 | 3D Face Alignment3D Face Animation | CodeCode Available | 2 |
| Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language | Dec 4, 2020 | | CodeCode Available | 2 |
| pixelNeRF: Neural Radiance Fields from One or Few Images | Dec 3, 2020 | 3D ReconstructionGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| A Photogrammetry-based Framework to Facilitate Image-based Modeling and Automatic Camera Tracking | Dec 2, 2020 | | CodeCode Available | 2 |
| Learning to summarize with human feedback | Dec 1, 2020 | Articles | CodeCode Available | 2 |
| Monster Mash: A Single-View Approach to Casual 3D Modeling and Animation | Dec 1, 2020 | Image Generation | CodeCode Available | 2 |
| JAX MD: A Framework for Differentiable Physics | Dec 1, 2020 | GPU | CodeCode Available | 2 |
| Feature Learning in Infinite-Width Neural Networks | Nov 30, 2020 | Few-Shot LearningTransfer Learning | CodeCode Available | 2 |
| HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation | Nov 30, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 |
| Differentiable Vector Graphics Rasterization for Editing and Learning | Nov 26, 2020 | Vector Graphics | CodeCode Available | 2 |
| KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting | Nov 26, 2020 | Knowledge GraphsRepresentation Learning | CodeCode Available | 2 |
| Sparse R-CNN: End-to-End Object Detection with Learnable Proposals | Nov 25, 2020 | 2D Object DetectionObject | CodeCode Available | 2 |
| StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation | Nov 25, 2020 | AttributeImage Generation | CodeCode Available | 2 |
| MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition | Nov 24, 2020 | GPUImage Matting | CodeCode Available | 2 |
| GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields | Nov 24, 2020 | Image GenerationNeural Rendering | CodeCode Available | 2 |