| Efficient Geometry-aware 3D Generative Adversarial Networks | Dec 15, 2021 | 3D geometryComputational Efficiency | CodeCode Available | 2 |
| FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance | Dec 13, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning | Dec 11, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields | Dec 9, 2021 | NeRFNovel View Synthesis | CodeCode Available | 2 |
| Plenoxels: Radiance Fields without Neural Networks | Dec 9, 2021 | | CodeCode Available | 2 |
| GAN-Supervised Dense Visual Alignment | Dec 9, 2021 | Data AugmentationDense Pixel Correspondence Estimation | CodeCode Available | 2 |
| Improving Image Restoration by Revisiting Global Information Aggregation | Dec 8, 2021 | Color Image DenoisingDeblurring | CodeCode Available | 2 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Grounded Language-Image Pre-training | Dec 7, 2021 | 2D Object DetectionDescribed Object Detection | CodeCode Available | 2 |
| Godot Reinforcement Learning Agents | Dec 7, 2021 | CPUreinforcement-learning | CodeCode Available | 2 |
| Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems | Dec 2, 2021 | graph constructionGraph Neural Network | CodeCode Available | 2 |
| Zero-Shot Text-Guided Object Generation with Dream Fields | Dec 2, 2021 | Neural RenderingObject | CodeCode Available | 2 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 |
| ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction | Dec 2, 2021 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer | Dec 1, 2021 | | CodeCode Available | 2 |
| A General Language Assistant as a Laboratory for Alignment | Dec 1, 2021 | Imitation Learning | CodeCode Available | 2 |
| Compositional Transformers for Scene Generation | Dec 1, 2021 | DisentanglementImage Generation | CodeCode Available | 2 |
| Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning | Dec 1, 2021 | DisentanglementDiversity | CodeCode Available | 2 |
| HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing | Nov 30, 2021 | | CodeCode Available | 2 |
| gCastle: A Python Toolbox for Causal Discovery | Nov 30, 2021 | Causal DiscoveryGPU | CodeCode Available | 2 |
| NeuralProphet: Explainable Forecasting at Scale | Nov 29, 2021 | Decision MakingPhilosophy | CodeCode Available | 2 |
| GMFlow: Learning Optical Flow via Global Matching | Nov 26, 2021 | Optical Flow Estimationregression | CodeCode Available | 2 |
| How Well Do Sparse Imagenet Models Transfer? | Nov 26, 2021 | Transfer Learning | CodeCode Available | 2 |
| NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images | Nov 26, 2021 | NeRFNovel View Synthesis | CodeCode Available | 2 |
| Investigating Tradeoffs in Real-World Video Super-Resolution | Nov 24, 2021 | BenchmarkingSuper-Resolution | CodeCode Available | 2 |
| Extracting Triangular 3D Models, Materials, and Lighting From Images | Nov 24, 2021 | Depth PredictionImage Relighting | CodeCode Available | 2 |
| TWEETSUMM -- A Dialog Summarization Dataset for Customer Service | Nov 23, 2021 | Extractive SummarizationUnsupervised Extractive Summarization | CodeCode Available | 2 |
| Neural Fields in Visual Computing and Beyond | Nov 22, 2021 | 3D ReconstructionImage Animation | CodeCode Available | 2 |
| Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction | Nov 22, 2021 | GPUNeRF | CodeCode Available | 2 |
| ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning | Nov 22, 2021 | DenoisingMulti-Task Learning | CodeCode Available | 2 |
| MetaFormer Is Actually What You Need for Vision | Nov 22, 2021 | Image ClassificationObject Detection | CodeCode Available | 2 |
| PaddleRec | Nov 19, 2021 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 2 |
| PyTorchVideo: A Deep Learning Library for Video Understanding | Nov 18, 2021 | Deep LearningSelf-Supervised Learning | CodeCode Available | 2 |
| DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing | Nov 18, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ClipCap: CLIP Prefix for Image Captioning | Nov 18, 2021 | Image CaptioningLanguage Modeling | CodeCode Available | 2 |
| TorchGeo: Deep Learning With Geospatial Data | Nov 17, 2021 | Deep LearningTransfer Learning | CodeCode Available | 2 |
| Compositional Transformers for Scene Generation | Nov 17, 2021 | DisentanglementScene Generation | CodeCode Available | 2 |
| MOROCCO: Model Resource Comparison Framework | Nov 16, 2021 | Computational Efficiencymodel | CodeCode Available | 2 |
| Attention Mechanisms in Computer Vision: A Survey | Nov 15, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| High-Quality Real Time Facial Capture Based on Single Camera | Nov 15, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 2 |
| PySINDy: A comprehensive Python package for robust sparse system identification | Nov 12, 2021 | Model Discoveryregression | CodeCode Available | 2 |
| Palette: Image-to-Image Diffusion Models | Nov 10, 2021 | ColorizationDenoising | CodeCode Available | 2 |
| RAVE: A variational autoencoder for fast and high-quality neural audio synthesis | Nov 9, 2021 | Audio SynthesisCPU | CodeCode Available | 2 |
| Deep Neural Networks to Detect Weeds from Crops in Agricultural Environments in Real-Time: A Review | Nov 8, 2021 | Object DetectionTransfer Learning | CodeCode Available | 2 |
| SPANN: Highly-efficient Billion-scale Approximate Nearest Neighbor Search | Nov 5, 2021 | | CodeCode Available | 2 |
| Omnipose: a high-precision, morphology-independent solution for bacterial cell segmentation | Nov 5, 2021 | Cell SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| LibCity: An Open Library for Traffic Prediction | Nov 4, 2021 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 2 |
| OpenPrompt: An Open-source Framework for Prompt-learning | Nov 3, 2021 | Prompt Learning | CodeCode Available | 2 |
| Designing Inherently Interpretable Machine Learning Models | Nov 2, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 2 |
| TorchXRayVision: A library of chest X-ray datasets and models | Oct 31, 2021 | Image ClassificationMedical Image Retrieval | CodeCode Available | 2 |