| MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control | Aug 15, 2022 | Humanoid Control | CodeCode Available | 2 |
| Frouros: A Python library for drift detection in machine learning systems | Aug 14, 2022 | Drift Detection | CodeCode Available | 2 |
| Flow-Guided Transformer for Video Inpainting | Aug 14, 2022 | RetrievalVideo Inpainting | CodeCode Available | 2 |
| Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models | Aug 13, 2022 | Deep Learning | CodeCode Available | 2 |
| Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification | Aug 13, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training | Aug 12, 2022 | GPU | CodeCode Available | 2 |
| Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning | Aug 12, 2022 | D4RLOffline RL | CodeCode Available | 2 |
| Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting | Aug 10, 2022 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| LAMDA-SSL: Semi-Supervised Learning in Python | Aug 9, 2022 | | CodeCode Available | 2 |
| Simplified State Space Layers for Sequence Modeling | Aug 9, 2022 | Computational EfficiencyListOps | CodeCode Available | 2 |
| Occlusion-Aware Instance Segmentation via BiLayer Network Architectures | Aug 8, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 2 |
| Deep Patch Visual Odometry | Aug 8, 2022 | Monocular Visual OdometryVisual Odometry | CodeCode Available | 2 |
| FRA-RIR: Fast Random Approximation of the Image-source Method | Aug 8, 2022 | DenoisingGPU | CodeCode Available | 2 |
| 3D Vision with Transformers: A Survey | Aug 8, 2022 | Pose EstimationSurvey | CodeCode Available | 2 |
| Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model | Aug 8, 2022 | Aerial Scene ClassificationFew-Shot Learning | CodeCode Available | 2 |
| No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects | Aug 7, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles | Aug 5, 2022 | Autonomous VehiclesIntrusion Detection | CodeCode Available | 2 |
| A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning | Aug 5, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 |
| Vision-Centric BEV Perception: A Survey | Aug 4, 2022 | Survey | CodeCode Available | 2 |
| MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth | Aug 4, 2022 | 3D ReconstructionPoint Clouds | CodeCode Available | 2 |
| YOLO-FaceV2: A Scale and Occlusion Aware Face Detector | Aug 3, 2022 | Face Detection | CodeCode Available | 2 |
| Flow Annealed Importance Sampling Bootstrap | Aug 3, 2022 | | CodeCode Available | 2 |
| MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training | Aug 3, 2022 | Instance SegmentationSegmentation | CodeCode Available | 2 |
| Deep Reinforcement Learning for Multi-Agent Interaction | Aug 2, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 2 |
| AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model | Aug 2, 2022 | Causal Language ModelingCommon Sense Reasoning | CodeCode Available | 2 |
| Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours | Aug 2, 2022 | Text Classification | CodeCode Available | 2 |
| AvatarGen: a 3D Generative Model for Animatable Human Avatars | Aug 1, 2022 | 3D Human Reconstruction | CodeCode Available | 2 |
| Physics-inform attention temporal convolutional network for EEG-based motor imagery classification | Aug 1, 2022 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| What Can Transformers Learn In-Context? A Case Study of Simple Function Classes | Aug 1, 2022 | In-Context Learning | CodeCode Available | 2 |
| Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI | Jul 31, 2022 | | CodeCode Available | 2 |
| Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation | Jul 30, 2022 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 2 |
| MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures | Jul 30, 2022 | NeRFNovel View Synthesis | CodeCode Available | 2 |
| PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds | Jul 30, 2022 | 3D Object Detection3D Unsupervised Domain Adaptation | CodeCode Available | 2 |
| Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models | Jul 29, 2022 | DenoisingImage Restoration | CodeCode Available | 2 |
| Language Models Can Teach Themselves to Program Better | Jul 29, 2022 | Code Generation | CodeCode Available | 2 |
| Neural Density-Distance Fields | Jul 29, 2022 | NeRFNovel View Synthesis | CodeCode Available | 2 |
| Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion | Jul 28, 2022 | Objectobject-detection | CodeCode Available | 2 |
| Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer | Jul 28, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Skeleton-free Pose Transfer for Stylized 3D Characters | Jul 28, 2022 | Pose Transfer | CodeCode Available | 2 |
| SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation | Jul 28, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions | Jul 28, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 |
| Depth Field Networks for Generalizable Multi-view Scene Representation | Jul 28, 2022 | Data AugmentationDepth Estimation | CodeCode Available | 2 |
| Efficient Training of Language Models to Fill in the Middle | Jul 28, 2022 | Data Augmentation | CodeCode Available | 2 |
| AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing | Jul 27, 2022 | Mixed RealityPose Estimation | CodeCode Available | 2 |
| ALBench: A Framework for Evaluating Active Learning in Object Detection | Jul 27, 2022 | Active Learningimage-classification | CodeCode Available | 2 |
| Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields | Jul 27, 2022 | Denoising | CodeCode Available | 2 |
| GAUDI: A Neural Architect for Immersive 3D Scene Generation | Jul 27, 2022 | Image GenerationScene Generation | CodeCode Available | 2 |
| Is Attention All That NeRF Needs? | Jul 27, 2022 | AllGeneralizable Novel View Synthesis | CodeCode Available | 2 |
| ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization | Jul 27, 2022 | 3D Shape Reconstruction3D Shape Reconstruction From A Single 2D Image | CodeCode Available | 2 |