| Tutorial on amortized optimization | Feb 1, 2022 | Meta-Learningreinforcement-learning | CodeCode Available | 2 |
| Chemformer: a pre-trained transformer for computational chemistry | Jan 31, 2022 | Computational chemistryRetrosynthesis | CodeCode Available | 2 |
| Third Time's the Charm? Image and Video Editing with StyleGAN3 | Jan 31, 2022 | DisentanglementImage Generation | CodeCode Available | 2 |
| Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism | Jan 31, 2022 | Graph Learning | CodeCode Available | 2 |
| Trajectory balance: Improved credit assignment in GFlowNets | Jan 31, 2022 | Diversity | CodeCode Available | 2 |
| You Only Demonstrate Once: Category-Level Manipulation from Single Visual Demonstration | Jan 30, 2022 | 3D Object TrackingIndustrial Robots | CodeCode Available | 2 |
| SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video | Jan 30, 2022 | 3D Human ReconstructionNeural Rendering | CodeCode Available | 2 |
| FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting | Jan 30, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images | Jan 30, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 2 |
| N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting | Jan 30, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| The KFIoU Loss for Rotated Object Detection | Jan 29, 2022 | Objectobject-detection | CodeCode Available | 2 |
| Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions | Jan 28, 2022 | 3D Point Cloud Classification3D Point Cloud Data Augmentation | CodeCode Available | 2 |
| DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR | Jan 28, 2022 | 2D Object DetectionObject Detection | CodeCode Available | 2 |
| Neural Optimal Transport | Jan 28, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 2 |
| Unifying Pairwise Interactions in Complex Dynamics | Jan 28, 2022 | Causal InferenceTime Series | CodeCode Available | 2 |
| FastFlows: Flow-Based Models for Molecular Graph Generation | Jan 28, 2022 | Graph GenerationMolecular Graph Generation | CodeCode Available | 2 |
| Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein | Jan 28, 2022 | All | CodeCode Available | 2 |
| Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval | Jan 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Deep Video Prior for Video Consistency and Propagation | Jan 27, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 2 |
| RelTR: Relation Transformer for Scene Graph Generation | Jan 27, 2022 | DecoderGraph Generation | CodeCode Available | 2 |
| A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles | Jan 27, 2022 | Autonomous VehiclesCyber Attack Detection | CodeCode Available | 2 |
| TableQuery: Querying tabular data with natural language | Jan 27, 2022 | Deep LearningNatural Language Queries | CodeCode Available | 2 |
| Denoising Diffusion Restoration Models | Jan 27, 2022 | ColorizationDeblurring | CodeCode Available | 2 |
| Synchromesh: Reliable code generation from pre-trained language models | Jan 26, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 2 |
| moolib: A Platform for Distributed RL | Jan 26, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| Anomaly Detection via Reverse Distillation from One-Class Embedding | Jan 26, 2022 | Anomaly Classification | CodeCode Available | 2 |
| When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism | Jan 26, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 |
| SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training | Jan 25, 2022 | DenoisingRepresentation Learning | CodeCode Available | 2 |
| City3D: Large-Scale Building Reconstruction from Airborne LiDAR Point Clouds | Jan 25, 2022 | Surface Reconstruction | CodeCode Available | 2 |
| ShapeFormer: Transformer-based Shape Completion via Sparse Representation | Jan 25, 2022 | Diversity | CodeCode Available | 2 |
| UniFormer: Unifying Convolution and Self-attention for Visual Recognition | Jan 24, 2022 | Image Classificationobject-detection | CodeCode Available | 2 |
| Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments | Jan 23, 2022 | geo-localizationMetric Learning | CodeCode Available | 2 |
| PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning | Jan 22, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 2 |
| GreaseLM: Graph REASoning Enhanced Language Models for Question Answering | Jan 21, 2022 | Knowledge GraphsMedical Question Answering | CodeCode Available | 2 |
| ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification | Jan 21, 2022 | BIG-bench Machine Learningimage-classification | CodeCode Available | 2 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 |
| Omnivore: A Single Model for Many Visual Modalities | Jan 20, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Uncertainty Quantification in Scientific Machine Learning: Methods, Metrics, and Comparisons | Jan 19, 2022 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 2 |
| Reinforcement Learning Textbook | Jan 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents | Jan 18, 2022 | Robot Task PlanningWorld Knowledge | CodeCode Available | 2 |
| TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data | Jan 18, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 2 |
| Unishox: A hybrid encoder for Short Unicode Strings | Jan 18, 2022 | | CodeCode Available | 2 |
| RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs | Jan 17, 2022 | Blind Face RestorationFace Reconstruction | CodeCode Available | 2 |
| Memory-assisted prompt editing to improve GPT-3 after deployment | Jan 16, 2022 | | CodeCode Available | 2 |
| UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models | Jan 16, 2022 | Few-Shot LearningQuestion Answering | CodeCode Available | 2 |
| COLD: A Benchmark for Chinese Offensive Language Detection | Jan 16, 2022 | | CodeCode Available | 2 |
| Toward Among-Device AI from On-Device AI with Stream Pipelines | Jan 16, 2022 | | CodeCode Available | 2 |
| A Survey on RGB-D Datasets | Jan 15, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers | Jan 13, 2022 | GPUObject | CodeCode Available | 2 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |