| Improved iterative methods for solving risk parity portfolio | Feb 28, 2022 | | CodeCode Available | 2 |
| LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding | Feb 28, 2022 | Document Image Classificationdocument understanding | CodeCode Available | 2 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| SUNet: Swin Transformer UNet for Image Denoising | Feb 28, 2022 | DenoisingImage Denoising | CodeCode Available | 2 |
| Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey | Feb 28, 2022 | Autonomous DrivingRepresentation Learning | CodeCode Available | 2 |
| ICASSP 2022 Acoustic Echo Cancellation Challenge | Feb 27, 2022 | Acoustic echo cancellationSpeech Enhancement | CodeCode Available | 2 |
| Healthsheet: Development of a Transparency Artifact for Health Datasets | Feb 26, 2022 | Diagnostic | CodeCode Available | 2 |
| Visual Speech Recognition for Multiple Languages in the Wild | Feb 26, 2022 | Hyperparameter OptimizationLipreading | CodeCode Available | 2 |
| Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors | Feb 26, 2022 | Blind Super-ResolutionDecoder | CodeCode Available | 2 |
| Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields Translation | Feb 26, 2022 | 3D-Aware Image SynthesisImage Generation | CodeCode Available | 2 |
| Model Comparison and Calibration Assessment: User Guide for Consistent Scoring Functions in Machine Learning and Actuarial Practice | Feb 25, 2022 | | CodeCode Available | 2 |
| NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs | Feb 25, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| 6D Rotation Representation For Unconstrained Head Pose Estimation | Feb 25, 2022 | Head Pose EstimationPose Estimation | CodeCode Available | 2 |
| DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep Association | Feb 24, 2022 | 3D Multi-Object TrackingMulti-Object Tracking | CodeCode Available | 2 |
| Situational Graphs for Robot Navigation in Structured Indoor Environments | Feb 24, 2022 | Pose EstimationRobot Navigation | CodeCode Available | 2 |
| StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation | Feb 24, 2022 | Style TransferTranslation | CodeCode Available | 2 |
| M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction | Feb 24, 2022 | Open-Ended Question AnsweringPrediction | CodeCode Available | 2 |
| Self-Distilled StyleGAN: Towards Generation from Internet Photos | Feb 24, 2022 | Image Generation | CodeCode Available | 2 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training | Feb 23, 2022 | Question Answering | CodeCode Available | 2 |
| Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation | Feb 23, 2022 | Efficient ExplorationNavigate | CodeCode Available | 2 |
| Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut | Feb 23, 2022 | Objectobject-detection | CodeCode Available | 2 |
| Differentiable and Learnable Robot Models | Feb 22, 2022 | | CodeCode Available | 2 |
| StickyLand: Breaking the Linear Presentation of Computational Notebooks | Feb 22, 2022 | | CodeCode Available | 2 |
| FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators | Feb 22, 2022 | Weather Forecasting | CodeCode Available | 2 |
| GroupViT: Semantic Segmentation Emerges from Text Supervision | Feb 22, 2022 | Object DetectionScene Understanding | CodeCode Available | 2 |
| KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems | Feb 22, 2022 | Conversational RecommendationRecommendation Systems | CodeCode Available | 2 |
| Counterfactual Phenotyping with Censored Time-to-Events | Feb 22, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 2 |
| Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking | Feb 22, 2022 | Multi-agent Reinforcement LearningMulti-Object Tracking | CodeCode Available | 2 |
| CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing | Feb 21, 2022 | Few-Shot LearningSentence | CodeCode Available | 2 |
| Vision-Language Pre-Training with Triple Contrastive Learning | Feb 21, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 2 |
| ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond | Feb 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| A Self-Supervised Descriptor for Image Copy Detection | Feb 21, 2022 | Contrastive LearningCopy Detection | CodeCode Available | 2 |
| Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution | Feb 21, 2022 | | CodeCode Available | 2 |
| Contextual Semantic Embeddings for Ontology Subsumption Prediction | Feb 20, 2022 | Knowledge Graph EmbeddingsLanguage Modeling | CodeCode Available | 2 |
| Dynamic Spatial Propagation Network for Depth Completion | Feb 20, 2022 | Depth Completion | CodeCode Available | 2 |
| Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer | Feb 18, 2022 | Image ReconstructionPoint Cloud Completion | CodeCode Available | 2 |
| VLP: A Survey on Vision-Language Pre-training | Feb 18, 2022 | Survey | CodeCode Available | 2 |
| Continuous-Time vs. Discrete-Time Vision-based SLAM: A Comparative Study | Feb 17, 2022 | | CodeCode Available | 2 |
| SGPT: GPT Sentence Embeddings for Semantic Search | Feb 17, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 2 |
| Graph Data Augmentation for Graph Machine Learning: A Survey | Feb 17, 2022 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 2 |
| VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning | Feb 17, 2022 | Deep Reinforcement LearningOffline RL | CodeCode Available | 2 |
| ActionFormer: Localizing Moments of Actions with Transformers | Feb 16, 2022 | Action LocalizationAction Recognition | CodeCode Available | 2 |
| A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications | Feb 16, 2022 | Drug DiscoveryGraph Representation Learning | CodeCode Available | 2 |
| Raspberry PI Shield - for measure EEG (PIEEG) | Feb 16, 2022 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| Forecasting Global Weather with Graph Neural Networks | Feb 15, 2022 | | CodeCode Available | 2 |
| Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model | Feb 15, 2022 | Depression DetectionDiagnostic | CodeCode Available | 2 |
| General-purpose, long-context autoregressive modeling with Perceiver AR | Feb 15, 2022 | Density EstimationLanguage Modelling | CodeCode Available | 2 |
| Deep Constrained Least Squares for Blind Image Super-Resolution | Feb 15, 2022 | Blind Super-ResolutionDeblurring | CodeCode Available | 2 |
| textless-lib: a Library for Textless Spoken Language Processing | Feb 15, 2022 | Resynthesis | CodeCode Available | 2 |