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| Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions | Nov 29, 2021 | Crime Prediction | CodeCode Available | 1 |
| Unconstrained Scene Generation with Locally Conditioned Radiance Fields | Apr 1, 2021 | DiversityScene Generation | CodeCode Available | 1 |
| Handwriting Transformers | Apr 8, 2021 | DecoderImage Generation | CodeCode Available | 1 |
| TIGER: Temporal Interaction Graph Embedding with Restarts | Feb 13, 2023 | Graph Embedding | CodeCode Available | 1 |
| Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering | Dec 8, 2020 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras | Nov 10, 2020 | GPUPoint Cloud Registration | CodeCode Available | 1 |
| Self-supervised ECG Representation Learning for Emotion Recognition | Feb 4, 2020 | Emotion RecognitionMulti-Task Learning | CodeCode Available | 1 |
| Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems | Sep 15, 2021 | Super-Resolution | CodeCode Available | 1 |
| Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History | Dec 9, 2021 | | CodeCode Available | 1 |
| BN-NAS: Neural Architecture Search with Batch Normalization | Aug 16, 2021 | Neural Architecture Search | CodeCode Available | 1 |
| Logical Message Passing Networks with One-hop Inference on Atomic Formulas | Jan 21, 2023 | Complex Query AnsweringGraph Representation Learning | CodeCode Available | 1 |
| Lightweight Predictive 3D Gaussian Splats | Jun 27, 2024 | | CodeCode Available | 1 |
| A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes | Sep 15, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting | Jul 30, 2020 | ManagementTime Series | CodeCode Available | 1 |
| A Time-dependent SIR model for COVID-19 with Undetectable Infected Persons | Feb 28, 2020 | Time Series Analysis | CodeCode Available | 1 |
| Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning | Nov 3, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference | Dec 16, 2020 | Feature EngineeringMedical Question Answering | CodeCode Available | 1 |
| Predicting Patient Outcomes with Graph Representation Learning | Jan 11, 2021 | Graph Representation LearningLength-of-Stay prediction | CodeCode Available | 1 |
| An Efficient Asynchronous Method for Integrating Evolutionary and Gradient-based Policy Search | Dec 10, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| S-Agents: Self-organizing Agents in Open-ended Environments | Feb 7, 2024 | Minecraft | CodeCode Available | 1 |
| Deep Sketch-Based Modeling: Tips and Tricks | Nov 12, 2020 | Diversity | CodeCode Available | 1 |
| Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains | Jun 7, 2020 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation | Jan 2, 2021 | Representation Learningspeech-recognition | CodeCode Available | 1 |
| Affinity LCFCN: Learning to Segment Fish with Weak Supervision | Nov 6, 2020 | Segmentation | CodeCode Available | 1 |
| PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction | Sep 6, 2021 | Surface Reconstruction | CodeCode Available | 1 |
| Lifespan Age Transformation Synthesis | Mar 21, 2020 | Face Age EditingGenerative Adversarial Network | CodeCode Available | 1 |
| Retrieval & Interaction Machine for Tabular Data Prediction | Aug 11, 2021 | AttributeClick-Through Rate Prediction | CodeCode Available | 1 |
| Practical Quasi-Newton Methods for Training Deep Neural Networks | Jun 16, 2020 | | CodeCode Available | 1 |
| Moving outside the lab: The viability of conducting sensorimotor learning studies online | Jul 28, 2021 | | CodeCode Available | 1 |
| Refining BERT Embeddings for Document Hashing via Mutual Information Maximization | Sep 7, 2021 | Attribute | CodeCode Available | 1 |
| Image2StyleGAN++: How to Edit the Embedded Images? | Nov 26, 2019 | AttributeImage Inpainting | CodeCode Available | 1 |
| Federated Knowledge Distillation | Nov 4, 2020 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Optimistic Exploration even with a Pessimistic Initialisation | Feb 26, 2020 | Efficient ExplorationQ-Learning | CodeCode Available | 1 |
| Surfboard: Audio Feature Extraction for Modern Machine Learning | May 18, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches | Jul 8, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Open Radar Initiative: Large Scale Dataset for Benchmarking of micro-Doppler Recognition Algorithms | May 7, 2021 | Benchmarking | CodeCode Available | 1 |
| Hierarchical Regression Network for Spectral Reconstruction from RGB Images | May 10, 2020 | Decoderregression | CodeCode Available | 1 |
| Multilingual Entity and Relation Extraction Dataset and Model | Apr 1, 2021 | Joint Entity and Relation Extractionmodel | CodeCode Available | 1 |
| Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding | Nov 17, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Multi-scale Matching Networks for Semantic Correspondence | Jul 31, 2021 | Computational EfficiencySemantic correspondence | CodeCode Available | 1 |
| Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription | Feb 12, 2024 | | CodeCode Available | 1 |
| Retrieval Enhanced Model for Commonsense Generation | May 24, 2021 | modelRetrieval | CodeCode Available | 1 |
| Fast and Reliable Probabilistic Face Embeddings in the Wild | Feb 8, 2021 | Face Recognition | CodeCode Available | 1 |
| Randomized Self Organizing Map | Nov 18, 2020 | Topological Data Analysis | CodeCode Available | 1 |
| RaLL: End-to-end Radar Localization on Lidar Map Using Differentiable Measurement Model | Sep 15, 2020 | | CodeCode Available | 1 |
| Supervised Learning with Quantum Measurements | Apr 2, 2020 | Bayesian InferenceGeneral Classification | CodeCode Available | 1 |
| Learning Spatio-Temporal Transformer for Visual Tracking | Mar 31, 2021 | DecoderObject Tracking | CodeCode Available | 1 |
| ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language | May 15, 2020 | AttributeContrastive Learning | CodeCode Available | 1 |
| Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation | Jun 7, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |