| Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks | Mar 1, 2022 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval | Sep 28, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Quantifying Explainers of Graph Neural Networks in Computational Pathology | Nov 25, 2020 | | CodeCode Available | 1 | 5 |
| Video Text Tracking With a Spatio-Temporal Complementary Model | Nov 9, 2021 | text similarity | CodeCode Available | 1 | 5 |
| PinnDE: Physics-Informed Neural Networks for Solving Differential Equations | Aug 19, 2024 | | CodeCode Available | 1 | 5 |
| KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting | Jun 10, 2025 | Computational EfficiencyMamba | CodeCode Available | 1 | 5 |
| Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer | Jun 7, 2019 | Image GenerationStyle Transfer | CodeCode Available | 1 | 5 |
| Improving Convolutional Networks With Self-Calibrated Convolutions | Jun 1, 2020 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 | 5 |
| Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble Kernels | Oct 29, 2024 | Feature Upsamplingobject-detection | CodeCode Available | 1 | 5 |
| Learning Dynamic Alignment via Meta-filter for Few-shot Learning | Mar 25, 2021 | Few-Shot LearningPosition | CodeCode Available | 1 | 5 |
| One-shot action recognition in challenging therapy scenarios | Feb 17, 2021 | Action RecognitionOne-Shot 3D Action Recognition | CodeCode Available | 1 | 5 |
| SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness | Mar 20, 2020 | Face Image QualityFace Model | CodeCode Available | 1 | 5 |
| Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices | Mar 4, 2021 | Distributed OptimizationFederated Learning | CodeCode Available | 1 | 5 |
| Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees | Jun 25, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Progressive Domain Expansion Network for Single Domain Generalization | Mar 30, 2021 | Contrastive LearningDomain Generalization | CodeCode Available | 1 | 5 |
| GenNet framework: interpretable deep learning for predicting phenotypes from genetic data | Sep 17, 2021 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| Working hard to know your neighbor's margins: Local descriptor learning loss | May 30, 2017 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Refining activation downsampling with SoftPool | Jan 2, 2021 | Action Recognition | CodeCode Available | 1 | 5 |
| The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization | Dec 16, 2021 | 3D Anomaly Detection and SegmentationAnomaly Detection | CodeCode Available | 1 | 5 |
| Unifying supervised learning and VAEs -- coverage, systematics and goodness-of-fit in normalizing-flow based neural network models for astro-particle reconstructions | Aug 13, 2020 | Numerical IntegrationVariational Inference | CodeCode Available | 1 | 5 |
| TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction | Oct 14, 2024 | Collision AvoidanceDenoising | CodeCode Available | 1 | 5 |
| Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness | Feb 7, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Data and Representation for Turkish Natural Language Inference | Apr 30, 2020 | Machine TranslationNatural Language Inference | CodeCode Available | 1 | 5 |
| FedCoin: A Peer-to-Peer Payment System for Federated Learning | Feb 26, 2020 | Federated Learning | CodeCode Available | 1 | 5 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation | Jun 11, 2021 | Sequential Recommendation | CodeCode Available | 1 | 5 |
| EAN: Event Adaptive Network for Enhanced Action Recognition | Jul 22, 2021 | Action Recognition | CodeCode Available | 1 | 5 |
| Acquiring language from speech by learning to remember and predict | Nov 1, 2020 | | CodeCode Available | 1 | 5 |
| Hebbian learning with gradients: Hebbian convolutional neural networks with modern deep learning frameworks | Jul 4, 2021 | Deep LearningObject Recognition | CodeCode Available | 1 | 5 |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets | Jun 12, 2016 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Topological Mapping for Manhattan-like Repetitive Environments | Feb 16, 2020 | | CodeCode Available | 1 | 5 |
| Few-Shot Conversational Dense Retrieval | May 10, 2021 | Conversational SearchRetrieval | CodeCode Available | 1 | 5 |
| Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation | Feb 10, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Future-conditioned Unsupervised Pretraining for Decision Transformer | May 26, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Improving Adversarial Robustness via Channel-wise Activation Suppressing | Mar 11, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements | Oct 16, 2021 | Quantization | CodeCode Available | 1 | 5 |
| AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks | Apr 30, 2022 | | CodeCode Available | 1 | 5 |
| Neural Abstractive Unsupervised Summarization of Online News Discussions | Jun 7, 2021 | Abstractive Text SummarizationUnsupervised Text Summarization | CodeCode Available | 1 | 5 |
| MOVESTAR: An Open-Source Vehicle Fuel and Emission Model based on USEPA MOVES | Aug 11, 2020 | | CodeCode Available | 1 | 5 |
| Learning A Locally Unified 3D Point Cloud for View Synthesis | Sep 12, 2022 | 3D geometryImage Restoration | CodeCode Available | 1 | 5 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis | Aug 28, 2020 | | CodeCode Available | 1 | 5 |
| Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation | Nov 21, 2023 | Earth ObservationImage Segmentation | CodeCode Available | 1 | 5 |
| Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context | Nov 24, 2019 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Dual input neural networks for positional sound source localization | Aug 8, 2023 | Sound Source Localization | CodeCode Available | 1 | 5 |
| Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph) | Aug 30, 2021 | Graph Learning | CodeCode Available | 1 | 5 |
| Domain Attention Consistency for Multi-Source Domain Adaptation | Nov 6, 2021 | AttributeDomain Adaptation | CodeCode Available | 1 | 5 |
| MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization | Jan 17, 2021 | Motion EstimationMotion Segmentation | CodeCode Available | 1 | 5 |
| Tiny Object Detection in Aerial Images | Jan 10, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks | Apr 24, 2020 | General ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
