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| RaPP: Novelty Detection with Reconstruction along Projection Pathway | May 1, 2020 | Anomaly DetectionNovelty Detection | CodeCode Available | 1 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network | Sep 16, 2020 | Dense Pixel Correspondence EstimationFeature Correlation | CodeCode Available | 1 |
| Learning to Navigate in Synthetically Accessible Chemical Space Using Reinforcement Learning | Jan 1, 2020 | Drug DiscoveryNavigate | CodeCode Available | 1 |
| CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models | Feb 7, 2021 | | CodeCode Available | 1 |
| The role of feature space in atomistic learning | Sep 6, 2020 | Diagnostic | CodeCode Available | 1 |
| Ensemble Slice Sampling: Parallel, black-box and gradient-free inference for correlated & multimodal distributions | Feb 14, 2020 | | CodeCode Available | 1 |
| ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation | Mar 5, 2021 | Anomaly SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
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| PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction | Jun 18, 2021 | RelationRelation Prediction | CodeCode Available | 1 |
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| GLocalX -- From Local to Global Explanations of Black Box AI Models | Jan 19, 2021 | Decision Making | CodeCode Available | 1 |
| tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection | Jul 1, 2020 | Natural Language UnderstandingSemantic Similarity | CodeCode Available | 1 |
| SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays | Nov 16, 2021 | Sound Event Localization and Detection | CodeCode Available | 1 |
| AFEC: Active Forgetting of Negative Transfer in Continual Learning | Oct 23, 2021 | Continual LearningTransfer Learning | CodeCode Available | 1 |
| Arena-Rosnav: Towards Deployment of Deep-Reinforcement-Learning-Based Obstacle Avoidance into Conventional Autonomous Navigation Systems | Apr 8, 2021 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 1 |
| Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark | Oct 12, 2015 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| grenepipe: A flexible, scalable, and reproducible pipeline to automate variant and frequency calling from sequence reads | Mar 28, 2021 | | CodeCode Available | 1 |
| SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes | Jun 12, 2021 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| Calibrating Deep Neural Networks using Focal Loss | Feb 21, 2020 | | CodeCode Available | 1 |
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| Considering user agreement in learning to predict the aesthetic quality | Oct 13, 2021 | Diversity | CodeCode Available | 1 |
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| Quantifying Explainers of Graph Neural Networks in Computational Pathology | Nov 25, 2020 | | CodeCode Available | 1 |
| Video Text Tracking With a Spatio-Temporal Complementary Model | Nov 9, 2021 | text similarity | CodeCode Available | 1 |
| PinnDE: Physics-Informed Neural Networks for Solving Differential Equations | Aug 19, 2024 | | CodeCode Available | 1 |
| KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting | Jun 10, 2025 | Computational EfficiencyMamba | CodeCode Available | 1 |
| Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer | Jun 7, 2019 | Image GenerationStyle Transfer | CodeCode Available | 1 |
| Improving Convolutional Networks With Self-Calibrated Convolutions | Jun 1, 2020 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble Kernels | Oct 29, 2024 | Feature Upsamplingobject-detection | CodeCode Available | 1 |
| Learning Dynamic Alignment via Meta-filter for Few-shot Learning | Mar 25, 2021 | Few-Shot LearningPosition | CodeCode Available | 1 |
| One-shot action recognition in challenging therapy scenarios | Feb 17, 2021 | Action RecognitionOne-Shot 3D Action Recognition | CodeCode Available | 1 |
| SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness | Mar 20, 2020 | Face Image QualityFace Model | CodeCode Available | 1 |
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| Progressive Domain Expansion Network for Single Domain Generalization | Mar 30, 2021 | Contrastive LearningDomain Generalization | CodeCode Available | 1 |
| GenNet framework: interpretable deep learning for predicting phenotypes from genetic data | Sep 17, 2021 | Deep LearningEfficient Neural Network | CodeCode Available | 1 |
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| Refining activation downsampling with SoftPool | Jan 2, 2021 | Action Recognition | CodeCode Available | 1 |
| The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization | Dec 16, 2021 | 3D Anomaly Detection and SegmentationAnomaly Detection | CodeCode Available | 1 |
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| TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction | Oct 14, 2024 | Collision AvoidanceDenoising | CodeCode Available | 1 |
| Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness | Feb 7, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |