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| Multidimensional Uncertainty-Aware Evidential Neural Networks | Dec 26, 2020 | Generative Adversarial NetworkMulti-class Classification | CodeCode Available | 1 |
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| Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction | Nov 23, 2020 | Molecular Property PredictionProperty Prediction | CodeCode Available | 1 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Optimal, near-optimal, and robust epidemic control | Apr 5, 2020 | | CodeCode Available | 1 |
| Unsupervised Domain Adaptation by Backpropagation | Sep 26, 2014 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network | Jul 1, 2020 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| Hamiltonian Generative Networks | Sep 30, 2019 | Reinforcement Learning | CodeCode Available | 1 |
| Toward Deep Drum Source Separation | Dec 15, 2023 | | CodeCode Available | 1 |
| Generalizing Graph Neural Networks on Out-Of-Distribution Graphs | Nov 20, 2021 | Causal Inference | CodeCode Available | 1 |
| The Second Type of Uncertainty in Monte Carlo Tree Search | May 19, 2020 | Vocal Bursts Type Prediction | CodeCode Available | 1 |
| Training Convolutional Neural Networks With Hebbian Principal Component Analysis | Dec 22, 2020 | Transfer Learning | CodeCode Available | 1 |
| Controlling Fairness and Bias in Dynamic Learning-to-Rank | May 29, 2020 | ArticlesFairness | CodeCode Available | 1 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 |
| BOP: Benchmark for 6D Object Pose Estimation | Aug 24, 2018 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training | Jul 12, 2024 | Denoising | CodeCode Available | 1 |
| Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications | Jan 25, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning | Jun 15, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems | Dec 7, 2021 | Speech Separation | CodeCode Available | 1 |
| Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates | Jun 19, 2020 | | CodeCode Available | 1 |
| RetaGNN: Relational Temporal Attentive Graph Neural Networks for Holistic Sequential Recommendation | Jan 29, 2021 | Sequential Recommendation | CodeCode Available | 1 |
| Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning | Oct 17, 2020 | RetrievalTransfer Learning | CodeCode Available | 1 |
| LeafMask: Towards Greater Accuracy on Leaf Segmentation | Aug 8, 2021 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 |
| Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density | Aug 24, 2021 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| PDFFlow: parton distribution functions on GPU | Sep 14, 2020 | CPUGPU | CodeCode Available | 1 |
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| Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems | Feb 28, 2023 | Recommendation Systems | CodeCode Available | 1 |
| Self-Supervised Human Depth Estimation from Monocular Videos | May 7, 2020 | Depth EstimationSelf-Supervised Learning | CodeCode Available | 1 |
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| DBA: Distributed Backdoor Attacks against Federated Learning | May 1, 2020 | Backdoor AttackFeature Importance | CodeCode Available | 1 |
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| CANet: A Context-Aware Network for Shadow Removal | Aug 23, 2021 | DecoderPatch Matching | CodeCode Available | 1 |
| Verifiably Safe Exploration for End-to-End Reinforcement Learning | Jul 2, 2020 | Deep Reinforcement Learningobject-detection | CodeCode Available | 1 |
| On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-varying Sampling Rate Offsets and Speaker Changes | Oct 25, 2021 | | CodeCode Available | 1 |
| A Control-Centric Benchmark for Video Prediction | Apr 26, 2023 | PredictionVideo Prediction | CodeCode Available | 1 |
| Improved unsupervised physics-informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patients | Nov 3, 2020 | | CodeCode Available | 1 |
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| Taming Sparsely Activated Transformer with Stochastic Experts | Oct 8, 2021 | Machine TranslationMixture-of-Experts | CodeCode Available | 1 |
| PISE: Person Image Synthesis and Editing with Decoupled GAN | Mar 6, 2021 | Human ParsingImage Generation | CodeCode Available | 1 |
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| Frame Difference-Based Temporal Loss for Video Stylization | Feb 11, 2021 | Optical Flow EstimationStyle Transfer | CodeCode Available | 1 |
| Progressive Pose Attention Transfer for Person Image Generation | Apr 6, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation | Jan 22, 2020 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| On Transportation of Mini-batches: A Hierarchical Approach | Feb 11, 2021 | Domain Adaptation | CodeCode Available | 1 |
| PandaPy: A Wrapper Around Structured Arrays to Mimic ‘Structs’ in the C Language | May 13, 2020 | | CodeCode Available | 1 |
| Detecting Anti-Vaccine Users on Twitter | Oct 21, 2021 | Dataset GenerationMisinformation | CodeCode Available | 1 |