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| DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning | Oct 2, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Revisiting Essential and Nonessential Settings of Evidential Deep Learning | Oct 1, 2024 | Common Sense ReasoningDeep Learning | CodeCode Available | 1 |
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| Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics | Sep 10, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration | Sep 8, 2024 | Deep LearningQuantization | CodeCode Available | 1 |
| PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications | Sep 3, 2024 | AutoMLBinary Classification | CodeCode Available | 1 |
| ART: Actually Robust Training | Aug 29, 2024 | Deep Learning | CodeCode Available | 1 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 |
| Approaching Deep Learning through the Spectral Dynamics of Weights | Aug 21, 2024 | Deep Learningimage-classification | CodeCode Available | 1 |
| TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases | Aug 14, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Deep Learning in Medical Image Registration: Magic or Mirage? | Aug 11, 2024 | Deep LearningImage Registration | CodeCode Available | 1 |
| The impact of internal variability on benchmarking deep learning climate emulators | Aug 9, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Exploring Scalability in Large-Scale Time Series in DeepVATS framework | Aug 8, 2024 | Deep LearningTime Series | CodeCode Available | 1 |
| GUI Element Detection Using SOTA YOLO Deep Learning Models | Aug 7, 2024 | 2D Object DetectionCode Generation | CodeCode Available | 1 |
| Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation | Aug 4, 2024 | AnatomyClustering | CodeCode Available | 1 |
| Yucca: A Deep Learning Framework For Medical Image Analysis | Jul 29, 2024 | Deep LearningHippocampus | CodeCode Available | 1 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| stEnTrans: Transformer-based deep learning for spatial transcriptomics enhancement | Jul 11, 2024 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| DistML.js: Installation-free Distributed Deep Learning Framework for Web Browsers | Jul 1, 2024 | Deep Learning | CodeCode Available | 1 |
| An Enhanced Fake News Detection System With Fuzzy Deep Learning | Jun 24, 2024 | Deep LearningFact Checking | CodeCode Available | 1 |
| rKAN: Rational Kolmogorov-Arnold Networks | Jun 20, 2024 | Deep LearningImage Classification | CodeCode Available | 1 |
| fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functions | Jun 11, 2024 | Deep LearningDenoising | CodeCode Available | 1 |
| An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions | Jun 10, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Multivector Neurons: Better and Faster O(n)-Equivariant Clifford Graph Neural Networks | Jun 6, 2024 | Deep LearningDenoising | CodeCode Available | 1 |
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| Review of deep learning models for crypto price prediction: implementation and evaluation | May 19, 2024 | Deep LearningStock Price Prediction | CodeCode Available | 1 |
| Deep Learning-Enabled One-Bit DoA Estimation | May 15, 2024 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Watch Your Mouth: Silent Speech Recognition with Depth Sensing | May 11, 2024 | Deep LearningLipreading | CodeCode Available | 1 |
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| A fuzzy loss for ontology classification | May 3, 2024 | ClassificationDeep Learning | CodeCode Available | 1 |
| KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch | May 2, 2024 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Deep Learning as Ricci Flow | Apr 22, 2024 | Deep Learning | CodeCode Available | 1 |
| Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty | Apr 17, 2024 | Deep LearningMulti-class Classification | CodeCode Available | 1 |
| ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model | Apr 13, 2024 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Towards Explainable Traffic Flow Prediction with Large Language Models | Apr 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Deep Image Composition Meets Image Forgery | Apr 3, 2024 | Deep LearningImage Forgery Detection | CodeCode Available | 1 |
| Deep learning phase recovery: data-driven, physics-driven, or combining both? | Apr 1, 2024 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites | Mar 27, 2024 | Deep Learning | CodeCode Available | 1 |
| A Physics-embedded Deep Learning Framework for Cloth Simulation | Mar 19, 2024 | Deep Learning | CodeCode Available | 1 |
| Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing | Mar 19, 2024 | Action ClassificationDeep Learning | CodeCode Available | 1 |
| Cloud gap-filling with deep learning for improved grassland monitoring | Mar 14, 2024 | Deep LearningEvent Detection | CodeCode Available | 1 |
| KARINA: An Efficient Deep Learning Model for Global Weather Forecast | Mar 13, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| Deep Learning Computed Tomography based on the Defrise and Clack Algorithm | Mar 1, 2024 | Deep LearningOperator learning | CodeCode Available | 1 |
| DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning | Feb 14, 2024 | Deep LearningIngenuity | CodeCode Available | 1 |
| Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? | Feb 14, 2024 | Deep Learning | CodeCode Available | 1 |
| Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy | Feb 14, 2024 | Deep Learning | CodeCode Available | 1 |
