| Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection | Oct 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| 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 |
| HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting | Sep 27, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Uncertainty Estimation by Density Aware Evidential Deep Learning | Sep 13, 2024 | ClassificationDeep Learning | CodeCode Available | 1 |
| 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 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 |
| ART: Actually Robust Training | Aug 29, 2024 | Deep 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 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep 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 |
