| Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report | Nov 9, 2022 | Deep LearningGPU | CodeCode Available | 1 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep 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 |
| Adversarial Examples in Deep Learning for Multivariate Time Series Regression | Sep 24, 2020 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Attack as Defense: Characterizing Adversarial Examples using Robustness | Mar 13, 2021 | Deep Learning | CodeCode Available | 1 |
| A Temporal Kernel Approach for Deep Learning with Continuous-time Information | Mar 28, 2021 | Deep LearningDensity Estimation | CodeCode Available | 1 |
| Accelerated Linearized Laplace Approximation for Bayesian Deep Learning | Oct 23, 2022 | Deep Learning | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark | Apr 26, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| A fuzzy loss for ontology classification | May 3, 2024 | ClassificationDeep Learning | CodeCode Available | 1 |
| RAF: Holistic Compilation for Deep Learning Model Training | Mar 8, 2023 | Deep LearningGraph Generation | CodeCode Available | 1 |
| Reconstructing Historical Climate Fields With Deep Learning | Nov 30, 2023 | Deep Learning | CodeCode Available | 1 |
| Reconstructing undersampled photoacoustic microscopy images using deep learning | May 30, 2020 | 3D Action RecognitionDeep Learning | CodeCode Available | 1 |
| ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation | Jul 25, 2021 | Active LearningDeep Learning | CodeCode Available | 1 |
| Regression-based Deep-Learning predicts molecular biomarkers from pathology slides | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation | Jun 6, 2020 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Replacing Mobile Camera ISP with a Single Deep Learning Model | Feb 13, 2020 | Deep LearningDemosaicking | CodeCode Available | 1 |
| Representation-Agnostic Shape Fields | Mar 19, 2022 | Deep Learning | CodeCode Available | 1 |
| Adversarial Distributional Training for Robust Deep Learning | Feb 14, 2020 | Deep Learning | CodeCode Available | 1 |
| ATDN vSLAM: An all-through Deep Learning-Based Solution for Visual Simultaneous Localization and Mapping | Jun 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 |
| Rethinking Data Augmentation for Tabular Data in Deep Learning | May 17, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration | Mar 17, 2023 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 1 |
