| TIDE: Time Derivative Diffusion for Deep Learning on Graphs | Dec 5, 2022 | Deep Learning | CodeCode Available | 0 |
| On the Overlooked Structure of Stochastic Gradients | Dec 5, 2022 | Deep LearningStochastic Optimization | —Unverified | 0 |
| Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels | Dec 4, 2022 | Deep Learning | —Unverified | 0 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| A Hybrid Deep Learning Anomaly Detection Framework for Intrusion Detection | Dec 2, 2022 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| A Geometric-Relational Deep Learning Framework for BIM Object Classification | Dec 2, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| A Topological Deep Learning Framework for Neural Spike Decoding | Dec 1, 2022 | Deep LearningTrajectory Prediction | CodeCode Available | 0 |
| Embracing Annotation Efficient Learning (AEL) for Digital Pathology and Natural Images | Dec 1, 2022 | Deep Learning | —Unverified | 0 |
| EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks | Dec 1, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| ResNet Structure Simplification with the Convolutional Kernel Redundancy Measure | Dec 1, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Automated Coronary Arteries Labeling Via Geometric Deep Learning | Dec 1, 2022 | Deep Learninggraph construction | —Unverified | 0 |
| Navigating causal deep learning | Dec 1, 2022 | Deep Learning | —Unverified | 0 |
| Investigating Deep Learning Model Calibration for Classification Problems in Mechanics | Dec 1, 2022 | Deep Learning | CodeCode Available | 0 |
| Rethinking Two Consensuses of the Transferability in Deep Learning | Dec 1, 2022 | Deep LearningGeneral Knowledge | —Unverified | 0 |
| Universe Points Representation Learning for Partial Multi-Graph Matching | Dec 1, 2022 | Deep LearningGraph Matching | —Unverified | 0 |
| Word Alignment in the Era of Deep Learning: A Tutorial | Nov 30, 2022 | Deep LearningMachine Translation | —Unverified | 0 |
| Generalized Deep Learning-based Proximal Gradient Descent for MR Reconstruction | Nov 30, 2022 | Deep Learning | —Unverified | 0 |
| Knowledge-augmented Deep Learning and Its Applications: A Survey | Nov 30, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution | Nov 30, 2022 | Audio ClassificationDeep Learning | —Unverified | 0 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Backdoor Vulnerabilities in Normally Trained Deep Learning Models | Nov 29, 2022 | Data PoisoningDeep Learning | —Unverified | 0 |
| Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning | Nov 29, 2022 | Deep Learning | CodeCode Available | 0 |
| PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals | Nov 29, 2022 | Deep LearningQuestion Answering | —Unverified | 0 |
| Identification of Rare Cortical Folding Patterns using Unsupervised Deep Learning | Nov 29, 2022 | Deep Learning | CodeCode Available | 0 |
| An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks | Nov 28, 2022 | Deep Learning | —Unverified | 0 |
