| Generalizing Differentially Private Decentralized Deep Learning with Multi-Agent Consensus | Jun 24, 2023 | Deep Learning | CodeCode Available | 0 |
| Phase Unwrapping of Color Doppler Echocardiography using Deep Learning | Jun 23, 2023 | Deep Learning | CodeCode Available | 1 |
| NetBooster: Empowering Tiny Deep Learning By Standing on the Shoulders of Deep Giants | Jun 23, 2023 | Deep Learning | —Unverified | 0 |
| Dermoscopic Dark Corner Artifacts Removal: Friend or Foe? | Jun 23, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 0 |
| Retrieval of Boost Invariant Symbolic Observables via Feature Importance | Jun 23, 2023 | Deep LearningFeature Importance | —Unverified | 0 |
| Estimating Residential Solar Potential Using Aerial Data | Jun 23, 2023 | Deep Learning | —Unverified | 0 |
| Inertial Navigation Meets Deep Learning: A Survey of Current Trends and Future Directions | Jun 22, 2023 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Molecular geometric deep learning | Jun 22, 2023 | Deep LearningMolecular Property Prediction | CodeCode Available | 0 |
| Concept-aware clustering for decentralized deep learning under temporal shift | Jun 22, 2023 | ClusteringDeep Learning | —Unverified | 0 |
| Online Self-Supervised Deep Learning for Intrusion Detection Systems | Jun 22, 2023 | Deep LearningIntrusion Detection | —Unverified | 0 |
| PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning | Jun 21, 2023 | Deep LearningHyperparameter Optimization | CodeCode Available | 1 |
| Resilient Sparse Array Radar with the Aid of Deep Learning | Jun 21, 2023 | Deep LearningDenoising | —Unverified | 0 |
| Accelerating Multiframe Blind Deconvolution via Deep Learning | Jun 21, 2023 | Deep LearningImage Restoration | CodeCode Available | 1 |
| Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses | Jun 20, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning Accelerator in Loop Reliability Evaluation for Autonomous Driving | Jun 20, 2023 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction | Jun 20, 2023 | Crop Yield PredictionDeep Learning | —Unverified | 0 |
| DynaQuant: Compressing Deep Learning Training Checkpoints via Dynamic Quantization | Jun 20, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs | Jun 20, 2023 | Deep LearningImage Reconstruction | CodeCode Available | 3 |
| Application of Deep Learning for Predictive Maintenance of Oilfield Equipment | Jun 19, 2023 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| sEMG-based Hand Gesture Recognition with Deep Learning | Jun 19, 2023 | Deep LearningGesture Recognition | —Unverified | 0 |
| Evaluating Loss Functions and Learning Data Pre-Processing for Climate Downscaling Deep Learning Models | Jun 19, 2023 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| AdaSelection: Accelerating Deep Learning Training through Data Subsampling | Jun 19, 2023 | Deep Learning | —Unverified | 0 |
| Deep learning based black spot identification on Greek road networks | Jun 19, 2023 | Deep Learning | —Unverified | 0 |
| Neuro-Symbolic Bi-Directional Translation -- Deep Learning Explainability for Climate Tipping Point Research | Jun 19, 2023 | DecoderDeep Learning | —Unverified | 0 |
| A survey on deep learning approaches for data integration in autonomous driving system | Jun 17, 2023 | Autonomous DrivingData Integration | —Unverified | 0 |
| Collapsed Inference for Bayesian Deep Learning | Jun 16, 2023 | Deep Learning | CodeCode Available | 0 |
| MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction | Jun 16, 2023 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal | Jun 16, 2023 | Cloud ComputingDeep Learning | —Unverified | 0 |
| Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction | Jun 16, 2023 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant | Jun 15, 2023 | Deep Learning | —Unverified | 0 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 |
| Deep Learning for Energy Time-Series Analysis and Forecasting | Jun 15, 2023 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Intrusion Detection: A Deep Learning Approach | Jun 13, 2023 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Deep learning for Background Replacement in Video Conferencing | Jun 12, 2023 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Supervised Deep Learning for Content-Aware Image Retargeting with Fourier Convolutions | Jun 12, 2023 | Deep LearningImage Quality Assessment | CodeCode Available | 0 |
| A Brief Review of Hypernetworks in Deep Learning | Jun 12, 2023 | Causal InferenceContinual Learning | CodeCode Available | 0 |
| Deep Gaussian Mixture Ensembles | Jun 12, 2023 | Deep LearningProbabilistic Deep Learning | —Unverified | 0 |
| In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities Detection | Jun 12, 2023 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction | Jun 10, 2023 | Deep LearningManagement | —Unverified | 0 |
| Push: Concurrent Probabilistic Programming for Bayesian Deep Learning | Jun 10, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition | Jun 10, 2023 | Deep LearningFault localization | —Unverified | 0 |
| D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching | Jun 10, 2023 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| Interpretation of immunofluorescence slides by deep learning techniques: anti-nuclear antibodies case study | Jun 9, 2023 | Deep Learning | —Unverified | 0 |
| HypLL: The Hyperbolic Learning Library | Jun 9, 2023 | Deep Learning | CodeCode Available | 1 |
| C(NN)FD -- a deep learning framework for turbomachinery CFD analysis | Jun 9, 2023 | Deep LearningPhysical Simulations | —Unverified | 0 |
| Automated Labeling of German Chest X-Ray Radiology Reports using Deep Learning | Jun 9, 2023 | Deep Learning | —Unverified | 0 |
| Spike timing reshapes robustness against attacks in spiking neural networks | Jun 9, 2023 | Deep Learning | —Unverified | 0 |
| Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning | Jun 8, 2023 | Deep Learning | —Unverified | 0 |
| Non-Intrusive Load Monitoring (NILM) using Deep Neural Networks: A Review | Jun 8, 2023 | Deep LearningManagement | —Unverified | 0 |