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TitleStatusHype
DeepReduce: A Sparse-tensor Communication Framework for Federated Deep LearningCode1
What Breaks The Curse of Dimensionality in Deep Learning?0
Understanding Uncertainty in Bayesian Deep Learning0
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions0
Deep Learning-based Implicit CSI Feedback in Massive MIMO0
Embracing New Techniques in Deep Learning for Estimating Image MemorabilityCode1
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval0
Document Domain Randomization for Deep Learning Document Layout Extraction0
Semantic segmentation of multispectral photoacoustic images using deep learning0
TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial StudyCode0
Unsupervised learning of text line segmentation by differentiating coarse patterns0
A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep LearningCode0
Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics0
Deep Learning Radio Frequency Signal Classification with Hybrid Images0
Copyright in Generative Deep Learning0
Deep learning for solution and inversion of structural mechanics and vibrations0
A parameter refinement method for Ptychography based on Deep Learning concepts0
Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning0
Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction0
How Deep is your Learning: the DL-HARD Annotated Deep Learning DatasetCode1
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement0
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
Deep Learning Models in Software Requirements Engineering0
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers0
SLGPT: Using Transfer Learning to Directly Generate Simulink Model Files and Find Bugs in the Simulink ToolchainCode0
Protein sequence-to-structure learning: Is this the end(-to-end revolution)?0
An Effective Baseline for Robustness to Distributional ShiftCode0
Empirical Analysis of Image Caption Generation using Deep Learning0
Visual analogy: Deep learning versus compositional models0
Partitioned Deep Learning of Fluid-Structure Interaction0
Sparsity-Probe: Analysis tool for Deep Learning Models0
Deep Learning Based RIS Channel Extrapolation with Element-grouping0
Priors in Bayesian Deep Learning: A Review0
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs0
HiDeNN-PGD: reduced-order hierarchical deep learning neural networks0
Interval Deep Learning for Uncertainty Quantification in Safety Applications0
A Fast Deep Learning Network for Automatic Image Auto-Straightening0
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral FeaturesCode0
Image Classification with Classic and Deep Learning TechniquesCode0
Uncover Common Facial Expressions in Terracotta Warriors: A Deep Learning Approach0
Adversarial examples attack based on random warm restart mechanism and improved Nesterov momentum0
Differentially Private Transferrable Deep Learning with Membership-Mappings0
Personalized Popular Music Generation Using Imitation and Structure0
Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution0
The Modern Mathematics of Deep Learning0
Photometric space object classification via deep learning algorithms0
Adaptive Latent Space Tuning for Non-Stationary Distributions0
Business Entity Matching with Siamese Graph Convolutional Networks0
Building and benchmarking an Arabic Speech Commands dataset for small-footprint keyword spottingCode0
Human-Aided Saliency Maps Improve Generalization of Deep Learning0
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