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TitleStatusHype
Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representationsCode1
Deep Learning with a Classifier System: Initial ResultsCode1
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical ImagingCode1
Practical and Private (Deep) Learning without Sampling or ShufflingCode1
Self-Tuning for Data-Efficient Deep LearningCode1
Automatic Cell Counting in Flourescent Microscopy Using Deep LearningCode1
Deep Learning for Suicide and Depression Identification with Unsupervised Label CorrectionCode1
SRDTI: Deep learning-based super-resolution for diffusion tensor MRICode1
A Deep-Learning Approach For Direct Whole-Heart Mesh ReconstructionCode1
The Yin-Yang datasetCode1
Comparison of semi-supervised deep learning algorithms for audio classificationCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Overview of the TREC 2020 deep learning trackCode1
Rotation-Equivariant Deep Learning for Diffusion MRICode1
Measuring Robustness in Deep Learning Based Compressive SensingCode1
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approachCode1
Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous DataCode1
Deep learning architectural designs for super-resolution of noisy imagesCode1
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity AttackCode1
Structured Sparsity Inducing Adaptive Optimizers for Deep LearningCode1
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep LearningCode1
DeepReduce: A Sparse-tensor Communication Framework for Distributed Deep LearningCode1
Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher MechanismsCode1
PyTorch-Hebbian: facilitating local learning in a deep learning frameworkCode1
Efficient Graph Deep Learning in TensorFlow with tf_geometricCode1
Applications of Deep Learning in Fundus Images: A ReviewCode1
TT-Rec: Tensor Train Compression for Deep Learning Recommendation ModelsCode1
Multi-Time Attention Networks for Irregularly Sampled Time SeriesCode1
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the WorldCode1
Deep Learning for General Game Playing with Ludii and PolygamesCode1
Gravity Optimizer: a Kinematic Approach on Optimization in Deep LearningCode1
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentationCode1
MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility MappingCode1
SparseDNN: Fast Sparse Deep Learning Inference on CPUsCode1
Unlearnable Examples: Making Personal Data UnexploitableCode1
Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android AppsCode1
Analysis of skin lesion images with deep learningCode1
Deep Learning-based Face Super-Resolution: A SurveyCode1
Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication SystemsCode1
Do We Really Need Deep Learning Models for Time Series Forecasting?Code1
Descending through a Crowded Valley — Benchmarking Deep Learning OptimizersCode1
An Unsupervised Deep Learning Approach for Real-World Image DenoisingCode1
Uncertainty-Wizard: Fast and User-Friendly Neural Network Uncertainty QuantificationCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Mathematical Models of Overparameterized Neural NetworksCode1
Deep Learning-Based Human Pose Estimation: A SurveyCode1
Towards Automated Satellite Conjunction Management with Bayesian Deep LearningCode1
StainNet: a fast and robust stain normalization networkCode1
Modeling Deep Learning Based Privacy Attacks on Physical MailCode1
TorchMD: A deep learning framework for molecular simulationsCode1
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