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Papers

Showing 69517000 of 9423 papers

TitleStatusHype
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis0
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics0
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube0
Partial differential equation regularization for supervised machine learning0
A deep surrogate approach to efficient Bayesian inversion in PDE and integral equation models0
Deep Learning Predictive Band Switching in Wireless NetworksCode0
Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic Insight on their Limitations0
Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking0
Accelerating Deep Learning by Focusing on the Biggest LosersCode0
Practical Deep Learning for Cloud, Mobile, and EdgeCode0
Deep Learning for Light Field Saliency Detection0
Deep Learning for Seeing Through Window With Raindrops0
Deep learning at scale for subgrid modeling in turbulent flows0
NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques0
Truth or Backpropaganda? An Empirical Investigation of Deep Learning TheoryCode0
Deep learning for Chemometric and non-translational dataCode0
MIOpen: An Open Source Library For Deep Learning PrimitivesCode0
Deep learning tools for the measurement of animal behavior in neuroscienceCode3
Interpretations are useful: penalizing explanations to align neural networks with prior knowledgeCode1
Full error analysis for the training of deep neural networks0
Unfolding the Structure of a Document using Deep Learning0
Fake news detection using Deep LearningCode0
Evaluation of Deep Learning-based prediction models in Microgrids0
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learningCode0
Deep K-SVD Denoising0
Robust Membership Encoding: Inference Attacks and Copyright Protection for Deep Learning0
Counterfactual States for Atari Agents via Generative Deep Learning0
Explainable Deep Learning for Augmentation of sRNA Expression Profiles0
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification0
Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles0
Exascale Deep Learning to Accelerate Cancer Research0
Deep Learning-based Polar Code Design0
DeepAGREL: Biologically plausible deep learning via direct reinforcement0
A Mechanism of Implicit Regularization in Deep Learning0
Evidence-Aware Entropy Decomposition For Active Deep Learning0
Learning Underlying Physical Properties From Observations For Trajectory Prediction0
SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning0
Deep symbolic regression0
An Optimization Principle Of Deep Learning?0
Forecasting Deep Learning Dynamics with Applications to Hyperparameter Tuning0
Disentangling Trainability and Generalization in Deep Learning0
A new perspective in understanding of Adam-Type algorithms and beyond0
A Dynamic Approach to Accelerate Deep Learning Training0
On the Tunability of Optimizers in Deep Learning0
Synthetic vs Real: Deep Learning on Controlled Noise0
Near-Zero-Cost Differentially Private Deep Learning with Teacher Ensembles0
Amortized Nesterov's Momentum: Robust and Lightweight Momentum for Deep Learning0
A Kolmogorov Complexity Approach to Generalization in Deep Learning0
Credible Sample Elicitation by Deep Learning, for Deep Learning0
Deep-learning-based Breast CT for Radiation Dose Reduction0
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