conftrace_

Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
'05
'10
'15
'20
'25

Papers (including subtopics)

Pyro: Deep Universal Probabilistic Programming JMLR 2019
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks JMLR 2019
A Representer Theorem for Deep Kernel Learning JMLR 2019
Deep Optimal Stopping JMLR 2019
Differentiable Game Mechanics JMLR 2019
iNNvestigate Neural Networks! JMLR 2019
A Representer Theorem for Deep Neural Networks JMLR 2019
Measuring the Effects of Data Parallelism on Neural Network Training JMLR 2019
Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019
Learning Representations of Persistence Barcodes JMLR 2019
Time-to-Event Prediction with Neural Networks and Cox Regression JMLR 2019
Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model JMLR 2019
Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes JMLR 2019
Stochastic Variance-Reduced Cubic Regularization Methods JMLR 2019
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition JMLR 2019
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning JMLR 2019
Differentiable reservoir computing JMLR 2019
Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019
Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019
Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019
Digitally Stained Confocal Microscopy through Deep Learning MIDL 2019
Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology MIDL 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations MIDL 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures MIDL 2019