Citation Impact
Citing Papers
Protein interaction networks revealed by proteome coevolution
2019 StandoutScienceNobel
Anti-CTLA-4 Immunotherapy Does Not Deplete FOXP3+ Regulatory T Cells (Tregs) in Human Cancers
2018 StandoutNobel
Improved protein structure prediction using predicted interresidue orientations
2020 StandoutNobel
Dropout: a simple way to prevent neural networks from overfitting
2014 StandoutNobel
Measuring Invariances in Deep Networks
2009
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion
2010 Standout
Learning a Parametric Embedding by Preserving Local Structure
2009
Visualizing Data using t-SNE
2008 StandoutNobel
Why Does Unsupervised Pre-training Help Deep Learning?
2010
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
2011
Learning to combine foveal glimpses with a third-order Boltzmann machine
2010 StandoutNobel
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection
2011
Boosted Backpropagation Learning for Training Deep Modular Networks
2010
Understanding the difficulty of training deep feedforward neural networks
2010 Standout
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
De novo design of immunoglobulin-like domains
2022 StandoutNobel
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model
2017
Learning Speaker-Specific Characteristics With a Deep Neural Architecture
2011
VISTA is an inhibitory immune checkpoint that is increased after ipilimumab therapy in patients with prostate cancer
2017 StandoutNobel
Learning with Hierarchical-Deep Models
2013
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons
2021 StandoutNobel
Human-level control through deep reinforcement learning
2015 StandoutNatureNobel
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
Machine learning & artificial intelligence in the quantum domain: a review of recent progress
2018
Improved Contact Predictions Using the Recognition of Protein Like Contact Patterns
2014
Unsupervised learning of digit recognition using spike-timing-dependent plasticity
2015
The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells
2014 Standout
Cryo-EM structure of the protein-conducting ERAD channel Hrd1 in complex with Hrd3
2017 StandoutNatureNobel
The trRosetta server for fast and accurate protein structure prediction
2021 StandoutNobel
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Invariant Scattering Convolution Networks
2013
Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia
2015
The “All of Us” Research Program
2019 Standout
Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
2016
Large scale deep learning for computer aided detection of mammographic lesions
2016
Predicting age by mining electronic medical records with deep learning characterizes differences between chronological and physiological age
2017
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Improved protein structure prediction using potentials from deep learning
2020 StandoutNatureNobel
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
2015 Standout
A guide to deep learning in healthcare
2018 Standout
viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
2013
Deep learning
2015 StandoutNatureNobel
Latent feature representation with stacked auto-encoder for AD/MCI diagnosis
2013
Representation Learning: A Review and New Perspectives
2013 Standout
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
Droplet Barcoding for Single-Cell Transcriptomics Applied to Embryonic Stem Cells
2015 Standout
What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated
2016 StandoutNobel
Distinct Cellular Mechanisms Underlie Anti-CTLA-4 and Anti-PD-1 Checkpoint Blockade
2017 StandoutNobel
Searching for exotic particles in high-energy physics with deep learning
2014
Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data
2012
Recurrent Neural Networks for Multivariate Time Series with Missing Values
2018 Standout
Deep learning in neural networks: An overview
2014 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Deep architectures for protein contact map prediction
2012
Automatic Classification of Cellular Expression by Nonlinear Stochastic Embedding (ACCENSE)
2013
Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification
2018
Unsupervised learning by competing hidden units
2019 StandoutNobel
Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules
2013
Squeeze-and-Excitation Networks
2019 Standout
Machine Learning in Medicine
2015 Standout
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
2012 StandoutNobel
Dask: Parallel Computation with Blocked algorithms and Task Scheduling
2015
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
2016
Deep learning for AI
2021 StandoutNobel
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2018 Standout
Human-level concept learning through probabilistic program induction
2015 StandoutScience
PubChem 2023 update
2022 Standout
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition
2016
Combining Generative and Discriminative Representation Learning for Lung CT Analysis With Convolutional Restricted Boltzmann Machines
2016
Deep Learning-Based Imbalanced Data Classification for Drug Discovery
2020
Evolutionary-scale prediction of atomic-level protein structure with a language model
2023 StandoutScience
Geometric Deep Learning: Going beyond Euclidean data
2017 Standout
A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events
2018
Predicting research trends with semantic and neural networks with an application in quantum physics
2020 StandoutNobel
Anisotropic Diffusion Descriptors
2016
Learning Deep Architectures for AI
2009 Standout
Deep Haar scattering networks
2016
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning
2016 Standout
Learning class‐specific descriptors for deformable shapes using localized spectral convolutional networks
2015
Disentangling Rotational Dynamics and Ordering Transitions in a System of Self-Organizing Protein Nanorods via Rotationally Invariant Latent Representations
2021 StandoutNobel
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
2016 Standout
Learning Deep Generative Models
2015
Multimodal Machine Learning: A Survey and Taxonomy
2018 Standout
A distinct subpopulation of CD25−T-follicular regulatory cells localizes in the germinal centers
2017 StandoutNobel
Deep Learning in Medical Image Analysis
2017 Standout
Towards Scaling Up Classification-Based Speech Separation
2013
Inductive principles for learning Restricted Boltzmann Machines
2010
Protein contact prediction using metagenome sequence data and residual neural networks
2019 StandoutNobel
Works of Pascal Lamblin being referenced
Exploring Strategies for Training Deep Neural Networks
2009
Learning the 2-D Topology of Images
2007
Theano: A CPU and GPU Math Compiler in Python
2010
EmoNets: Multimodal deep learning approaches for emotion recognition in video
2015