Search Results - "QIN, Chongli" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)

by Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis
Published in Proteins, structure, function, and bioinformatics (01.12.2019)

Get full text

Journal Article

Scalable Verified Training for Provably Robust Image Classification

Scalable Verified Training for Provably Robust Image Classification

by Gowal, Sven, Dvijotham, Krishnamurthy, Stanforth, Robert, Bunel, Rudy, Qin, Chongli, Uesato, Jonathan, Arandjelovic, Relja, Mann, Timothy Arthur, Kohli, Pushmeet
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)

Get full text

Conference Proceeding

Power law tails in phylogenetic systems

Power law tails in phylogenetic systems

by Qin, Chongli, Colwell, Lucy J.
Published in Proceedings of the National Academy of Sciences - PNAS (23.01.2018)

Get full text

Journal Article

Improved protein structure prediction using potentials from deep learning

Improved protein structure prediction using potentials from deep learning

by Senior, Andrew W., Evans, Richard, Jumper, John, Kirkpatrick, James, Sifre, Laurent, Green, Tim, Qin, Chongli, Žídek, Augustin, Nelson, Alexander W. R., Bridgland, Alex, Penedones, Hugo, Petersen, Stig, Simonyan, Karen, Crossan, Steve, Kohli, Pushmeet, Jones, David T., Silver, David, Kavukcuoglu, Koray, Hassabis, Demis
Published in Nature (London) (30.01.2020)

Get full text

Journal Article

Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations

Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations

by Gowal, Sven, Qin, Chongli, Huang, Po-Sen, Cemgil, Taylan, Dvijotham, Krishnamurthy, Mann, Timothy, Kohli, Pushmeet
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)

Get full text

Conference Proceeding

TRAINING MORE SECURE NEURAL NETWORKS BY USING LOCAL LINEARITY REGULARIZATION

TRAINING MORE SECURE NEURAL NETWORKS BY USING LOCAL LINEARITY REGULARIZATION

by Qin, Chongli
Year of Publication 26.11.2020

Get full text

Patent

On a continuous time model of gradient descent dynamics and instability in deep learning

On a continuous time model of gradient descent dynamics and instability in deep learning

by Rosca, Mihaela, Wu, Yan, Qin, Chongli, Dherin, Benoit
Year of Publication 03.02.2023

Get full text

Journal Article

STABLE AND EFFICIENT TRAINING OF ADVERSARIAL MODELS BY AN ITERATED UPDATE OPERATION OF SECOND ORDER OR HIGHER

STABLE AND EFFICIENT TRAINING OF ADVERSARIAL MODELS BY AN ITERATED UPDATE OPERATION OF SECOND ORDER OR HIGHER

by Wu, Yan, Qin, Chongli
Year of Publication 09.12.2021

Get full text

Patent

Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples

Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples

by Jiralerspong, Marco, Bose, Avishek Joey, Gemp, Ian, Qin, Chongli, Bachrach, Yoram, Gidel, Gauthier
Year of Publication 08.02.2023

Get full text

Journal Article

Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples

Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples

by Gowal, Sven, Qin, Chongli, Uesato, Jonathan, Mann, Timothy, Kohli, Pushmeet
Year of Publication 07.10.2020

Get full text

Journal Article

FINDING A STATIONARY POINT OF A LOSS FUNCTION BY AN ITERATIVE ALGORITHM USING A VARIABLE LEARNING RATE VALUE

FINDING A STATIONARY POINT OF A LOSS FUNCTION BY AN ITERATIVE ALGORITHM USING A VARIABLE LEARNING RATE VALUE

by Wu, Yan, Rosca, Mihaela, Dherin, Benoit Richard Umbert, Qin, Chongli
Year of Publication 15.02.2024

Get full text

Patent

On a continuous time model of gradient descent dynamics and instability in deep learning

On a continuous time model of gradient descent dynamics and instability in deep learning

by Rosca, Mihaela, Wu, Yan, Qin, Chongli, Dherin, Benoit
Published in arXiv.org (13.09.2023)

Get full text

Paper

Training Generative Adversarial Networks by Solving Ordinary Differential Equations

Training Generative Adversarial Networks by Solving Ordinary Differential Equations

by Qin, Chongli, Wu, Yan, Springenberg, Jost Tobias, Brock, Andrew, Donahue, Jeff, Lillicrap, Timothy P, Kohli, Pushmeet
Year of Publication 28.10.2020

Get full text

Journal Article

Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples

Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples

by Jiralerspong, Marco, Bose, Avishek Joey, Gemp, Ian, Qin, Chongli, Bachrach, Yoram, Gauthier Gidel
Published in arXiv.org (13.03.2024)

Get full text

Paper

FINDING A STATIONARY POINT OF A LOSS FUNCTION BY AN ITERATIVE ALGORITHM USING A VARIABLE LEARNING RATE VALUE

FINDING A STATIONARY POINT OF A LOSS FUNCTION BY AN ITERATIVE ALGORITHM USING A VARIABLE LEARNING RATE VALUE

by ROSCA, Mihaela, WU, Yan, DHERIN, Benoit Richard Umbert, QIN, Chongli
Year of Publication 15.02.2024

Get full text

Patent

Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations

Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations

by Gowal, Sven, Qin, Chongli, Huang, Po-Sen, Cemgil, Taylan, Dvijotham, Krishnamurthy, Mann, Timothy, Kohli, Pushmeet
Year of Publication 06.12.2019

Get full text

Journal Article

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

by SUN, Ruoxi, PENEDONES, Hugo, SIFRE, Laurent, EVANS, Richard Andrew, QIN, Chongli, SENIOR, Andrew W, KIRKPATRICK, James, JUMPER, John, SIMONYAN, Karen
Year of Publication 16.10.2024

Get full text

Patent

An Alternative Surrogate Loss for PGD-based Adversarial Testing

An Alternative Surrogate Loss for PGD-based Adversarial Testing

by Gowal, Sven, Uesato, Jonathan, Qin, Chongli, Huang, Po-Sen, Mann, Timothy, Kohli, Pushmeet
Year of Publication 21.10.2019

Get full text

Journal Article

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

by SUN, Ruoxi, PENEDONES, Hugo, SIFRE, Laurent, EVANS, Richard Andrew, QIN, Chongli, SENIOR, Andrew W, KIRKPATRICK, James, JUMPER, John, SIMONYAN, Karen
Year of Publication 24.07.2024

Get full text

Patent

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

MACHINE LEARNING FOR DETERMINING PROTEIN STRUCTURES

by SUN, Ruoxi, PENEDONES, Hugo, SIFRE, Laurent, EVANS, Richard Andrew, QIN, Chongli, SENIOR, Andrew W, KIRKPATRICK, James, JUMPER, John, SIMONYAN, Karen
Year of Publication 24.07.2024

Get full text

Patent