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Quynh Nguyen
Quynh Nguyen
Senior Research Scientist
Verified email at quynhnguyen.org - Homepage
Title
Cited by
Cited by
Year
Latent Embeddings for Zero-shot Classification
Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele
IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2016, 2016
8312016
The Loss Surface of Deep and Wide Neural Networks
Q Nguyen, M Hein
International Conference on Machine Learning. ICML 2017, 2017
3022017
Optimization Landscape and Expressivity of Deep CNNs
Q Nguyen, M Hein
International Conference on Machine Learning. ICML 2018, 2018
140*2018
On Connected Sublevel Sets in Deep Learning
Q Nguyen
International Conference on Machine Learning. ICML 2019, 2019
992019
On the Loss Landscape of a Class of Deep Neural Networks with No Bad Local Valleys
Q Nguyen, MC Mukkamala, M Hein
International Conference on Learning Representations. ICLR 2019, 2019
882019
c‐myc‐dependent hepatoma cell apoptosis results from oxidative stress and not a deficiency of growth factors
Y Xu, Q Nguyen, DC Lo, MJ Czaja
Journal of cellular physiology 170 (2), 192-199, 1997
811997
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Q Nguyen, A Gautier, M Hein
IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2015, 2015
772015
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
Q Nguyen, M Mondelli, G Montufar
International Conference on Machine Learning. ICML 2021, 2020
682020
Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology
Q Nguyen, M Mondelli
Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
642020
ERK/MAPK pathway regulates GABAA receptors
CL Bell‐Horner, A Dohi, Q Nguyen, GH Dillon, M Singh
Journal of neurobiology 66 (13), 1467-1474, 2006
582006
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions
Q Nguyen, M Mukkamala, M Hein
International Conference on Machine Learning. ICML 2018, 2018
532018
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Q Nguyen
International Conference on Machine Learning. ICML 2021, 2021
502021
Induction of hepatoma cell apoptosis by c-myc requires zinc and occurs in the absence of DNA fragmentation
J Xu, Y Xu, Q Nguyen, PM Novikoff, MJ Czaja
American Journal of Physiology-Gastrointestinal and Liver Physiology 270 (1 …, 1996
501996
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods
A Gautier, Q Nguyen, M Hein
Advances in Neural Information Processing Systems. NIPS 2016, 2016
382016
An Efficient Multilinear Optimization Framework for Hypergraph Matching
Q Nguyen, F Tudisco, A Gautier, M Hein
Transactions on Pattern Analysis and Machine Intelligence. T-PAMI 2017 39 (6 …, 2016
282016
Observation of time-reversal symmetry breaking in the band structure of altermagnetic RuO2
O Fedchenko, J Minár, A Akashdeep, SW D’Souza, D Vasilyev, O Tkach, ...
Science Advances 10 (5), eadj4883, 2024
262024
A strategy for server management to improve cloud service QoS
BM Nguyen, D Tran, Q Nguyen
2015 IEEE/ACM 19th International Symposium on Distributed Simulation and …, 2015
122015
When Are Solutions Connected in Deep Networks?
Q Nguyen, P Brechet, M Mondelli
Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021
11*2021
TMEM106B regulates microglial proliferation and survival in response to demyelination
T Zhang, W Pang, T Feng, J Guo, K Wu, M Nunez Santos, A Arthanarisami, ...
Science advances 9 (18), eadd2676, 2023
72023
A Note on Connectivity of Sublevel Sets in Deep Learning
Q Nguyen
Technical Note, 2021
72021
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