| 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 | 852 | 2016 |
| The Loss Surface of Deep and Wide Neural Networks Q Nguyen, M Hein International Conference on Machine Learning. ICML 2017, 2017 | 314 | 2017 |
| Optimization Landscape and Expressivity of Deep CNNs Q Nguyen, M Hein International Conference on Machine Learning. ICML 2018, 2018 | 147* | 2018 |
| On Connected Sublevel Sets in Deep Learning Q Nguyen International Conference on Machine Learning. ICML 2019, 2019 | 103 | 2019 |
| 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 | 90 | 2019 |
| 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 | 81 | 1997 |
| 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 | 79 | 2015 |
| 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 | 77 | 2020 |
| 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 | 72 | 2020 |
| 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 | 68 | 2024 |
| 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 | 60 | 2018 |
| 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 | 59 | 2006 |
| 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 | 56 | 2021 |
| 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 | 51 | 1996 |
| 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 | 40 | 2016 |
| 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 | 29 | 2016 |
| When Are Solutions Connected in Deep Networks? Q Nguyen, P Brechet, M Mondelli Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021 | 14* | 2021 |
| 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 | 12 | 2015 |
| Current state-of-the-art and gaps in platform trials: 10 things you should know, insights from EU-PEARL F Koenig, C Spiertz, D Millar, S Rodríguez-Navarro, N Machín, ... Eclinicalmedicine 67, 2024 | 9 | 2024 |
| 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 | 9 | 2023 |
Matthias HeinProfessor of Computer Science, University of TübingenVerified email at uni-tuebingen.de
