Seuraa
Fanghui Liu
Fanghui Liu
Assistant Professor, University of Warwick
Vahvistettu sähköpostiosoite verkkotunnuksessa warwick.ac.uk - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Random Features for Kernel Approximation: A Survey on Algorithms, Theory, and Beyond
F Liu, X Huang, Y Chen, JAK Suykens
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
1522021
Robust visual tracking revisited: From correlation filter to template matching
F Liu, C Gong, X Huang, T Zhou, J Yang, D Tao
IEEE Transactions on Image Processing 27 (6), 2777-2790, 2018
672018
Robust visual tracking via online discriminative and low-rank dictionary learning
T Zhou, F Liu, H Bhaskar, J Yang
IEEE transactions on cybernetics 48 (9), 2643-2655, 2017
492017
Co-saliency detection via inter and intra saliency propagation
C Ge, K Fu, F Liu, L Bai, J Yang
Signal Processing: Image Communication 44, 69-83, 2016
462016
Kernel regression in high dimensions: Refined analysis beyond double descent
F Liu, Z Liao, J Suykens
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021
382021
Graph regularized and locality-constrained coding for robust visual tracking
T Zhou, H Bhaskar, F Liu, J Yang
IEEE Transactions on Circuits and Systems for Video Technology 27 (10), 2153 …, 2016
362016
Deep kernel learning via random Fourier features
J Xie, F Liu, K Wang, X Huang
arXiv preprint arXiv:1910.02660, 2019
192019
Visual tracking via nonnegative multiple coding
F Liu, C Gong, T Zhou, K Fu, X He, J Yang
IEEE Transactions on Multimedia 19 (12), 2680-2691, 2017
192017
Random Fourier features via fast surrogate leverage weighted sampling
F Liu, X Huang, Y Chen, J Yang, J Suykens
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4844-4851, 2020
182020
Learning Data-adaptive Non-parametric Kernels.
F Liu, X Huang, C Gong, J Yang, L Li
Journal of Machine Learning Research (JMLR) 21 (208), 1-39, 2020
182020
Indefinite kernel logistic regression with concave-inexact-convex procedure
F Liu, X Huang, C Gong, J Yang, JAK Suykens
IEEE Transactions on Neural Networks and Learning Systems 30 (3), 765-776, 2018
162018
Online discriminative dictionary learning for robust object tracking
T Zhou, F Liu, H Bhaskar, J Yang, H Zhang, P Cai
Neurocomputing 275, 1801-1812, 2018
152018
Inverse nonnegative local coordinate factorization for visual tracking
F Liu, T Zhou, C Gong, K Fu, L Bai, J Yang
IEEE Transactions on Circuits and Systems for Video Technology 28 (8), 1752-1764, 2017
142017
Online learning and joint optimization of combined spatial-temporal models for robust visual tracking
T Zhou, H Bhaskar, F Liu, J Yang, P Cai
Neurocomputing 226, 221-237, 2017
142017
Robust visual tracking via constrained correlation filter coding
F Liu, T Zhou, K Fu, J Yang
Pattern Recognition Letters 84, 163-169, 2016
122016
Generalization Properties of NAS under Activation and Skip Connection Search
Z Zhu, F Liu, GG Chrysos, V Cevher
Advances in Neural Information Processing Systems (NeurIPS), 2022
112022
Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Z Zhu, F Liu, GG Chrysos, V Cevher
Advances in Neural Information Processing Systems (NeurIPS), 2022
102022
Geometric affine transformation estimation via correlation filter for visual tracking
F Liu, T Zhou, J Yang
Neurocomputing 214, 109-120, 2016
102016
On the Double Descent of Random Features Models Trained with SGD
F Liu, JAK Suykens, V Cevher
Advances in Neural Information Processing Systems (NeurIPS), 2022
92022
Fast learning in reproducing kernel krein spaces via signed measures
F Liu, X Huang, Y Chen, J Suykens
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021
92021
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–20