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Zongben Xu

Identifiers

  • name variant Zongben Xu 0.60 · backfill

Papers (48)

  1. BaRA: Bayesian Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning cs.LG · 2026 · author #6
  2. Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration cs.CV · 2026 · author #3
  3. A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws cs.LG · 2026 · author #4
  4. Rotation Equivariant Mamba for Vision Tasks cs.CV · 2026 · author #6
  5. Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net cs.CV · 2019 · author #6
  6. HyperAdam: A Learnable Task-Adaptive Adam for Network Training cs.LG · 2018 · author #3
  7. Model-Driven Deep Learning for Physical Layer Communications cs.IT · 2018 · author #6
  8. Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN cs.CV · 2018 · author #6
  9. Small Sample Learning in Big Data Era cs.LG · 2018 · author #2
  10. Semi-supervised Transfer Learning for Image Rain Removal cs.CV · 2018 · author #4
  11. Joint Analysis of Individual-level and Summary-level GWAS Data by Leveraging Pleiotropy q-bio.GN · 2018 · author #7
  12. Learning through deterministic assignment of hidden parameters cs.LG · 2018 · author #3
  13. Seismic Wave Equations in Tight Oil/Gas Sandstone Media physics.geo-ph · 2018 · author #7
  14. Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images cs.CV · 2017 · author #5
  15. SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning cs.CV · 2017 · author #5
  16. ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI cs.CV · 2017 · author #4
  17. Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network cs.CV · 2017 · author #5
  18. Denoising Hyperspectral Image with Non-i.i.d. Noise Structure cs.CV · 2017 · author #5
  19. Greedy Criterion in Orthogonal Greedy Learning cs.LG · 2016 · author #5
  20. Low-rank Matrix Factorization under General Mixture Noise Distributions cs.CV · 2016 · author #5
  21. Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition cs.CV · 2015 · author #4
  22. Sparse Index Tracking Based On $L_{1/2}$ Model And Algorithm math.OC · 2015 · author #2
  23. An Efficient Optimization Approach for a Cardinality-Constrained Index Tracking Problem math.OC · 2015 · author #3
  24. Shrinkage degree in $L_2$-re-scale boosting for regression cs.LG · 2015 · author #4
  25. Convergence of multi-block Bregman ADMM for nonconvex composite problems math.OC · 2015 · author #3
  26. Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements cs.CV · 2015 · author #7
  27. Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal cs.CV · 2015 · author #3
  28. Video Primal Sketch: A Unified Middle-Level Representation for Video cs.CV · 2015 · author #2
  29. Greedy metrics in orthogonal greedy learning cs.LG · 2014 · author #4
  30. Convergence of Bregman alternating direction method with multipliers for nonconvex composite problems math.OC · 2014 · author #2
  31. On parallel multisplitting block iterative methods for linear systems arising in the numerical solution of Euler equations math.NA · 2014 · author #3
  32. Learning and approximation capability of orthogonal super greedy algorithm cs.LG · 2014 · author #3
  33. Linear Convergence of Adaptively Iterative Thresholding Algorithms for Compressed Sensing math.OC · 2014 · author #5
  34. A Cyclic Coordinate Descent Algorithm for lq Regularization math.OC · 2014 · author #4
  35. On the Optimal Solution of Weighted Nuclear Norm Minimization cs.CV · 2014 · author #7
  36. Sparse K-Means with $\ell_{\infty}/\ell_0$ Penalty for High-Dimensional Data Clustering stat.ML · 2014 · author #4
  37. Categorization Axioms for Clustering Results cs.LG · 2014 · author #2
  38. Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm math.OC · 2014 · author #3
  39. Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II) cs.LG · 2014 · author #4
  40. Learning rates of $l^q$ coefficient regularization learning with Gaussian kernel cs.LG · 2013 · author #4
  41. $L_{1/2}$ Regularization: Convergence of Iterative Half Thresholding Algorithm cs.NA · 2013 · author #4
  42. Compressed Sensing SAR Imaging with Multilook Processing cs.IT · 2013 · author #2
  43. Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding cs.IT · 2013 · author #3
  44. Fast Compressed Sensing SAR Imaging based on Approximated Observation cs.IT · 2013 · author #2
  45. A recursive divide-and-conquer approach for sparse principal component analysis cs.CV · 2012 · author #3
  46. Dictionary learning under global sparsity constraint cs.DS · 2012 · author #4
  47. Divide-and-Conquer Method for L1 Norm Matrix Factorization in the Presence of Outliers and Missing Data cs.NA · 2012 · author #2
  48. On $[[n,n-4,3]]_{q}$ Quantum MDS Codes for odd prime power $q$ cs.IT · 2009 · author #2

Mentions

  • 2606.29184 #6 · arxiv_oai · confidence 0.70 Zongben Xu
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Frequent Coauthors