Xi-Le Zhao
11 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Processing
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
unsupervised learning
(2)
alternating direction method of multiplier
(2)
tensor nuclear norm
(2)
tensor factorization
(2)
image restoration
(2)
compressive sensing
(1)
convex optimization
(1)
contrastive learning
(1)
neural network optimization
(1)
convergence guarantee
(1)
efficient computing
(1)
tensor decomposition
(1)
image denoising
(1)
kernel estimation
(1)
model adaptation
(1)
tensor completion
(1)
image deblurring
(1)
gaussian splatting
(1)
total variation
(1)
noise suppression
(1)
Papers
Gaussian Splatting-based Low-Rank Tensor Representation for Multi-Dimensional Image Recovery
CVPR 2026
Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective
AAAI 2026
Blind Noisy Image Deblurring Using Residual Guidance Strategy
ICCV 2025
Functional Transform-Based Low-Rank Tensor Factorization for Multi-Dimensional Data Recovery
ECCV 2024
Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data
ECCV 2024
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective
CVPR 2024
Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion
IJCAI 2022
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging
CVPR 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity
CVPR 2022
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion
AAAI 2021
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
CVPR 2017