Xiaotong Luo
10 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🤝 Dynamic Duo (10)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(8)
Processing
(8)
Machine Learning
(4)
Application Areas · Machine Learning
(3)
Models
(3)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Analysis
(1)
Application Areas · Deep Learning
(1)
Architectures
(1)
Generation
(1)
Techniques
(1)
Keywords
image restoration
(6)
diffusion model
(3)
model compression
(2)
domain adaptation
(2)
energy efficiency
(1)
early exit
(1)
lottery ticket hypothesis
(1)
test-time adaptation
(1)
domain generalization
(1)
neural network optimization
(1)
attention mechanism
(1)
image super-resolution
(1)
spiking neural network
(1)
generative model
(1)
self-supervised learning
(1)
reinforcement learning
(1)
deep neural network
(1)
low-rank adaptation
(1)
perceptual quality
(1)
neural network pruning
(1)
Papers
Degradation-Consistent Test-Time Adaptation for All-in-One Image Restoration
CVPR 2026
Diffusion Once and Done: Degradation-Aware LoRA for All-in-One Image Restoration
AAAI 2026
SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration
AAAI 2026
UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration
CVPR 2026
AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution
AAAI 2024
SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution
AAAI 2024
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
NeurIPS 2024
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution
NeurIPS 2023
Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis
CVPR 2023
LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block
ECCV 2020