Jie Xiao
20 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Computer Vision
(16)
Deep Learning
(12)
Processing
(11)
Machine Learning
(10)
Generation
(7)
Models
(6)
Architectures
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Analysis
(3)
Application Areas
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(2)
Keywords
image restoration
(8)
diffusion model
(3)
catastrophic forgetting
(3)
image deraining
(3)
image generation
(2)
image denoising
(2)
image deblurring
(2)
knowledge distillation
(2)
neural network
(2)
self-attention mechanism
(1)
curriculum learning
(1)
principal component analysis
(1)
video generation
(1)
backdoor defense
(1)
local attention
(1)
continual learning
(1)
image captioning
(1)
anomaly detection
(1)
semantic parsing
(1)
variational inference
(1)
Papers
CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning
AAAI 2026
FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution
CVPR 2026
Generalizable Structure-Aware Keypoint Correspondence for Category-Unified 3D Single Object Tracking
CVPR 2026
Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training
CVPR 2026
A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization
AAAI 2025
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
CVPR 2025
Continuous Adverse Weather Removal via Degradation-Aware Distillation
CVPR 2025
DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration
AAAI 2025
Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions
ICCV 2025
FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
CVPR 2025
MangaNinja: Line Art Colorization with Precise Reference Following
CVPR 2025
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models
ICML 2024
DreamClean: Restoring Clean Image Using Deep Diffusion Prior
ICLR 2024
HomoFormer: Homogenized Transformer for Image Shadow Removal
CVPR 2024
Learning Sample Relationship for Exposure Correction
CVPR 2023
Random Shuffle Transformer for Image Restoration
ICML 2023
Principled Knowledge Extrapolation with GANs
ICML 2022
Stochastic Window Transformer for Image Restoration
NeurIPS 2022
Image De-Raining via Continual Learning
CVPR 2021
Improving De-Raining Generalization via Neural Reorganization
ICCV 2021