Jie Xiao
17 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5)
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Hot Topic Early Bird
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Conference Polyglot
(6)
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Dynamic Duo
(11)
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Topic Evolution
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Prolific Year
(7)
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(16)
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(5)
Conferences
CVPR (7)
AAAI (3)
ICML (3)
ICCV (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
image restoration
(7)
catastrophic forgetting
(3)
image generation
(2)
image deblurring
(2)
image denoising
(2)
image de-raining
(2)
knowledge distillation
(2)
diffusion model
(2)
neural network
(2)
self-attention mechanism
(1)
backdoor defense
(1)
video generation
(1)
self-supervised learning
(1)
attention mechanism
(1)
local attention
(1)
continual learning
(1)
principal component analysis
(1)
image forgery detection
(1)
anomaly detection
(1)
incremental learning
(1)
Papers
CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning
AAAI 2026
DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration
AAAI 2025
A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization
AAAI 2025
Continuous Adverse Weather Removal via Degradation-Aware Distillation
CVPR 2025
MangaNinja: Line Art Colorization with Precise Reference Following
CVPR 2025
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
CVPR 2025
FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
CVPR 2025
Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions
ICCV 2025
DreamClean: Restoring Clean Image Using Deep Diffusion Prior
ICLR 2024
CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models
ICML 2024
HomoFormer: Homogenized Transformer for Image Shadow Removal
CVPR 2024
Random Shuffle Transformer for Image Restoration
ICML 2023
Learning Sample Relationship for Exposure Correction
CVPR 2023
Stochastic Window Transformer for Image Restoration
NIPS 2022
Principled Knowledge Extrapolation with GANs
ICML 2022
Improving De-Raining Generalization via Neural Reorganization
ICCV 2021
Image De-Raining via Continual Learning
CVPR 2021