Seungjun Nah
7 papers · 2017–2023 · 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 (14) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(4)
Machine Learning
(4)
Processing
(4)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
image deblurring
(3)
motion blur
(2)
image restoration
(2)
structured sparsity
(1)
dynamic scene
(1)
hidden state
(1)
inverse problem
(1)
convolutional neural network
(1)
recurrent neural network
(1)
end-to-end learning
(1)
perceptual quality
(1)
video diffusion
(1)
temporal coherence
(1)
video processing
(1)
structured pruning
(1)
model efficiency
(1)
multi-scale learning
(1)
video deblurring
(1)
temporal relationship
(1)
network compression
(1)
Papers
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
ICCV 2023
Attentive Fine-Grained Structured Sparsity for Image Restoration
CVPR 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
ECCV 2022
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring
ICLR 2022
Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring
CVPR 2019
Clustering Convolutional Kernels to Compress Deep Neural Networks
ECCV 2018
Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring
CVPR 2017