Nancy Mehta
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Processing
(4)
Machine Learning
(3)
Architectures
(3)
Application Areas
(2)
Learning Types
(2)
Computer Science
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
image restoration
(3)
parameter efficiency
(2)
underwater image enhancement
(2)
attention mechanism
(1)
neural network optimization
(1)
computational complexity
(1)
distribution matching
(1)
image processing
(1)
mixture of expert
(1)
transformer network
(1)
frequency domain
(1)
task allocation
(1)
kolmogorov-arnold network
(1)
image enhancement
(1)
super resolution
(1)
image colorization
(1)
burst super-resolution
(1)
color matching
(1)
spatial attention
(1)
task routing
(1)
Papers
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
ICCV 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
CVPR 2025
USWformer: Efficient Sparse Wavelet Transformer for Underwater Image Enhancement
WACV 2025
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
ECCV 2024
See More Details: Efficient Image Super-Resolution by Experts Mining
ICML 2024
Spectroformer: Multi-Domain Query Cascaded Transformer Network for Underwater Image Enhancement
WACV 2024
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement
CVPR 2023