Nancy Mehta
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(2)
Conferences
CVPR (2)
WACV (2)
ECCV (1)
ICCV (1)
ICML (1)
Top co-authors
Research topics
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)
image colorization
(1)
burst super-resolution
(1)
color matching
(1)
spatial attention
(1)
task routing
(1)
feature resolution
(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
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
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
ECCV 2024
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement
CVPR 2023