Morteza Mardani
16 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (15)
π
Academic Marathon
(7)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Triple Crown
π
Century Club
(16)
π₯
Unstoppable
(6)
Conferences
ICLR (9)
ICML (4)
NIPS (3)
Top co-authors
Keywords
diffusion model
(2)
image super-resolution
(2)
convex optimization
(1)
motion synthesis
(1)
deformable convolution
(1)
attention mechanism
(1)
image synthesis
(1)
image reconstruction
(1)
video super-resolution
(1)
texture synthesis
(1)
magnetic resonance imaging
(1)
proximal gradient descent
(1)
inverse problem
(1)
convolutional neural network
(1)
controllable generation
(1)
latent diffusion
(1)
fast fourier transform
(1)
temporal consistency
(1)
residual network
(1)
monte carlo method
(1)
Papers
Repulsive Latent Score Distillation for Solving Inverse Problems
ICLR 2025
Heavy-Tailed Diffusion Models
ICLR 2025
Adaptive Flow Matching for Resolving Small-Scale Physics
ICML 2025
A Variational Perspective on Solving Inverse Problems with Diffusion Models
ICLR 2024
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
NIPS 2024
Scaling Convex Neural Networks with Burer-Monteiro Factorization
ICLR 2024
Compositional Text-to-Image Generation with Dense Blob Representations
ICML 2024
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation
ICML 2023
Pseudoinverse-Guided Diffusion Models for Inverse Problems
ICLR 2023
Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization
ICLR 2022
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators
ICLR 2022
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers
ICML 2022
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions
ICLR 2022
Convex Regularization behind Neural Reconstruction
ICLR 2021
Neural FFTs for Universal Texture Image Synthesis
NIPS 2020
Neural Proximal Gradient Descent for Compressive Imaging
NIPS 2018