Ajil Jalal
9 papers · 2017–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (7) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
ICML (5)
NIPS (4)
Top co-authors
Keywords
generative model
(6)
compressed sensing
(5)
posterior sampling
(3)
deep generative model
(2)
langevin dynamics
(2)
magnetic resonance imaging
(1)
total variation
(1)
image inpainting
(1)
polynomial time
(1)
sublinear sampling
(1)
generalization bound
(1)
inverse problem
(1)
relu activation
(1)
generative prior
(1)
variational autoencoder
(1)
generative adversarial network
(1)
group fairness
(1)
latent optimization
(1)
linear program
(1)
conditional generative model
(1)
Papers
Diffusion Posterior Sampling is Computationally Intractable
ICML 2024
Learning a 1-layer conditional generative model in total variation
NIPS 2023
Robust Compressed Sensing MRI with Deep Generative Priors
NIPS 2021
Fairness for Image Generation with Uncertain Sensitive Attributes
ICML 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
ICML 2021
Instance-Optimal Compressed Sensing via Posterior Sampling
ICML 2021
Robust compressed sensing using generative models
NIPS 2020
Inverting Deep Generative models, One layer at a time
NIPS 2019
Compressed Sensing using Generative Models
ICML 2017