Ajil Jalal
9 papers · 2017–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(8)
Models
(8)
Optimization & Theory
(8)
Computer Vision
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Core AI
(2)
Processing
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Domain-Specific
(1)
Keywords
generative model
(6)
compressed sensing
(5)
posterior sampling
(4)
deep generative model
(2)
langevin dynamics
(2)
image super-resolution
(1)
polynomial time
(1)
image denoising
(1)
image inpainting
(1)
variational autoencoder
(1)
total variation
(1)
sublinear sampling
(1)
magnetic resonance imaging
(1)
generalization bound
(1)
inverse problem
(1)
diffusion model
(1)
relu activation
(1)
generative prior
(1)
map estimation
(1)
image generation
(1)
Papers
Diffusion Posterior Sampling is Computationally Intractable
ICML 2024
Learning a 1-layer conditional generative model in total variation
NeurIPS 2023
Fairness for Image Generation with Uncertain Sensitive Attributes
ICML 2021
Instance-Optimal Compressed Sensing via Posterior Sampling
ICML 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
ICML 2021
Robust Compressed Sensing MRI with Deep Generative Priors
NeurIPS 2021
Robust compressed sensing using generative models
NeurIPS 2020
Inverting Deep Generative models, One layer at a time
NeurIPS 2019
Compressed Sensing using Generative Models
ICML 2017