Jalal, Ajil
- Compressed Sensing using Generative Models
2017/03/09 by Ashish Bora, Ajil Jalal, Bora, Ashish +5 · 37 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Integrated Circuits and Semiconductor Failure Analysis #Image and Signal Denoising Methods
- Deep Learning Techniques for Inverse Problems in Imaging
2020/05/12 by Greg Ongie, Ajil Jalal, Ongie, Gregory +9 · 29 citations
Medicine · Engineering · #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #Advanced X-ray and CT Imaging
- Robust Compressed Sensing MRI with Deep Generative Priors
2021/08/03 by Ajil Jalal, Jalal, Ajil, Marius Arvinte +9 · 26 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
- Compressed Sensing with Deep Image Prior and Learned Regularization
2018/06/17 by Dave Van Veen, Ajil Jalal, Van Veen, Dave +9 · 10 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging #Image and Signal Denoising Methods
- High Dimensional Channel Estimation Using Deep Generative Networks
2020/06/24 by Balevi, Eren, Doshi, Akash, Jalal, Ajil +2 · 6 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Inverting Deep Generative models, One layer at a time
2019/06/18 by Lei, Qi, Jalal, Ajil, Dhillon, Inderjit S. +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Accelerated Motion Correction with Deep Generative Diffusion Models
2022/11/01 by Brett Levac, Levac, Brett, Kumar, Sidharth +4 · 3 citations
Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
- Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
2021/02/15 by Daras, Giannis, Dean, Joseph, Jalal, Ajil +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models
2023/06/05 by Ravula, Sriram, Levac, Brett, Jalal, Ajil +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Diffusion Posterior Sampling is Computationally Intractable
2024/02/20 by Gupta, Shivam, Jalal, Ajil, Parulekar, Aditya +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Robust Compressed Sensing using Generative Models
2020/06/16 by Jalal, Ajil, Liu, Liu, Dimakis, Alexandros G. +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Instance-Optimal Compressed Sensing via Posterior Sampling
2021/06/21 by Jalal, Ajil, Karmalkar, Sushrut, Dimakis, Alexandros G. +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MRI Reconstruction with Side Information using Diffusion Models
2023/03/26 by Brett Levac, Levac, Brett, Ajil Jalal +5 · 1 citation
Computer Science · Mathematics · #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Signal Processing (eess.SP) #Statistical Methods and Inference #electronic engineering #information engineering
- PerMod: Perceptually Grounded Voice Modification with Latent Diffusion Models
2023/12/13 by Robin Netzorg, Netzorg, Robin, Ajil Jalal +5 · 1 citation
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering