Ali Garjani

Hi! I'm Ali Garjani, a graduate of the Computational Science and Engineering master's program at EPFL with a B.S. in Computer Engineering. I've participated in research projects at VILAB, supervised by Amir Zamir, and IVRL, supervised by Sabine Süsstrunk. Moreover, I worked with Deniz Gündüz lab as a research intern during my bachelor's. I'm interested in looking into computer vision problems through a more theoratical approach.

Publications & Preprints

4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities

Roman Bachmann*, Oğuzhan Fatih Kar*, David Mizrahi*, Ali Garjani, Mingfei Gao, David Griffiths, Jiaming Hu, Afshin Dehghan, Amir Zamir

Neural Informaction Processing Systems (Neurips) 2024

Website | Code | Arxiv | Demo
Neural Distributed Image Compression Using Common Information

Nitish Mital*, Ezgi Özyılkan*, Ali Garjani*, Deniz Gündüz

Data Compression Conference (DCC) 2022

Code | Arxiv | YouTube | Slides
Neural Distributed Image Compression with Cross-Attention Feature Alignment

Nitish Mital*, Ezgi Özyılkan*, Ali Garjani*, Deniz Gündüz

Winter Conference on Applications of Computer Vision (WACV) 2023

Code | Arxiv
Forecasting Influenza Hemagglutinin Mutations Through the Lens of Anomaly Detection

Ali Garjani, Atoosa Malemir Chegini, Mohammadreza Salehi, Alireza Tabibzadeh, Parastoo Yousefi, Mohammad Hossein Razizadeh, Moein Esghaei, Maryam Esghaei, Mohammad Hossein Rohban

Scientific Reports Journal - Nature 2023

Code | ArXiv

Ali Garjani

Publications & Preprints

4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities

Neural Distributed Image Compression Using Common Information

Neural Distributed Image Compression with Cross-Attention Feature Alignment

Forecasting Influenza Hemagglutinin Mutations Through the Lens of Anomaly Detection

Creative Coding

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