Ali Garjani

Hi! I'm Ali Garjani, a master's student studying Computational Science and Engineering 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 theory and use mathematical concepts to tackle them.

Publications

Scaling Vision Models to Tens of Tasks and Modalities

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

Under Review

Website
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

Creative Coding

some of them are created using swiss.gl

> Bits & Beats

> FracTale

> H A Z E

Publications

Scaling Vision Models to 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

> Bits & Beats

> FracTale

> H A Z E