Ai Industry Phd Scholarship: Generative Models In The Fourier Domain Sydney
vor 1 Monat
Generative Models in the Fourier DomainDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence with a strong focus on industry engagement. The DSI boasts over 200 PhD students and 100 academic staff with award-winning researchers in AI.
In collaboration with Leonardo.Ai, we are advertising an industry PhD program that will tackle research questions at the bleeding edge of GenAI research, aiming to drive forward both foundational research in the field through traditional publication outputs and supercharging the Leonardo.Ai platform. Leonardo.Ai is a world leader in generative AI and is building one of the leading AI laboratories in foundational AI research. Recently acquired by Canva, Leonardo.Ai now hosts over 200 million users through the combined platforms. Both Leonardo.Ai and Canva uphold strong principles, including being good human beings, maximizing impact, moving at speed, and winning together.
Project Aims The overarching aim of this PhD is to explore and leverage the frequency domain (and other under-explored representations of pixel space) in training generative AI models across modalities (e.g. image, video). The goal is to mode-reverse the diffusion process by using an autoregressive transformer (or similar techniques) to iteratively predict the frequency coefficients (and phase values) of an image's frequencies from low to high. In model training and inference, we observe low-frequency components being initiated in the early generation steps, indicating that the denoising/attention process favors a starting point of broad-scale structure. Effectively, the Fourier domain is an underexplored space in training generative models, and we aim to exploit these techniques to produce state-of-the-art capabilities.
PhD research students will have access to leading-edge compute facilities (e.g. H100s), a team of world-class research leaders across UTS, Leonardo, and Canva, cutting-edge datasets for research, and mentoring and guidance to complete a best-in-class PhD research program.
Eligibility We are looking for the best of the best You will be adequately qualified to enter the UTS PhD scheme with Undergraduate/Postgraduate Qualifications in Computer Science, Data Science, AI, Physics, Mathematics, or equivalent.
Candidate Profile A strong background in programming, mathematics, statistics, physics, or signal processing.Knowledge and interest in Diffusion, GANs, LLMs, and generative AI, as demonstrated by independent project work on GitHub.Proficiency in modern deep learning frameworks such as Pytorch or Jax.Ideally, we are looking for candidates with previous experience in top-tier tech companies; however, we welcome applications from underrepresented groups and diverse backgrounds.Proficiency in English (both verbal and written).Location This PhD will be hosted at the University of Technology Sydney, with significant time spent at the Leonardo.Ai headquarters, located on the waterfront in North Sydney (20 mins train ride from UTS).
Full Domestic Scholarship: Open to Australian citizens who will receive a full scholarship of $37k per year stipend + $10k per year top-up for 3.5 years.
Full International Scholarship: Open to all international applicants with a $37k per year stipend, $45k per year international fees, and a $30k per year top-up for 3.5 years. Student visas will be provided by UTS.
#J-18808-Ljbffr
-
Sydney, Österreich Leonardo Interactive Pty VollzeitGenerative Models in the Fourier DomainDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence with a strong focus on industry engagement. The DSI boasts over 200 PhD students and 100 academic staff, including award-winning researchers in AI.In...
-
Sydney, Österreich Leonardo Interactive Pty VollzeitGenerative Models in the Fourier DomainDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence with a strong focus on industry engagement.The DSI boasts over 200 PhD students and 100 academic staff, including award-winning researchers in AI.In collaboration...
-
Sydney, Österreich Leonardo Interactive Pty VollzeitEfficient Architectural Designs for Generative AI modelsDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement. The DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Sydney, Österreich Leonardo Interactive Pty VollzeitEfficient Architectural Designs for Generative AI modelsDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement. The DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Sydney, Österreich Tideri Jobbörse VollzeitEfficient Architectural Designs for Generative AI models Description The Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement.The DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Sydney, Österreich Tideri Jobbörse VollzeitEfficient Architectural Designs for Generative AI models Description The Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement.The DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Sydney, Österreich Tideri Jobbörse VollzeitEfficient Architectural Designs for Generative AI models Description The Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence, with a strong focus on industry engagement.The DSI boasts over 200 PhD students and 100 academic staff with award-winning researchers in AI.In...
-
Sydney, Österreich Leonardo Interactive Pty VollzeitEfficient Architectural Designs for Generative AI modelsDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement.The DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in AI.In...
-
Sydney, Österreich Leonardo Interactive Pty VollzeitSafety and Bias in Generative AIDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on industry engagement. The UTS Data Science Institute boasts over 200 PhD students and 100 academic staff with award-winning researchers in AI.In...
-
Industry Phd Scholarship: Safety And Bias
vor 1 Monat
Sydney, Österreich Leonardo Interactive Pty VollzeitSafety and Bias in Generative AIDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement. The UTS Data Science Institute DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Industry Phd Scholarship: Safety And Bias
Vor 4 Tagen
Sydney, Österreich Leonardo Interactive Pty VollzeitSafety and Bias in Generative AIDescriptionThe Data Science Institute (DSI) at the University of Technology Sydney (UTS) is a world leader in data science and ethical artificial intelligence and has a strong focus on Industry engagement.The UTS Data Science Institute DSI boasts over 200 PhD students and 100 academic staff with award winning researchers in...
-
Generative Ai Engineer
vor 3 Monaten
Sydney, Österreich Tideri Jobbörse VollzeitGenerative AI Engineer - AWS Hybrid role - 2 days from Sydney office Roles & Responsibilities We are seeking a highly skilled and experienced Generative AI Engineer to join our team.As a Generative AI Engineer, you will be responsible for designing, training, and customizing Generative AI architectures for image-to-text and/or text-to-image...
-
Generative Ai Engineer
vor 3 Monaten
Sydney, Österreich Rackspace VollzeitGenerative AI Engineer - AWS Hybrid role - 2 days from Sydney officeRoles & Responsibilities We are seeking a highly skilled and experienced Generative AI Engineer to join our team.As a Generative AI Engineer, you will be responsible for designing, training, and customizing Generative AI architectures for image-to-text and/or text-to-image...
-
Generative Ai Engineer
vor 2 Monaten
Sydney, Österreich Tideri Jobbörse VollzeitWe are seeking a highly skilled and experienced Generative AI Engineer to join our team.As a Generative AI Engineer, you will be responsible for designing, training, and customizing Generative AI architectures for image-to-text and/or text-to-image projects.Additionally, you will apply your expertise in Deep Learning for computer vision (CV), time series...
-
Principal Ai Domain Architect
Vor 4 Tagen
Sydney, Österreich Insurance Australia Group Limited VollzeitHave a meaningful impact as a Principal AI Domain Architect. Join the largest general insurance group in Australia and New Zealand.YOUR ROLE As a Principal AI Domain Architect, you'll play a pivotal role within the Enterprise AI and Engineering Activation team in the CTO unit in scaling AI and GenAI across IAG organisation, by shaping the architecture and...
-
Principal Ai Domain Architect
Vor 4 Tagen
Sydney, Österreich Insurance Australia Group Limited VollzeitHave a meaningful impact as a Principal AI Domain Architect.Join the largest general insurance group in Australia and New Zealand.YOUR ROLEAs a Principal AI Domain Architect, you'll play a pivotal role within the Enterprise AI and Engineering Activation team in the CTO unit in scaling AI and GenAI across IAG organisation, by shaping the architecture and...
-
Principal Ai Domain Architect
Vor 4 Tagen
Sydney, Österreich Iag VollzeitHave a meaningful impact as a Principal AI Domain Architect.Join the largest general insurance group in Australia and New Zealand.YOUR ROLEAs a Principal AI Domain Architect, you'll play a pivotal role within the Enterprise AI and Engineering Activation team in the CTO unit in scaling AI and GenAI across IAG organisation, by shaping the architecture and...
-
Principal Ai Domain Architect
Vor 4 Tagen
Sydney, Österreich Iag VollzeitHave a meaningful impact as a Principal AI Domain Architect. Join the largest general insurance group in Australia and New Zealand.YOUR ROLE As a Principal AI Domain Architect, you'll play a pivotal role within the Enterprise AI and Engineering Activation team in the CTO unit in scaling AI and GenAI across IAG organisation, by shaping the architecture and...
-
Sydney, Österreich Tideri Jobbörse VollzeitSenior Data Scientist, AWS Generative AI Innovation Center Job ID: 2658172 | Amazon Web Services EMEA Dubai FZ Branch - Q29 Amazon launched the Generative AI Innovation Center (GenAIIC) in Jun 2023 to help AWS customers accelerate the use of generative AI to solve business and operational problems and promote innovation in their organization.This is a team...
-
Sydney, Österreich The International Society For Bayesian Analysis VollzeitPrestigious Scientia PhD Scholarship on Panel Data Methods and ModelsApplications are now open for the prestigious UNSW Scientia PhD Scholarship Scheme on the project Panel Data Models and Methods under the supervision of Scientia Professor Robert Kohn, Professor Scott Sisson, Professor Denzil Fiebig, and Professor Denise Doiron.The UNSW Scientia PhD...
