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User:Miguel AIML/sandbox

Coordinates: 34°55′15.18″S 138°36′28.91″E / 34.9208833°S 138.6080306°E / -34.9208833; 138.6080306 (Australian Institure for Machine Learning)
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Australian Institute for Machine Learning
This is a photograph of the Australian Institute for Machine Learning in Lot Fourteen, next to the Australian Space Agency headquarters.
AIML in Lot Fourteen
Established2018; 7 years ago (2018)
Field of research
Artificial intelligence, machine learning
DirectorSimon Lucey
AddressNorth Terrace
LocationAdelaide, South Australia
34°55′15.18″S 138°36′28.91″E / 34.9208833°S 138.6080306°E / -34.9208833; 138.6080306 (Australian Institure for Machine Learning)
AffiliationsUniversity of Adelaide
Websiteadelaide.edu.au/aiml

The Australian Institute for Machine Learning (AIML) is a research institute focused on artificial intelligence (AI), computer vision, deep learning and machine learning. It is based at the Lot Fourteen precinct in Adelaide, South Australia.

AIML is the largest university-based machine learning research group in Australia and is Australia's first institute dedicated to research in machine learning.[1]

History and initiatives

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AIML was established in 2018 as part of the University of Adelaide when it incorporated its Australian Centre for Visual Technologies (ACVT),[2] led by Anton van den Hengel as the founding director.[3] The Government of South Australia allocated A$7.1 million to support the institute's launch.[4]

American aerospace and defence corporation Lockheed Martin was AIML's founding partner in 2018.[5] Between then and 2021, AIML worked with 21 companies, improving their AI and machine learning capabilities and developing a number of new AI products.[6] One of these was visual effects and animation business Rising Sun Pictures, with which developed machine learning tools.[7][6] Another partner is Acacia Systems, a defence technology company that specialises in data fusions and tactical tools.[8] Microsoft also signed a memorandum of understanding with AIML in 2021 to collaboratively investigate how advanced cloud computing, AI, computer vision and machine learning can be applied in space.[9][10]

AIML became a tenant at Lot Fourteen in 2020.[11] Simon Lucey was appointed as director in October that year.[citation needed] ← This claim needs a reference.

In 2021, AIML launched the Centre for Augmented Reasoning (CAR), a four-year A$20 million initiative funded by the federal Department of Education to advance machine learning research, under the leadership of Anton van den Hengel as CAR director.[12][13] CAR aims to improve AI's ability to process human instructions and interactions through natural conversation[14] and has provided funding and operational support to the Kingston AI Group of Australian AI professors.[citation needed] ← This claim needs a reference.

In 2023, the Grains Research and Development Corporation (GRDC) awarded AIML A$1.9 million to develop machine learning capability for the University of Adelaide node of the Analytics for the Australian Grains Industry (AAGI) and enhance the profitability and global competitiveness of the Australian grains sector.[15][16] ← I would recommend paraphrasing this.

In September 2024, the University of Adelaide announced a five-year strategic partnership between AIML and the Commonwealth Bank of Australia (CommBank) to establish the CommBank Centre for Foundational AI Research with A$6 million in funding, aimed at advancing foundational AI research and capability in Australia.[17][18]

In December 2024, AIML partnered with CSIRO's Data61 to launch the Responsible AI Research (RAIR) Centre, focusing on ethical AI development and governance.[19] With A$20 million investment from the University of Adelaide, CSIRO and the South Australian Government, the RAIR Centre aims to address key challenges in responsible AI at a national and international scale.[19] Javen (Qinfeng) Shi was appointed as Interim Director of the RAIR Centre in February 2025.[20]

Also in 2024, AIML launched the Industrial AI Program, supported by A$12 million in funding from the Government of South Australia through the Department of State Development's Research and Innovation Fund.[citation needed] This program seeks to enhance AI adoption in industrial sectors, driving economic growth and job creation in South Australia.[citation needed] ← These claims needs references; "driving economic growth and job creation" may be too broad.

In 2026, AIML is expected to become an entity of Adelaide University following the merger between the University of Adelaide and the University of South Australia.[21]

Research

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AIML operates on an open access model, making most of its research publicly available through conferences, journals and open source software.[22] Its researchers apply machine learning across various industries, including but not limited to agriculture, medical imaging, manufacturing, mining and filmmaking.[22] The institute's research spans various machine learning areas, such as pedestrian detection, semantic segmentation, object tracking, image classification and face detection.[citation needed] ← This claim needs a reference.

In 2022, AIML partnered with the Australian Strategic Policy Institute (ASPI) to create "Artificial intelligence: your questions answered", a collection of short papers that offer a primer into the world of AI and the opportunities and risks this technology presents to Australia.[23] The papers were edited by AIML Institute Manager Kathy Nicholson and Adam Slonim.[23]

In 2023, AIML partnered with the Australian Academy of Technological Sciences and Engineering (ATSE) to develop "Responsible AI: Your questions answered", a collection of short papers that aim to offer "an insight into the world of responsible artificial intelligence and the opportunities this presents to Australia."[24]

AIML also explores AI applications in healthcare, focusing on ethical clinical implementation, biomarker discovery and predictive models for disease diagnosis, prognosis and treatment response.[25] In 2025, Project CANAIRI (Collaboration for trANslational AI tRIals) was established by an international team led by AIML Deputy Director Melissa McCradden to test that AI tools function effectively and equitably in real-world healthcare settings.[26]

In 2023 alone, AIML members authored 278 papers in international journals and conferences.[15]

Education

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AIML is part of the University of Adelaide's School of Computer and Mathematical Sciences.[citation needed] Postgraduate students enrolled at the university can pursue research at AIML through programs such as the Master in Data Science, Master of AI & Machine Learning, Master of Philosophy or Doctor of Philosophy (PhD).[citation needed] Undergraduate students engage with AIML academics through courses in computer science and mathematical sciences.[27] As of 2025, AIML is host to over 70 research students.[28] ← These claims needs references.

Recognition and awards

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AIML has ranked third globally for publications in top-tier computer vision conferences and has achieved first place in international leaderboards, including Cityscapes, Visual Question Answering (VQA), the Retinal Fundus Glaucoma (REFUGE) challenge and Microsoft's Common Objects in Context (COCO) Captioning Challenge.[29] ← I would recommend replacing "top-tier" with another synonym.

Since the institute's inception, AIML's researchers have consistently secured awards and grants including from the Australian Research Council (ARC) and the Discovery Early Career Research Award (DECRA) scheme.[citation needed] In 2023 alone, AIML's research teams received over A$2.2 million in total project funding from the ARC.[citation needed] ← I wasn't able to find these claims in the references provided.

In November 2021, AIML received the Excellence in Science and Industry Collaboration Award at the SA Science Excellence and Innovation Awards.[30]

In 2023, a team composed of AIML researchers Xinyu Li, Zhen Zhang, Anton van den Hengel and Javen (Qinfeng) Shi, won the Open Catalyst Challenge hosted by Meta AI Research (formerly Facebook AI Research) on the NeurIPS Competition Track.[15] ← I would recommend paraphrasing this.

In 2024, AIML Deputy Director Melissa McCradden, received a five-year Hospital Research Foundation Fellowship in Paediatric AI Ethics.[citation needed] That same year, the institute was awarded a A$48,500 Theo Murphy Initiative grant from the Australian Academy of Science.[31] The grant is expected to fund efforts to establish a symposium to drive new cross-discipline collaborations and forge new paths in responsible AI.[citation needed] ← These claims needs references and "forge new paths" sounds unencyclopedic.

Also in 2024, AIML Director Simon Lucey won in the Artificial Intelligence category at the 2024 American Chamber of Commerce in Australia (AmCham) Alliance Awards.[32]

In 2025, AIML members Yuan Zhang and Tim Chen, along with professors Louise Hull and Jodie Avery of the university's Robinson Research Institute, were awarded A$498,291 in funding from the Australia's Economic Accelerator (AEA) Ignite Grants as part of the IMAGENDO team.[33] The IMAGENDO study is pioneering the use of AI and machine learning to reduce diagnostic delays for endometriosis.[citation needed] ← I would replace "pioneering" with another synonym as it may be deemed promotional.

Several AIML researchers have also secured several awards for their contributions to their fields of study. Associate Professor Qi Wu was recognised as a South Australian Young Tall Poppy of the Year in 2022 for his work in Common-sense Visual Question Answering (VQA).[34] Dhani Dharmaprani was awarded a Channel 7 Young Achiever Award in 2024 for her work in computational cardiology.[35] Wei Zhang was also recognised as a South Australian Young Tall Poppy in 2024 for her work in sensor technologies.[34] Xinyu Zhang won in the Education/Research category at the 2025 Women Leading Tech Awards in recognition of her work in computer vision and metric learning[36] and postgraduate researcher Zachary Shinnick was the recipient of the 2025 Westpac Future Leaders Scholarship.[37]

See also

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References

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  1. ^ "Australian Institute of Machine Learning work in AI leads Australia, at Lot Fourteen, Adelaide city; funds boost in 2024". Adelaide AZ. Adelaide, South Australia. Archived from the original on 23 January 2025. Retrieved 5 May 2025.
  2. ^ "About Us". The University of Adelaide. Adelaide, South Australia. Archived from the original on 10 December 2024. Retrieved 5 May 2025.
  3. ^ van den Hengel, Anton. "Professor Anton van den Hengel". The University of Adelaide. Adelaide, South Australia. Archived from the original on 26 September 2021. Retrieved 5 May 2025.
  4. ^ Crozier, Ry (11 December 2017). "Adelaide to open a machine learning institute". iTnews. Sydney, New South Wales: nextmedia (Forum Media Group). Archived from the original on 9 February 2025. Retrieved 5 May 2025.
  5. ^ "Lockheed Martin partners with Uni of Adelaide on machine learning". Chief IT. Sydney, New South Wales: MySecurity Media. 9 October 2018. Archived from the original on 23 January 2025. Retrieved 9 June 2022.
  6. ^ a b "Excellence in Science & Industry Collab | Science Awards 2021". SA Science Excellence and Innovation Awards. Adelaide, South Australia: Government of South Australia (Department of State Development). 17 March 2024. Archived from the original on 19 April 2025. Retrieved 10 June 2022.
  7. ^ Failes, Ian (10 August 2022). "'Elvis' featured a ton of VFX you may not have noticed". befores & afters. Sydney, New South Wales. Archived from the original on 2 December 2023. Retrieved 19 August 2022.
  8. ^ "Research & Development". Acacia Systems. Archived from the original on 16 March 2025. Retrieved 10 June 2022.
  9. ^ "Microsoft joins forces with Australian Institute for Machine Learning to soar into space". Microsoft. Redmond, Washington. 9 September 2021. Archived from the original on 25 January 2025. Retrieved 10 June 2022.
  10. ^ "Microsoft partners with Australian Institute for Machine Learning to build space capabilities". Cyber Daily. Sydney, New South Wales: Momentum Media. 9 September 2021. Archived from the original on 20 April 2025. Retrieved 10 June 2022.
  11. ^ "Australian Institute of Machine Learning joins Lot Fourteen". Technology Decisions. Sydney, New South Wales: Westwick-Farrow Media. 18 February 2020. Archived from the original on 23 January 2025. Retrieved 5 May 2025.
  12. ^ Haynes, Alexandra (23 November 2021). "Centre for Augmented Reasoning opens at AIML in Adelaide". PACE Today. Melbourne, Victoria: Prime Creative Media. Archived from the original on 2 November 2024. Retrieved 5 May 2025.
  13. ^ Brookes, Joseph (18 November 2021). "University of Adelaide opens new AI centre". InnovationAus.com. Sydney, New South Wales. Archived from the original on 11 December 2024. Retrieved 5 May 2025.
  14. ^ "Centre for Augmented Reasoning". The University of Adelaide. Adelaide, South Australia. Archived from the original on 13 February 2025. Retrieved 5 May 2025.
  15. ^ a b c "AIML Annual Report 2023" (PDF). The University of Adelaide. Adelaide, South Australia. November 2024. Retrieved 5 May 2025.
  16. ^ "University of Adelaide Research Scholarships - Analytics for the Australian Grain Industry (AAGI) Program". The University of Adelaide. Adelaide, South Australia. Archived from the original on 23 March 2025. Retrieved 5 May 2025.
  17. ^ Crozier, Ry (18 September 2024). "CBA, Uni of Adelaide to research ML for fraud detection and security uses". iTnews. Sydney, New South Wales: nextmedia (Forum Media Group). Archived from the original on 18 November 2024. Retrieved 5 May 2025.
  18. ^ Hendry, Justin (21 November 2024). "CommBank AI research investment 'paid for itself' in three weeks". InnovationAus.com. Sydney, New South Wales. Archived from the original on 6 December 2024. Retrieved 5 May 2025.
  19. ^ a b Rawls, Dana (9 December 2024). "'AI is shaping our world, and we need to do it in the most human way possible': New research centre to address responsible AI". The University of Adelaide. Adelaide, South Australia. Archived from the original on 26 January 2025. Retrieved 5 May 2025.
  20. ^ "Professor Javen (Qinfeng) Shi appointed RAIR Interim Director" (PDF). The University of Adelaide. Adelaide, South Australia. February 2025. Retrieved 5 May 2025.
  21. ^ Stamatogiannis, Pier (5 December 2024). "Going to Adelaide University? New opportunities mean you might". InDaily. Adelaide, South Australia: Solstice Media. Archived from the original on 5 May 2025. Retrieved 5 May 2025.
  22. ^ a b "Australian Institute of Machine Learning work in AI leads Australia, up with world's best, at Lot Fourteen, Adelaide city". Adelaide AZ. Adelaide, South Australia. Archived from the original on 23 January 2025. Retrieved 5 May 2025.
  23. ^ a b Nicholson, Kathy; Slonim, Adam (11 April 2022). "Artificial intelligence: Your questions answered". Australian Strategic Policy Institute. Canberra, Australian Capital Territory. Archived from the original on 19 March 2025. Retrieved 5 May 2025.
  24. ^ "Responsible AI: Your questions answered". Australian Academy of Technological Sciences & Engineering. Melbourne, Victoria. 23 November 2023. Archived from the original on 31 March 2025. Retrieved 5 May 2025.
  25. ^ "Medical and Health". The University of Adelaide. Adelaide, South Australia. Archived from the original on 10 February 2025. Retrieved 5 May 2025.
  26. ^ "Project CANAIRI". The University of Adelaide. Adelaide, South Australia. Retrieved 5 May 2025.
  27. ^ "Undergraduate Opportunities". The University of Adelaide. Adelaide, South Australia. Archived from the original on 4 October 2024. Retrieved 5 May 2025.
  28. ^ "Opportunities". The University of Adelaide. Adelaide, South Australia. Archived from the original on 17 March 2025. Retrieved 5 May 2025.
  29. ^ "AiLab Partner: Australian Institute for Machine Learning, University of Adelaide". AiLab. Archived from the original on 9 April 2025. Retrieved 5 May 2025.
  30. ^ "2021 Winners | SA Science Awards". SA Science Excellence and Innovation Awards. Adelaide, South Australia: Government of South Australia (Department of State Development). 17 March 2024. Archived from the original on 19 April 2025. Retrieved 10 June 2022.
  31. ^ "Academy announces 2024–25 recipients of Theo Murphy Initiative (Australia) grants". Australian Academy of Science. Canberra, Australian Capital Territory. 16 December 2024. Archived from the original on 17 January 2025. Retrieved 5 May 2025.
  32. ^ "Finalists for the 2024 Alliance Awards". American Chamber of Commerce. Sydney, New South Wales. Archived from the original on 5 May 2025. Retrieved 5 May 2025.
  33. ^ "AEA Ignite round 1 projects". Australia's Economic Accelerator. Canberra, Australian Capital Territory: Department of Education (Australian Government). Archived (PDF) from the original on 13 March 2025. Retrieved 5 May 2025.
  34. ^ a b Danenberg, Eleanor (5 August 2022). "University's Tall Poppies stand tall". The University of Adelaide. Adelaide, South Australia. Archived from the original on 19 February 2025. Retrieved 5 May 2025.
  35. ^ "Current Winners". Awards Australia. Melbourne, Victoria. Archived from the original on 11 February 2025. Retrieved 5 May 2025.
  36. ^ "Meet The Women Leading Tech Awards Winners, Presented By Atlassian!". B&T. Sydney, New South Wales: The Misfits Media. 28 March 2025. Archived from the original on 5 April 2025. Retrieved 5 May 2025.
  37. ^ von Einem, Johnny (12 February 2025). "Westpac Scholar to improve aged care with tech". The University of Adelaide. Adelaide, South Australia. Retrieved 5 May 2025.
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