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Expo Talk Panel
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Mon 7:30 |
End-to-end cloud-based Document Intelligence Architecture using the open-source Feathr Feature Store, the SynapseML Spark library, and Hugging Face Extractive Question Answering Mario Inchiosa |
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Workshop
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COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images Hayden Gunraj · Tia Tuinstra · Alexander Wong |
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Poster
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Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson · Mark Krass · Lucia Zheng · Neel Guha · Christopher D Manning · Dan Jurafsky · Daniel Ho |
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Workshop
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COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics Maya Pavlova · Tia Tuinstra · Hossein Aboutalebi · Andy Zhao · Hayden Gunraj · Alexander Wong |
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Poster
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Tue 9:00 |
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling Junyuan Hong · Lingjuan Lyu · Jiayu Zhou · Michael Spranger |
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Poster
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Tue 9:00 |
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment Joseph DelPreto · Chao Liu · Yiyue Luo · Michael Foshey · Yunzhu Li · Antonio Torralba · Wojciech Matusik · Daniela Rus |
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Poster
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Tue 14:00 |
The Neural Testbed: Evaluating Joint Predictions Ian Osband · Zheng Wen · Seyed Mohammad Asghari · Vikranth Dwaracherla · Xiuyuan Lu · MORTEZA IBRAHIMI · Dieterich Lawson · Botao Hao · Brendan O'Donoghue · Benjamin Van Roy |
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Workshop
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pyGSL: A Graph Structure Learning Toolkit Max Wasserman · Gonzalo Mateos |
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Poster
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Wed 9:00 |
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies Li Siyao · Yuhang Li · Bo Li · Chao Dong · Ziwei Liu · Chen Change Loy |
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Poster
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Wed 14:00 |
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev |
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Poster
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Thu 14:00 |
Benchopt: Reproducible, efficient and collaborative optimization benchmarks Thomas Moreau · Mathurin Massias · Alexandre Gramfort · Pierre Ablin · Pierre-Antoine Bannier · Benjamin Charlier · Mathieu Dagréou · Tom Dupre la Tour · Ghislain DURIF · Cassio F. Dantas · Quentin Klopfenstein · Johan Larsson · En Lai · Tanguy Lefort · Benoît Malézieux · Badr MOUFAD · Binh T. Nguyen · Alain Rakotomamonjy · Zaccharie Ramzi · Joseph Salmon · Samuel Vaiter |