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NeurIPS 2026Indian Institute of Science, IndPesIndian Institute of ScienceVision backbones

Lost in the Slots: Revisiting Object-Centric Representations in the era of Foundation Models

Priyam Dey, Aditya Sahdev, Omkar M Kashyap, Venkatesh Babu Radhakrishnan

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Massachusetts Institute of TechnMax Planck Institute of BiochemiHelmholtz Zentrum MünchenBarcelona Supercomputing CenterGoogleDatasets & benchmarks

Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets

Croissant Baker generates validated Croissant metadata locally from dataset directories via modular handlers, achieving 97, 100% agreement with ground truth across 140+ datasets including MIMIC-IV.

Rafi Al Attrach, Rajna Fani, Sebastian Lobentanzer, Joan Giner-Miguelez and 16 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
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medium 5/10
strict 2/5