Published inVoxel51Five Must Read Data-Centric AI Papers from NeurIPS 2024Where Research Meets Real-World Data ChallengesDec 6, 2024Dec 6, 2024
Published inVoxel51More Than Meets the Eye: How Transformations Reveal the Hidden Biases Shaping Our DatasetsReview of a Data-Centric AI Paper from NeurIPS 2024 — Understanding Bias in Large-Scale Visual DatasetsDec 6, 2024Dec 6, 2024
Published inVoxel51Data Quality Over Quantity: Why Real Images Still Reign Supreme for Vision Model TrainingReview of a Data-Centric AI Paper from NeurIPS 2024 — The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images…Dec 6, 2024Dec 6, 2024
Published inVoxel51Using Knowledge Graphs to Diagnose and Debias Visual DatasetsReview of a Data-Centric AI Paper from NeurIPS 2024 — Visual Data Diagnosis and Debiasing with Concept GraphsDec 6, 2024Dec 6, 2024
Published inVoxel51A Data-Centric Look at Curation Strategies for Image ClassificationReview of a Data-Centric AI Paper from NeurIPS 2024 —SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image ClassificationDec 6, 2024Dec 6, 2024
Published inVoxel51Are We Measuring What We Think We Are? The Perils of Contaminated Benchmark DatasetsReview of a Data-Centric AI Paper from NeurIPS 2024 — Intrinsic Self-Supervision for Data Quality AuditsDec 6, 2024Dec 6, 2024
Published inVoxel51CoTracker3: Enhanced Point Tracking with Less DataA new semi-supervised approach achieves state-of-the-art performance with a thousandfold reduction in real data requirements.Oct 22, 2024Oct 22, 2024
Published inVoxel51CoTracker3: A Point Tracker Using Real VideosHow to make sense of the model outputs and parse them into FiftyOne formatOct 22, 2024Oct 22, 2024
Published inVoxel51Voxel51 Filtered Views Newsletter — September 20, 2024Welcome to Voxel51’s weekly digest of the latest trending AI, machine learning and computer vision news, events and resources! Subscribe…Sep 20, 2024Sep 20, 2024
Published inVoxel51Voxel51 Filtered Views Newsletter — August 23, 2024NVIDIA and Mistral team up again, a unified benchmark for VLMs, the release of FiftyOne v0.25.0 and more!Aug 23, 2024Aug 23, 2024
