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  1. Home
  2. /Repositories
  3. /voxel51/fiftyone
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 11h ago

voxel51/fiftyone

Refine high-quality datasets and visual AI models

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 57%Into the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-Tuning →
  • PossiblePossibly related (embedding) · 52%Ink3D: Sculpting 3D Assets with Extremely Complex Textures via Video Generative Models →
  • PossiblePossibly related (embedding) · 51%No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs →
  • PossiblePossibly related (embedding) · 50%Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models →
  • PossiblePossibly related (embedding) · 47%DisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and Editing →
  • PossiblePossibly related (embedding) · 49%Optimizing Visual Generative Models via Distribution-wise Rewards →
  • PossiblePossibly related (embedding) · 47%NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity →
  • PossiblePossibly related (embedding) · 46%By modeling visual saliency, AI improves ratings of artistic product designs - Tech Xplore →

Covers

newsInto the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-Tuning

Implements

paperInk3D: Sculpting 3D Assets with Extremely Complex Textures via Video Generative ModelspaperNo Place to Hide: Benchmarking Video Hallucination with Background-Controlled PairspaperPreserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

Implements (incoming)

paperDisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and EditingpaperOptimizing Visual Generative Models via Distribution-wise RewardspaperNEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual SelectivitypaperObject-centric LeJEPApaperHoloCount: A Holistic Visual Counting Benchmark for MLLMspaperVisual graphs for image classification: does the structure affect performance?paperDo Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image DetectionpaperSigLIP-HD by Fine-to-Coarse Supervision

Covers (incoming)

newsBy modeling visual saliency, AI improves ratings of artistic product designs - Tech XplorenewsThinking and rethinking data AI readiness

Related to (incoming)

paperMetric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AIpaperDataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection

Related across the graph

paperHoloCount: A Holistic Visual Counting Benchmark for MLLMspaperVisual graphs for image classification: does the structure affect performance?newsBy modeling visual saliency, AI improves ratings of artistic product designs - Tech XplorepaperNo Place to Hide: Benchmarking Video Hallucination with Background-Controlled PairspaperDisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and EditingpaperObject-centric LeJEPAnewsInto the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-TuningpaperMetric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AIpaperOptimizing Visual Generative Models via Distribution-wise RewardspaperNEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual SelectivitypaperPreserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion ModelspaperDo Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image DetectionpaperSigLIP-HD by Fine-to-Coarse SupervisionpaperInk3D: Sculpting 3D Assets with Extremely Complex Textures via Video Generative ModelsnewsThinking and rethinking data AI readinesspaperDataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection
Knowledge path·PHoloCount: A Holistic Visual Counting Benchmark for MLLMs→PVisual graphs for image classification: does the structure affect performance?→NBy modeling visual saliency, AI improves ratings of artistic product designs - Tech Xplore→Rvoxel51/fiftyone

Topics

active-learningartificial-intelligencecomputer-visiondata-centric-aidata-cleaningdata-curationdata-qualitydata-sciencedeep-learningdeveloper-tools

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RIS65estimated
Graph trust82Primary
Graph score11018