repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday
roboflow/supervision
We write your reusable computer vision tools. 💜
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) · 51%Dynamo: Dynamic Skill-Tool Evolution for Vision-Language Agents →
- PossiblePossibly related (embedding) · 47%VLK: Learning Humanoid Loco-Manipulation from Synthetic Interactions in Reconstructed Scenes →
- PossiblePossibly related (embedding) · 47%How Jaiveer Singh Is Helping Robots — and Developers — Move Faster →
- PossiblePossibly related (embedding) · 46%[D] Looking for Machine Learning / Deep Learning Final Year Project Ideas[D] →
- PossiblePossibly related (embedding) · 46%Z-1: Efficient Reinforcement Learning for Vision-Language-Action Models →
- FuzzySimilar title/name (fuzzy) · 84%Air Quality Downscaling with Station-Guided Pseudo-Supervision →
“Fuzzy title match (0.92): “Air Quality Downscaling with Station-Guided Pseudo-Supervisi” ≈ “roboflow/supervision””
- FuzzySimilar title/name (fuzzy) · 84%Ensemble Diversity Optimization for Subjective Supervision →
“Fuzzy title match (0.92): “Ensemble Diversity Optimization for Subjective Supervision” ≈ “roboflow/supervision””
- FuzzySimilar title/name (fuzzy) · 84%From SRA to Self-Flow: Data Augmentation or Self-Supervision? →
“Fuzzy title match (0.92): “From SRA to Self-Flow: Data Augmentation or Self-Supervision” ≈ “roboflow/supervision””
Implements
paperDynamo: Dynamic Skill-Tool Evolution for Vision-Language AgentspaperVLK: Learning Humanoid Loco-Manipulation from Synthetic Interactions in Reconstructed ScenespaperZ-1: Efficient Reinforcement Learning for Vision-Language-Action ModelspaperAir Quality Downscaling with Station-Guided Pseudo-SupervisionpaperEnsemble Diversity Optimization for Subjective SupervisionpaperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?paperSigLIP-HD by Fine-to-Coarse SupervisionpaperBeyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud DetectionpaperHarnessing LLMs for Reliable Academic Supervision: A Comparative StudypaperDAIS: Dependency-Aware Intermediate QA Supervision for Complex ReasoningpaperQVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM AgentspaperSelf-supervision drives representational convergence in medical foundation models more than clinical supervisionpaperTrain the Model, Not the Reader: Decodability Supervision for Verifiable Activation ExplanationspaperOpenRCA 2.0: From Outcome Labels to Causal Process SupervisionpaperTraining Vision-Language-Action Models with Dense Embodied Chain-of-Thought SupervisionpaperGeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process SupervisionpaperAdaptive Identity Anchoring: Closed-Loop Keyframe Placement for Synthetic Paired Supervision in Video Face SwappingpaperRefusing Intent, Not Form: Wrapper-Based Intent-Group Supervision for LLM SafetypaperAlaya-EVOKE: From Linear-Scaling Supervision to Endless WorldpaperLeading-Silence Augmentation and Multi-Stage Synthetic Supervision for the Second MLC-SLM ChallengepaperUnlocking the Potential of Image Editing via Concept Scaling and Dense Supervision
Covers
contributed_to (incoming)
personSkalskiPpersononuralpszrpersonpre-commit-ci[bot]personLinasKopersondependabot[bot]personBordapersoncapjamesgpersonhardikdavapersonkirilllzaitsevpersonsoumik12345personxaristeidoupersonmayankagarwalspersonBhavay-2001personemskopersonjeslinpjamespersonNickHerrigpersonrafaelpadillapersonAdonaiVerapersontc360950personKadermiyanyedipersonrolson24personRajarshi-Misrapersonsouhhmmpersonyeldarbypersongrzegorz-roboflow
Implements (incoming)
Covers (incoming)
Related across the graph
personNickHerrigpersonrolson24newsHow Jaiveer Singh Is Helping Robots — and Developers — Move FasterpersononuralpszrpaperDynamo: Dynamic Skill-Tool Evolution for Vision-Language AgentspaperAir Quality Downscaling with Station-Guided Pseudo-SupervisionpaperAdaptive Identity Anchoring: Closed-Loop Keyframe Placement for Synthetic Paired Supervision in Video Face Swappingpersongrzegorz-roboflowpaperTrain the Model, Not the Reader: Decodability Supervision for Verifiable Activation ExplanationspersonkirilllzaitsevpaperFrom SRA to Self-Flow: Data Augmentation or Self-Supervision?newsRoboflow Playground: Try and Compare 30 Computer Vision ModelspaperLeading-Silence Augmentation and Multi-Stage Synthetic Supervision for the Second MLC-SLM ChallengepersonjeslinpjamespersonBhavay-2001persontc360950paperALICE: Learning a General-Purpose Pathology Foundation Model from Vision, Vision-Language, and Slide-Level ExpertspaperRefusing Intent, Not Form: Wrapper-Based Intent-Group Supervision for LLM SafetypaperEnsemble Diversity Optimization for Subjective Supervisionpersonpre-commit-ci[bot]personyeldarbypersonKadermiyanyedipaperQVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM AgentspaperOpenRCA 2.0: From Outcome Labels to Causal Process SupervisionpaperTraining Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervisionpersondependabot[bot]personSkalskiPpaperDAIS: Dependency-Aware Intermediate QA Supervision for Complex ReasoningpaperSigLIP-HD by Fine-to-Coarse SupervisionpersonAdonaiVerapaperGeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process SupervisionpaperSelf-supervision drives representational convergence in medical foundation models more than clinical supervisionpaperVLK: Learning Humanoid Loco-Manipulation from Synthetic Interactions in Reconstructed ScenespersonhardikdavapersonsouhhmmpaperAlaya-EVOKE: From Linear-Scaling Supervision to Endless WorldpaperBeyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud DetectionpersonxaristeidoupaperHarnessing LLMs for Reliable Academic Supervision: A Comparative StudypersonRajarshi-MisrapaperWhareformer: Learning to Track What is Where in Long Egocentric VideospersonBordanews[D] Looking for Machine Learning / Deep Learning Final Year Project Ideas[D]paperUnlocking the Potential of Image Editing via Concept Scaling and Dense SupervisionpersonLinasKopaperZ-1: Efficient Reinforcement Learning for Vision-Language-Action Modelspersonsoumik12345personmayankagarwalspersoncapjamesgpersonemskopersonrafaelpadilla