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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

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Click2Graph: Interactive Panoptic Video Scene Graphs from a Single Click

📝 Summary:
Click2Graph is an interactive framework for Panoptic Video Scene Graph Generation. It uses a single user click to segment, track, discover interactions, and predict triplets for temporally consistent scene graphs. This enables user-guided, controllable video scene understanding.

🔹 Publication Date: Published on Nov 20

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.15948
• PDF: https://arxiv.org/pdf/2511.15948

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For more data science resources:
https://t.me/DataScienceT

#VideoUnderstanding #SceneGraphs #ComputerVision #InteractiveAI #AIResearch
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Model for Embodied Task Planning

📝 Summary:
MomaGraph-R1, a vision-language model trained with reinforcement learning, achieves state-of-the-art performance in predicting task-oriented scene graphs and zero-shot task planning in household envir...

🔹 Publication Date: Published on Dec 18

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.16909
• PDF: https://arxiv.org/pdf/2512.16909
• Github: https://hybridrobotics.github.io/MomaGraph/

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For more data science resources:
https://t.me/DataScienceT

#VisionLanguageModel #EmbodiedAI #ReinforcementLearning #SceneGraphs #Robotics
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