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pascalmusabyimana

pascal-maker
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https://pascal-maker.github.io/developedbypascalmusabyimana/

AI & ML interests

computer vision, nlp , machine learning and deeplearning

Recent Activity

reacted to XiangpengYang's post with 🔥 about 10 hours ago
🚀 Introducing VideoCoF: Unified Video Editing with a Temporal Reasoner (Chain-of-Frames)! We’re excited to introduce VideoCoF, a unified framework for instruction-based video editing that enables temporal reasoning and ~4× video length extrapolation, trained with only 50k video pairs. 🔥 🔍 What makes VideoCoF different? 🧠 Chain-of-Frames reasoning , mimic human thinking process like Seeing → Reasoning → Editing to apply edits accurately over time without external masks, ensuring physically plausible results. 📈 Strong length generalization — trained on 33-frame clips, yet supports multi-shot editing and long-video extrapolation (~4×). 🎯 Unified fine-grained editing — Object Removal, Addition, Swap, and Local Style Transfer, with instance-level & part-level, spatial-aware control. ⚡ Fast inference update 🚀 H100: ~20s / video with 4-step inference, making high-quality video editing far more practical for real-world use. 🔗 Links 📄 Paper: https://arxiv.org/abs/2512.07469 💻 Code: https://github.com/knightyxp/VideoCoF 🤗 Demo: https://huggingface.co/spaces/XiangpengYang/VideoCoF 🧩 Models: https://huggingface.co/XiangpengYang/VideoCoF 🌐 Project Page: https://videocof.github.io/ #VideoEditing #DiffusionModels #GenerativeAI #ComputerVision #AI
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mlx-community/moonshotai_Kimi-K2-Instruct-mlx-3bit
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