ML Research Hub – Telegram
ML Research Hub
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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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📄 Drug-drug interactions prediction based on deep learning and knowledge graph: a review

🗓 Journal: IScience (I.F.=5.8)
🗓 Publish year: 2024

🧑‍💻 Authors: Huimin Luo, Weijie Yin, Jianlin Wang, ...

📎 Study the paper

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💐 Neuromorphic Video Binarization

🤨 University of HK unveils the new SOTA in event-based neuromorphic binary reconstruction: stunning results on QR Code, barcode, & Text. Real-Time, only CPU, up to 10,000 FPS!

👉 Review: https://t.ly/V-NFa

👉 Paper: arxiv.org/pdf/2402.12644.pdf

😏 Project: github.com/eleboss/EBR

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🔝 ByteDance presents SDXL-Lightning: a lightning fast 1024px text-to-image generation model

☄️ HF: https://huggingface.co/ByteDance/SDXL-Lightning

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📁 Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

🗓 Publish year: 2023

🫥 Authors: Fang Li, Yi Nian, Zenan Sun, Cui Tao

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💎 Visually Dehallucinative Instruction Generation: Know What You Don't Know

🍏 Github: https://github.com/ncsoft/idk

📕 Paper: https://arxiv.org/pdf/2402.09717v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/visual-question-answering

Tasks: https://paperswithcode.com/task/hallucination

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SOTA🚀 YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

☄️ Github
☄️ Paper
☄️ Hugging face

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👺 Pose via Ray Diffusion 😻

🤨 Novel distributed representation of camera pose that treats a camera as a bundle of rays. Naturally suited for set-level transformers, it's the new SOTA on camera pose estimation. Source code released 📱

👉 Review: https://t.ly/qBsFK

🥺 Paper: arxiv.org/pdf/2402.14817.pdf

👉Project: jasonyzhang.com/RayDiffusion

👉 Code: github.com/jasonyzhang/RayDiffusion

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MATH-Vision Dataset 🕹

😏 MATH-V is a curated dataset of 3,040 HQ mat problems with visual contexts sourced from real math competitions. Dataset released 📱

😏 Review: https://t.ly/gmIAu

🤨 Paper: arxiv.org/pdf/2402.14804.pdf

🥺 Project: mathvision-cuhk.github.io/

👉 Code: github.com/mathvision-cuhk/MathVision

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📄 Graph-Theoretical Analysis of Biological Networks: A Survey

🗓 Publish year: 2023

🧑‍💻Author: Kayhan Erciyes

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​​😶‍🌫️ DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

🖥 Github: https://github.com/deepseek-ai/deepseek-math

📚 Paper: https://arxiv.org/abs/2402.03300v1

🗣 Dataset: https://paperswithcode.com/dataset/math

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🎓 Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot.

Multi-HMR
is a simple but powerful model that takes an RGB image as input and performs 3D-reconstruction of multiple people in space.

👑 Github

💍 Paper

🐻 Dataset

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​​🧠 EasyVolcap: Accelerating Neural Volumetric Video Research

🧑‍💻 Code: https://github.com/zju3dv/easyvolcap

👩‍🎨 Metrics: https://short.llm360.ai/amber-metrics

🌹 Paper: https://arxiv.org/abs/2312.06575v1

👀 Dataset: https://paperswithcode.com/dataset/nerf

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😀 OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on.

🤡 Github: https://github.com/levihsu/OOTDiffusion

👻 Demo: https://ootd.ibot.cn

😀 Jupyter: https://github.com/camenduru/OOTDiffusion-jupyter

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