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

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🏎 TripoSR: Fast 3D Object Reconstruction from a Single Image

A state-of-the-art open source model for fast 3D reconstruction from a single image.

The model produces high-quality 3D models in less than 0.5 seconds on the NVIDIA A100 GPU.

🟢 page: https://tripo3d.ai

🟢 paper : https://drive.google.com/file/d/1LWlZPT2aASi9jHiGVhDSr4YCTANoFW5t/view

🟢 code : https://github.com/VAST-AI-Research/TripoSR
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🫥 Deep Learning for Genomics: From Early Neural Nets to Modern Large Language Models

📕 Journal: International Journal of Molecular Sciences (I.F.= 5.6)
📅 Publish year: 2023

🧑‍💻 Authors: Tianwei Yue,Yuanxin Wang,Longxiang Zhang, ...
🟢 University: Carnegie Mellon University, & Johns Hopkins University, & Michigan State University, USA

📎 Study the paper 🫴:
https://www.mdpi.com/1422-0067/24/21/15858
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📃 A Guide for the Bioinformatic Analysis of Metabolomics Data

🗓 Publish year: 2024

🧑‍💻Authors: Guillem Santamaria and Francisco R Pinto
⭐️ University: University of Lisbon, Portugal

📎 Study the paper

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☄️ Trends in using deep learning algorithms in biomedical prediction systems

➡️ Journal: Frontiers in Neuroscience (I.F.= 4.3)
🗓 Publish year: 2023

🧑‍💻 Authors: Yanbu Wang, Linqing Liu, Chao Wang
👀 University: Beijing Sport University-Peking University, Beijing, China

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ML Research Hub pinned «🟢 We present to you a list of our paid services: Paid Channel (Books): It includes a huge encyclopedia of free channels and a huge collection of important and rare books 💵 Price: 7$ - one time payment Paid channel (courses): includes a complete set…»
Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning

🖥 Github: https://github.com/hikvision-research/3dvision

📕 Paper: https://arxiv.org/abs/2403.05117v1

🔥 Dataset: https://paperswithcode.com/dataset/scanobjectnn

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📝 Progress and Opportunities of Foundation Models in Bioinformatics

🗓 Publish year: 2023

🧑‍💻Authors: Qing Li, Zhihang Hu, Yixuan Wang, ...
🏘 University: University of Hong Kong, Hong Kong SAR - ChinaBioMap, Beijing, China

📎 Study the paper

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🪖 RT Humanoid from Head-Mounted Sensors 🪖

👉 #META (+CMU) announced SimXR, a method for controlling a simulated avatar from info obtained from AR/VR headsets

👉 Review: https://t.ly/Si2Mp

👉 Paper: arxiv.org/pdf/2403.06862.pdf

👉 Project: www.zhengyiluo.com/SimXR/

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🔥 Convolutional Reconstruction Model

A model for ultra-fast 3D image conversion using a convolutional reconstruction model.

🌸 Github
⚡️ Page
🍒 Paper

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ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions

🖥 Github: https://github.com/Traffic-X/ViT-CoMer

📕 Paper: https://arxiv.org/pdf/2403.07392.pdf

Tasks: https://paperswithcode.com/task/object-detection

⚡️ Dataset: https://paperswithcode.com/dataset/coco

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🚀 Pix2Gif: Motion-Guided Diffusion for GIF Generation

Microsoft has published a model for converting images to GIFs called Pix2Gif!

They claim that the model is the best at understanding and generating motion, although we're not talking Sora level, it's certainly a step up from the slow motion results we're used to.

😵‍💫 Github
🇸🇾 Page
⚙️ Paper
🔥 Demo

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📄 A review of deep learning methods for ligand based drug virtual screening

📕 Journal: Fundamental Research (I.F.= 6.2)
🗓 Publish year: 2024

🧑‍💻Authors: Hongjie Wu, Junkai Liu, Runhua Zhang, Yaoyao Lu
🏠 University: Suzhou University of Science and Technology - University of Electronic Science and Technology of China, China

📎 Study the paper

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Scattered Mixture-of-Experts Implementation

🖥 Github: https://github.com/shawntan/scattermoe

📕 Paper: https://arxiv.org/abs/2403.08245v1

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🔥 Clarity-Upscaler: Open-Source 🔥 Open-Source 🔥

Clarity AI is a new upscale neural network that can significantly improve the resolution of images and add detail to them.

You can control the results yourself by specifying the desired denoscription when starting the generator.

👍 code : https://github.com/philz1337x/clarity-upscaler

🟢 page : https://clarityai.cc

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Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding

🖥 Github: https://github.com/opengvlab/video-mamba-suite

📕 Paper: https://arxiv.org/abs/2403.09626v1

❤️‍🔥 Dataset: https://paperswithcode.com/dataset/egoschema

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