📄 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

✅ Telegram: https://news.1rj.ru/str/DataScienceT

Scattered Mixture-of-Experts Implementation

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

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

✅ Telegram: https://news.1rj.ru/str/DataScienceT

🔥 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

✅ Telegram: https://news.1rj.ru/str/DataScienceT

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

✅ Telegram: https://news.1rj.ru/str/DataScienceT

😏 Grok-1 LLM from Elon Musk.

Grok-1 is a mixture of 314B size experts trained from scratch by xAI.

License: Apache 2.0

Grok-1 weights available on Brazzer

😻 Model : https://dagshub.com/xai/grok-1
👻 Page : https://x.ai/blog/grok-os
🫨 Code : https://github.com/xai-org/grok-1
😭 Hugging face: https://huggingface.co/xai-org/grok-1

✅ Telegram: https://news.1rj.ru/str/DataScienceT

🟢 MeloTTS is a high-quality multi-lingual text-to-speech library

Mellott is one of the best open source text-to-speech libraries that supports multiple languages.

🟢 Github
🟢 Project
🟢 Docs

✅ Telegram: https://news.1rj.ru/str/DataScienceT

🎳 Supervision: reusable computer vision tools

Supervision - received another update.

This is an open source library for various computer vision tasks for object tracking.

Over 2000 commits, over 500 PRs and over 50 contributors.

pip install supervision

🏆 Github :
🏆 Project
🏆 Colab
🏆 Supervision Cookbooks

✅ Telegram: https://news.1rj.ru/str/DataScienceT

📝 Tutorial on survival modeling with applications to omics data

📕Journal: Bioinformatics (I.F.= 5.8)
🗓 Publish year: March, 2024

🧑‍💻Authors: Zhi Zhao, John Zobolas, Manuela Zucknick, Tero Aittokallio
➡️ University: University of Oslo - Oslo University Hospital, Norway

📎 Study the paper
🤓 Step-by-step R tutorial

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🆗 One-Step Image Translation with Text-to-Image Models

CycleGAN-Turbo outperforms existing GAN and diffusion based methods for various image modification tasks, such as day to night conversion, adding/removing weather effects such as fog, snow and rain, etc.

💐 Paper : https://arxiv.org/abs/2403.12036

⭐️ Code : https://github.com/GaParmar/img2img-turbo

👍 Demo : http://huggingface.co/spaces/gparmar/img2img-turbo-sketch

✅ Telegram: https://news.1rj.ru/str/DataScienceT

🟢 FaceXFormer: Unified Face-Transformer

👉 FaceXFormer, the first unified transformer for facial analysis: face parsing, landmark detection, head pose, attributes recognition, age, gender, race, and landmarks.

👉 Review: https://t.ly/MfAFI

👉 Paper: https://arxiv.org/pdf/2403.12960.pdf

🤨 Project: kartik-3004.github.io/facexformer_web/

😏 Code: github.com/Kartik-3004/facexformer

✅ Telegram: https://news.1rj.ru/str/DataScienceT

[CVPR 2024] Diversity-aware Channel Pruning for StyleGAN Compression

🖥 Github: https://github.com/jiwoogit/dcp-gan

📕 Paper: https://arxiv.org/pdf/2403.13548v1.pdf

⭐️ Tasks: https://paperswithcode.com/task/image-generation

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

✅ Telegram: https://news.1rj.ru/str/DataScienceT

📃Machine Learning Empowering Drug Discovery: Applications, Opportunities and Challenges

📘 Journal: Molecules (I.F.= 4.6)
🗓 Publish year: 2024

🧑‍💻Authors: by Xin Qi,Yuanchun Zhao,Zhuang Qi,Siyu Hou,...
🏢University: Suzhou University of Science and Technology-Shandong University, China

📎 Study the paper

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📢 𝐕𝐨𝐢𝐜𝐞𝐂𝐫𝐚𝐟𝐭: Zero-Shot Speech Editing and Text-to-Speech in the Wild🪄

SotA for both speech editing and text-to-speech, superior to VALL-E, XTTS-v 2, etc.

VoiceCraft works with movies, videos, podcasts, and more.

🟢 Github
🟢 Paper
🟢 Project

✅ Telegram: https://news.1rj.ru/str/DataScienceT

🦕 DINO-based Video Tracking 🦖

😏 The Weizmann Institute announced the new SOTA in point-tracking via pre-trained DINO features. Source code announced (not yet released)💙

😏 Revie:w https://t.ly/_GIMT

🤨 Paper: https://lnkd.in/dsGVDcar

🤨 Project: dino-tracker.github.io/

✅ Telegram: https://news.1rj.ru/str/DataScienceT

⚡️ StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control

Interactively generate images from scratch with detailed area control using text.

🧠 Code : https://github.com/ironjr/StreamMultiDiffusion

🧠 Paper : https://arxiv.org/abs/2403.09055

✅ Telegram: https://news.1rj.ru/str/DataScienceT