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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PG-RCNN: Semantic Surface Point Generation for 3D Object Detection (ICCV 2023)

🖥 Github: https://github.com/quotation2520/pg-rcnn

📕 Paper: https://arxiv.org/pdf/2307.12637v1.pdf

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

https://news.1rj.ru/str/DataScienceT
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🦩 OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

An open-source framework for training large multimodal models.

pip install open-flamingo

🖥 Github: https://github.com/mlfoundations/open_flamingo

📕 Paper: https://arxiv.org/abs/2308.01390

⭐️ Demo: https://huggingface.co/spaces/openflamingo/OpenFlamingo

☑️ Dataset: https://paperswithcode.com/dataset/flickr30k

https://news.1rj.ru/str/DataScienceT
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LISA: Reasoning Segmentation via Large Language Model

New segmentation task -- reasoning segmentation. The task is designed to output a segmentation mask given a complex and implicit query text.

🖥 Github: https://github.com/dvlab-research/lisa

📕 Paper: https://arxiv.org/abs/2308.00692v2

☑️ Dataset: https://github.com/dvlab-research/lisa#dataset

https://news.1rj.ru/str/DataScienceT
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Forwarded from Data Science Library
Machine Learning with Python Cookbook (2023)

This book is available now only in paid channel

Cost of Paid channel is 5$ for one time and forever

Channel link: https://news.1rj.ru/str/+LnCmAFJO3tNmYjUy

Paid channel contain important book and udemy and other courses as zip files

Welcome all
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Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection

🖥 Github: https://github.com/chrisisking/rule-by-example

📕 Paper: https://arxiv.org/pdf/2307.12935v1.pdf

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

https://news.1rj.ru/str/DataScienceT
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🌉Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution

Experiments demonstrate that our method achieves a PSNR of 30.72dB, outperforming state-of-the-art methods by 14
on GTA5 nighttime haze dataset.

🖥 Github: https://github.com/jinyeying/nighttime_dehaze/tree/main

📕 Paper: https://arxiv.org/abs/2308.01738v1

☑️ Dataset: https://www.dropbox.com/sh/7qzmb3y9akejape/AABYf2ZAqn_5vmPsOPg7KqoMa?dl=0

https://news.1rj.ru/str/DataScienceT
Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation

🖥 Github: https://github.com/bytedance/dq-det

📕 Paper: https://arxiv.org/pdf/2307.12239v1.pdf

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

https://news.1rj.ru/str/DataScienceT
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🚀 AgentBench: Evaluating LLMs as Agents.

AgentBench, a multi-dimensional evolving benchmark that currently consists of 8 distinct environments to assess LLM-as-Agent's reasoning and decision-making abilities in a multi-turn open-ended generation setting.

🖥 Github: https://github.com/thudm/agentbench

📕 Paper: https://arxiv.org/abs/2308.03688v1

☑️ Dataset: https://paperswithcode.com/dataset/alfworld

https://news.1rj.ru/str/DataScienceT
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EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms

🖥 Github: https://github.com/DSL-Lab/echoglad

📕 Paper: https://arxiv.org/pdf/2307.12229v1.pdf

https://news.1rj.ru/str/DataScienceT
Revisiting the Minimalist Approach to Offline Reinforcement Learning

🖥 Github: https://github.com/tinkoff-ai/rebrac

📕 Paper: https://arxiv.org/pdf/2305.09836v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/d4rl

https://news.1rj.ru/str/DataScienceT
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🔥Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Family of fine-tuned and merged LLMs that achieves the strongest performance and currently stands at first place in HuggingFace's

git clone https://github.com/lm-sys/FastChat.git
cd FastChat

🖥 Github: https://github.com/arielnlee/Platypus

💻 Project: https://platypus-llm.github.io/

📕 Paper: https://arxiv.org/abs/2308.07317v1

⭐️ Dataset: https://huggingface.co/datasets/garage-bAInd/Open-Platypus

https://news.1rj.ru/str/DataScienceT
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Forwarded from Machine Learning
Encyclopedia of Data Science and Machine Learning (2023)

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Contact @hussein_sheikho
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EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

EasyEdit, demonstrating that knowledge editing surpasses traditional fine-tuning in terms of reliability and generalization.

🖥 Github: https://github.com/zjunlp/easyedit

📕 Paper: https://arxiv.org/abs/2308.07269v1

⭐️ Demo: http://knowlm.zjukg.cn/demo_edit

🎓Online Tutorial: https://colab.research.google.com/drive/1zcj8YgeqttwkpfoHXz9O9_rWxFFufXSO?usp=sharing

☑️ Docs: https://zjunlp.gitbook.io/easyedit

🤓 Dataset: https://drive.google.com/file/d/1IVcf5ikpfKuuuYeedUGomH01i1zaWuI6/view?usp=sharing

https://news.1rj.ru/str/DataScienceT
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🧑‍💻DeciCoder: A new open-source LLM, specialized for generating code in Python, Java, and Javanoscript..

- parameters: 1 B
- dataset: 'The Stack' dataset
- supports: Python, Javanoscript, Java
- context: 2048 tokens

Model
Colab
Dataset

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