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  • University of Illinois Urbana-Champaign Champaign, IL ‧ Public ‧ 4-year
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This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation.

Python 3 Updated Jan 22, 2025

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 98,732 16,055 Updated Jan 22, 2025

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Python 29,128 2,760 Updated Jan 22, 2025

A curated list of reinforcement learning with human feedback resources (continually updated)

3,631 223 Updated Dec 5, 2024

A framework for the evaluation of autoregressive code generation language models.

Python 872 225 Updated Oct 31, 2024

The PYthoN General UnIt Test geNerator is a test-generation tool for Python

Python 1,254 79 Updated Jan 7, 2025

👨‍💻 An awesome and curated list of best code-LLM for research.

1,096 63 Updated Dec 10, 2024

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓

2,301 129 Updated Jan 22, 2025

A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights i…

1,130 57 Updated Jan 19, 2025

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

697 47 Updated Jun 18, 2024

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

1,100 72 Updated Jan 22, 2025

Reading list for research topics in multimodal machine learning

6,215 861 Updated Aug 20, 2024

✨✨Latest Advances on Multimodal Large Language Models

13,618 871 Updated Jan 17, 2025

A curated list of awesome adversarial machine learning resources

1,824 286 Updated Nov 26, 2020

📁 #AISecurity

1,390 184 Updated Sep 2, 2022

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

1,986 132 Updated Oct 5, 2023

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

7,116 423 Updated Jul 28, 2024

Must-read Papers on LLM Agents.

2,051 115 Updated Nov 12, 2024

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

831 45 Updated Apr 24, 2024

联邦学习

1,049 193 Updated Mar 14, 2023

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Python 13,668 3,827 Updated Jan 18, 2025

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

1,732 301 Updated Aug 25, 2023

Book about interpretable machine learning

Jupyter Notebook 4,831 1,064 Updated Jan 22, 2025

A collection of research papers and software related to explainability in graph machine learning.

1,954 130 Updated Apr 4, 2022

A collection of research materials on explainable AI/ML

Markdown 1,444 199 Updated Oct 29, 2024

A curated list of trustworthy deep learning papers. Daily updating...

351 35 Updated Jan 10, 2025

GitHub Repo associated with the O'Reilly book "Practicing Trustworthy Machine Learning"

Jupyter Notebook 24 10 Updated Jul 8, 2023
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