REPOSITORY OVERVIEW

Live repository statistics

★ 131Stars

⑂ 14Forks

◯ 0Open issues

◉ 131Watchers

README preview

Awesome Artificial Intelligence (AI) Research

A curated meta-list of AI research paper lists, surveys, benchmarks, model hubs, and learning resources. It prioritizes active, high-signal, or historically useful resources for researchers and beginners.

Foundation Models, LLMs, and Agents
Multimodal, Vision-Language, and Generative AI
Core Machine Learning Research
Domain Applications
Research Feeds, Benchmarks, and Model/Data Hubs

Foundation Models, LLMs, and Agents

Large Language Models

Awesome LLM - broad LLM papers, model lists, training, inference, evaluation, and tutorials.
Awesome LLM Reasoning - reasoning, chain-of-thought, o1/R1-style methods, and multimodal reasoning.
Awesome Reasoning Foundation Models - reasoning with language, vision, and multimodal foundation models.
Awesome LLM Evaluation Papers - evaluation methods, benchmarks, and survey papers.
Awesome Multilingual LLMs Papers - multilingual LLM data, training, evaluation, and applications.

Long-Context LLMs

Thus Spake Long-Context LLM - survey and paper list covering long-context architecture, infrastructure, training, inference, and evaluation.

Reasoning, Post-Training, and Synthetic Data

Awesome Inference-Time Scaling - inference/test-time compute, search, self-refinement, and verifier-guided reasoning papers.
Awesome Test-Time Scaling in LLMs - survey-oriented taxonomy and paper list for test-time scaling.
Awesome LLM Post-Training - reasoning LLM post-training, RL, distillation, alignment, and evaluation resources.
Awesome LLM Synthetic Data - synthetic data generation papers, tools, and guides for LLM training and post-training.

RAG, Search, and Knowledge-Intensive AI

Awesome RAG - retrieval-augmented generation papers, tutorials, tools, and workshops.
FlashRAG - research toolkit for efficient RAG pipelines, datasets, metrics, and reproducible experiments.
Awesome LLM KG - unifying LLMs and knowledge graphs.
Database Learning - database systems, data management, and ML-related database resources.

AI Agents

Awesome AI Agents - autonomous agent projects and resources.
Awesome AI Agent Papers - weekly updated 2026 agent research papers on memory, tools, evaluation, workflows, and security.
Awesome Code Agents - coding agents, software engineering agents, benchmarks, and research papers.
Awesome GUI Agent - papers and resources for multimodal GUI, browser, and computer-use agents.
Awesome Computer Use - computer-use GUI agent papers, projects, blogs, and benchmarks.
Awesome Data Agents - agents for data preparation, analysis, and data management.
Awesome Agents for Science - LLM agents for scientific research and development.
Awesome Edge AI for Multimodal Agents - efficient multimodal agents on mobile and edge devices.
Open Deep Research - open-source research agent implementation for iterative search, synthesis, and reporting.

Agent Protocols, Memory, and Tooling

Awesome MCP Servers - large curated list of Model Context Protocol servers for connecting agents to tools and data sources.
Awesome MCP Clients - MCP-capable clients and applications across desktop, IDE, CLI, and agent workflows.
MCP Agent - framework and patterns for building agents on top of Model Context Protocol.
Awesome Agent Memory - papers, systems, and benchmarks for long-term memory, context engineering, retrieval, and reasoning in agents.

Alignment, Safety, Security, and Trustworthiness

Awesome LLM Safety Papers - LLM safety, alignment, jailbreaks, privacy, and robustness papers.
Awesome AI Safety - AI quality, testing, robustness, fairness, and privacy.
Awesome AI Alignment - alignment research resources and reading paths.
Awesome AI Security - adversarial ML, LLM security, and broader AI security.
Machine Learning for Cyber Security - ML methods for cyber security.
Threat Detection and Hunting - practical security detection and hunting research resources.

Efficient LLMs and Systems

Awesome Efficient LLM - quantization, pruning, KV cache compression, MoE, serving, and efficient reasoning.
Awesome Resource-Efficient LLM Papers - resource-efficient LLM pre-training, fine-tuning, and inference.
Awesome LLMOps - production LLM lifecycle, evaluation, observability, deployment, and prompt management.
Model Inference Deployment - inference deployment frameworks across TensorRT, ONNX Runtime, OpenVINO, TVM, mobile runtimes, and edge accelerators.

Multimodal, Vision-Language, and Generative AI

Multimodal and Vision-Language Models

Awesome Multimodal Modeling - unified multimodal modeling across MLLMs, understanding, generation, and omni-modal agents.
Awesome Multimodal Large Language Models - current MLLM papers, benchmarks, datasets, and evaluation.
Awesome Large Multimodal Models - large multimodal models from input-output space perspectives.
Awesome Large Vision-Language Model - VLM papers, medical foundation models, benchmarks, and presentations.
Awesome Vision-Language Models for Vision Tasks - VLMs for classification, detection, segmentation, and other vision tasks.
Awesome Document Understanding - document AI, OCR, layout understanding, and document-oriented MLLM resources.
Awesome Multimodal ML - classic and modern multimodal machine learning resources.
MMLongBench - benchmark and evaluation code for long-context vision-language models.

Diffusion and Generative Models

Awesome Diffusion Models - diffusion and score-based generative model papers and resources.
Awesome Video World Models - video generation and interactive world-model papers with a state/dynamics taxonomy.
Awesome Video Diffusions - auto-updated video diffusion and video generation paper tracker.
Really Awesome GAN - GAN papers and resources.
Awesome Normalizing Flows - normalizing flow papers and implementations.

Computer Vision

Awesome Deep Vision - classic deep vision resources with high historical value.
Awesome Object Detection - object detection papers.
Deep Learning Object Detection - object detection paper list with many classic references.
3D Gaussian Splatting Papers - actively maintained 3D Gaussian Splatting paper tracker, including conference-specific lists.
Awesome Lane Detection - lane detection papers.
Awesome Visual Transformer - transformers for computer vision.
Awesome Point Cloud Analysis - 3D point cloud papers and datasets.
3D Point Cloud - point cloud deep learning resources.
Awesome Crowd Counting - crowd counting papers and datasets.
Awesome Face Recognition - face detection

ALGORITHMICALLY RELATED

Similar Open-Source Projects

Selected from shared topics, language and repository description—not editorial ratings.

jbogocz /

awesome-automated-ai

★ 4

A curated list of 250+ tools for Automated AI/ML - from hyperparameter optimization to autonomous AI agents.

Recently updatedActive repositoryHas homepage

TypeScriptNOASSERTION#ai-agents#artificial-intelligence#automated-machine-learning#automl

⑂ 0 forks◯ 0 issuesUpdated 1 day ago

Project homepage ↗

View details View on GitHub ↗

awesome-artificial-intelligence-research