https://github.com/dmitryryumin/icml-2025-papers
ICML 2025 Papers: Dive into cutting-edge research from the premier machine learning conference. Stay current with breakthroughs in deep learning, generative AI, optimization, reinforcement learning, and beyond. Code implementations included. ⭐ support the future of machine learning research!
https://github.com/dmitryryumin/icml-2025-papers
ai-research deep-learning diffusion-models generative-ai graph-learning icml icml-2025 machine-learning multimodal-ai optimization reinforcement-learning
Last synced: 3 months ago
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ICML 2025 Papers: Dive into cutting-edge research from the premier machine learning conference. Stay current with breakthroughs in deep learning, generative AI, optimization, reinforcement learning, and beyond. Code implementations included. ⭐ support the future of machine learning research!
- Host: GitHub
- URL: https://github.com/dmitryryumin/icml-2025-papers
- Owner: DmitryRyumin
- License: mit
- Created: 2025-07-15T12:15:20.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-07-15T20:41:48.000Z (3 months ago)
- Last Synced: 2025-07-16T04:03:02.662Z (3 months ago)
- Topics: ai-research, deep-learning, diffusion-models, generative-ai, graph-learning, icml, icml-2025, machine-learning, multimodal-ai, optimization, reinforcement-learning
- Homepage:
- Size: 706 KB
- Stars: 5
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
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Main
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ICML 2025 Papers: Explore a comprehensive collection of cutting-edge research papers presented at [*ICML 2025*](https://icml.cc/Conferences/2025), the premier conference in machine learning. Stay up to date with the latest breakthroughs in deep learning, generative models, optimization, AI theory, reinforcement learning, graph learning, causality, scalable machine learning systems, interpretability, fairness, and multimodal foundation models. Code implementations included. :star: the repository for advancing machine learning research and development!
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> [!TIP]
> Explore the [*ICML 2025 virtual paper browser*](https://icml.cc/virtual/2025/papers.html) with a comprehensive collection of accepted papers.
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Other collections of the best AI conferences
> [!important]
> Conference table will be up to date all the time.
Conference
Year
2023
2024
2025
Computer Vision (CV)
CVPR
ICCV
ECCV
WACV
:heavy_minus_sign:
FG
:heavy_minus_sign:
Speech/Signal Processing (SP/SigProc)
ICASSP
INTERSPEECH
ISMIR
:heavy_minus_sign:
:heavy_minus_sign:
Natural Language Processing (NLP)
EMNLP
Machine Learning (ML)
AAAI
:heavy_minus_sign:
ICLR
:heavy_minus_sign:
ICML
:heavy_minus_sign:
NeurIPS
:heavy_minus_sign:
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## Contributors
> [!NOTE]
> Contributions to improve the completeness of this list are greatly appreciated. If you come across any overlooked papers, please **feel free to [*create pull requests*](https://github.com/DmitryRyumin/ICML-2025-Papers/pulls), [*open issues*](https://github.com/DmitryRyumin/ICML-2025-Papers/issues) or contact me via [*email*](mailto:neweraairesearch@gmail.com)**. Your participation is crucial to making this repository even better.
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## Papers-2025 
Section
Papers
Main
Orals
Alignment and Agents
Positions: Better Ways to Do Machine Learning
Applications in Computer Vision
Learning Dynamics
Theory and Phenomenology
Diffusion Models
Positions: AI Regulation and Safety
Reinforcement Learning
Efficient ML
Optimal Transport
Reasoning
Representations
Data-Centric ML
3D Optimization
Causality and Domain Generalization
Positions: Generative AI Evaluation
Privacy and Uncertainty Quantification
Applications in Science and Language
Will soon be added
Algorithms
Safety and Security
Deep Learning Algorithms
Probablistic Models
Applications in Math and Physics
Learning Theory
Applications in Agents and Coding
Deep Learning Architectures
Evaluation
Social and Economic Perspectives
Posters
Session 1 East
Will soon be added
Session 1 West
Session 2 East
Session 2 West
Session 3 East
Session 3 West
Session 4 East
Session 4 West
Session 5 East
Session 5 West
Session 6 East
Session 6 West
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## Key Terms
> Will soon be added
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## Star History
