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@ahn-ml

Machine Learning and Mind Lab (MLML)

Our research aims to “develop machine learning algorithms for human-like general artificial intelligence” that can help us solve the hard problems of humanity

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  1. mctd mctd Public

    Official Code for "Monte Carlo Tree Diffusion for System 2 Planning" and "Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel and Sparse Planning"

    Python 30 8

  2. dreamweaver-release dreamweaver-release Public

    Official Code for "Dreamweaver: Learning Compositional World Models from Pixels"

    Python 11 2

  3. lddm lddm Public

    [ICLR2026] Official Code for Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall

    Python 10 1

  4. gram-release gram-release Public

    Official codebase for the paper: "Generative Recursive Reasoning"

    Python 10 2

  5. drstrategy drstrategy Public

    This is the official code for the paper "Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming" (ICML 2024).

    Python 8

  6. learning-to-theorize learning-to-theorize Public

    [ICML26 Oral] Official PyTorch codebase for the paper "Learning to Theorize"

    Python 8 1

Repositories

Showing 10 of 18 repositories
  • mctd Public

    Official Code for "Monte Carlo Tree Diffusion for System 2 Planning" and "Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel and Sparse Planning"

    ahn-ml/mctd's past year of commit activity
    Python 30 8 0 0 Updated Oct 23, 2026
  • gram-website Public

    Project page for "Generative Recursive Reasoning"

    ahn-ml/gram-website's past year of commit activity
    JavaScript 0 0 0 0 Updated Oct 15, 2026
  • gram-release Public

    Official codebase for the paper: "Generative Recursive Reasoning"

    ahn-ml/gram-release's past year of commit activity
    Python 10 MIT 2 1 0 Updated Oct 15, 2026
  • learning-to-theorize Public

    [ICML26 Oral] Official PyTorch codebase for the paper "Learning to Theorize"

    ahn-ml/learning-to-theorize's past year of commit activity
    Python 8 MIT 1 0 0 Updated Oct 15, 2026
  • lddm Public

    [ICLR2026] Official Code for Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall

    ahn-ml/lddm's past year of commit activity
    Python 10 Apache-2.0 1 0 0 Updated Aug 10, 2026
  • Understanding-LoRA-as-Knowledge-Memory Public

    ICML 2026

    ahn-ml/Understanding-LoRA-as-Knowledge-Memory's past year of commit activity
    Python 6 MIT 0 0 0 Updated May 20, 2026
  • IPR Public

    Official Code for "Inference-Time Scaling in Diffusion Models through Iterative Partial Refinement" (RSI Workshop @ ICLR26)

    ahn-ml/IPR's past year of commit activity
    Python 1 0 0 0 Updated Mar 12, 2026
  • vqgan Public Forked from CompVis/taming-transformers

    Taming Transformers for High-Resolution Image Synthesis

    ahn-ml/vqgan's past year of commit activity
    Jupyter Notebook 0 MIT 1,226 0 0 Updated Sep 22, 2025
  • ctm Public Forked from SakanaAI/continuous-thought-machines

    Continuous Thought Machines, because thought takes time and reasoning is a process.

    ahn-ml/ctm's past year of commit activity
    Python 0 Apache-2.0 319 0 0 Updated Jun 30, 2025
  • dreamweaver-release Public

    Official Code for "Dreamweaver: Learning Compositional World Models from Pixels"

    ahn-ml/dreamweaver-release's past year of commit activity
    Python 11 MIT 2 0 0 Updated Jun 12, 2025
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