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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 25 6

  2. drstrategy drstrategy Public

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

    Python 9

  3. dreamweaver-release dreamweaver-release Public

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

    Python 8

  4. lddm lddm Public

    Official Code for Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall (ICLR2026)

    Python 4

  5. OCVT OCVT Public

    Official PyTorch implementation of "Generative Video Transformer: Can Objects be the Words?"

    2

  6. gpu_testing gpu_testing Public

    To find the failing GPUs in a server.

    Python 2

Repositories

Showing 10 of 14 repositories
  • 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 0 0 0 0 Updated Mar 11, 2026
  • lddm Public

    Official Code for Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall (ICLR2026)

    ahn-ml/lddm’s past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Feb 27, 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 1,235 0 0 Updated Sep 22, 2025
  • 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 25 6 0 0 Updated Aug 21, 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-2.0 286 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 8 MIT 0 0 0 Updated Jun 12, 2025
  • drstrategy Public

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

    ahn-ml/drstrategy’s past year of commit activity
    Python 9 0 0 0 Updated Nov 24, 2024
  • openreview-crawl-citation-stats Public
    ahn-ml/openreview-crawl-citation-stats’s past year of commit activity
    Python 0 0 0 0 Updated Nov 22, 2024
  • gpu_testing Public

    To find the failing GPUs in a server.

    ahn-ml/gpu_testing’s past year of commit activity
    Python 2 0 0 0 Updated Dec 13, 2022
  • crafter Public Forked from changchencc/crafter

    Benchmarking the Spectrum of Agent Capabilities

    ahn-ml/crafter’s past year of commit activity
    Python 0 MIT 88 0 0 Updated Mar 23, 2022
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