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@locuslab

CMU Locus Lab

Zico Kolter's Research Group

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  1. convex_adversarial convex_adversarial Public

    A method for training neural networks that are provably robust to adversarial attacks.

    Python 383 83

  2. TCN TCN Public

    Sequence modeling benchmarks and temporal convolutional networks

    Python 4.3k 886

  3. SATNet SATNet Public

    Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

    Python 409 52

  4. deq deq Public

    [NeurIPS'19] Deep Equilibrium Models

    Python 740 81

  5. smoothing smoothing Public

    Provable adversarial robustness at ImageNet scale

    Python 383 75

  6. convmixer convmixer Public

    Implementation of ConvMixer for "Patches Are All You Need? 🤷"

    Python 1.1k 103

Repositories

Showing 10 of 68 repositories
  • llm-idiosyncrasies Public

    Code release for "Idiosyncrasies in Large Language Models"

    locuslab/llm-idiosyncrasies’s past year of commit activity
    Python 16 MIT 3 1 0 Updated Feb 18, 2025
  • tofu Public

    Landing Page for TOFU

    locuslab/tofu’s past year of commit activity
    Python 118 MIT 33 15 0 Updated Feb 13, 2025
  • locuslab/acr-memorization’s past year of commit activity
    Python 30 BSD-3-Clause 6 1 0 Updated Dec 19, 2024
  • locuslab/edge-of-stability’s past year of commit activity
    Python 65 20 1 0 Updated Dec 7, 2024
  • locuslab/context-parametric-inversion’s past year of commit activity
    4 0 0 0 Updated Nov 17, 2024
  • locuslab/llava-token-compression’s past year of commit activity
    Python 38 1 0 0 Updated Nov 8, 2024
  • ect Public

    Consistency Models Made Easy

    locuslab/ect’s past year of commit activity
    Python 264 11 7 0 Updated Oct 13, 2024
  • locuslab/diffusion-model-hallucination’s past year of commit activity
    Python 33 MIT 4 1 0 Updated Sep 5, 2024
  • qpth Public

    A fast and differentiable QP solver for PyTorch.

    locuslab/qpth’s past year of commit activity
    Python 698 Apache-2.0 104 13 0 Updated Sep 3, 2024
  • mpc.pytorch Public

    A fast and differentiable model predictive control (MPC) solver for PyTorch.

    locuslab/mpc.pytorch’s past year of commit activity
    Python 916 MIT 147 17 0 Updated Aug 27, 2024

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