Skip to content
@locuslab

CMU Locus Lab

Zico Kolter's Research Group

Pinned Loading

  1. convex_adversarial convex_adversarial Public

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

    Python 380 83

  2. TCN TCN Public

    Sequence modeling benchmarks and temporal convolutional networks

    Python 4.2k 883

  3. SATNet SATNet Public

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

    Python 408 52

  4. deq deq Public

    [NeurIPS'19] Deep Equilibrium Models

    Python 731 79

  5. smoothing smoothing Public

    Provable adversarial robustness at ImageNet scale

    Python 375 74

  6. convmixer convmixer Public

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

    Python 1.1k 102

Repositories

Showing 10 of 67 repositories
  • locuslab/edge-of-stability’s past year of commit activity
    Python 60 19 1 0 Updated Dec 7, 2024
  • locuslab/context-parametric-inversion’s past year of commit activity
    3 0 0 0 Updated Nov 17, 2024
  • locuslab/llava-token-compression’s past year of commit activity
    Python 36 1 3 0 Updated Nov 8, 2024
  • locuslab/acr-memorization’s past year of commit activity
    Python 27 BSD-3-Clause 5 2 0 Updated Oct 29, 2024
  • ect Public

    Consistency Models Made Easy

    locuslab/ect’s past year of commit activity
    Python 238 9 4 0 Updated Oct 13, 2024
  • locuslab/diffusion-model-hallucination’s past year of commit activity
    Python 27 MIT 2 0 0 Updated Sep 5, 2024
  • qpth Public

    A fast and differentiable QP solver for PyTorch.

    locuslab/qpth’s past year of commit activity
    Python 691 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 900 MIT 148 17 0 Updated Aug 27, 2024
  • wanda Public

    A simple and effective LLM pruning approach.

    locuslab/wanda’s past year of commit activity
    Python 685 MIT 93 38 1 Updated Aug 9, 2024
  • fast_adversarial Public

    [ICLR 2020] A repository for extremely fast adversarial training using FGSM

    locuslab/fast_adversarial’s past year of commit activity
    Python 438 91 2 2 Updated Jul 25, 2024