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@locuslab

CMU Locus Lab

Zico Kolter's Research Group

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  1. convex_adversarial Public

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

    Python 391 84

  2. TCN Public

    Sequence modeling benchmarks and temporal convolutional networks

    Python 4.4k 898

  3. SATNet Public

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

    Python 418 53

  4. deq Public

    [NeurIPS'19] Deep Equilibrium Models

    Python 756 83

  5. smoothing Public

    Provable adversarial robustness at ImageNet scale

    Python 394 82

  6. convmixer Public

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

    Python 1.1k 102

Repositories

Showing 10 of 71 repositories