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Cooking up something new...
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tmlabonte/README.md

Hey, I'm Tyler! πŸ‘‹

tmlabonte

  • πŸ”­ I’m currently working on generalization theory for deep learning

  • ⚑️ I’m currently learning high-dimensional statistics

  • πŸ’¬ Ask me about flat minima

  • πŸ‘¨β€πŸ’» Visit my website tyler-labonte.com

  • πŸ“« Reach me at tlabonte@gatech.edu

  • 🐦 Follow me on twitter

  • 🎸 Fun fact: my favorite band is Talking Heads

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  1. milkshake milkshake Public template

    Quick and extendable experimentation with classification models. My core repository for empirical ML research.

    Python 4 2

  2. last-layer-retraining last-layer-retraining Public

    Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.org/abs/2309.08534

    Python 9

  3. weakly-supervised-DETR weakly-supervised-DETR Public

    Official codebase for the WACV 2023 paper: Scaling Novel Object Detection with Weakly Supervised Detection Transformers. https://arxiv.org/abs/2207.05205

    Python 10 6

  4. sandialabs/bcnn sandialabs/bcnn Public

    3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793

    Python 59 19

  5. tendies tendies Public

    TensorFlow Distributed Image Serving - A lightweight, RESTful remote inference library for decoupling deep learning development and deployment. Example usage cases with CycleGAN and Faster R-CNN. I…

    Python 36 11

  6. polly polly Public

    Implementation of Kwek & Pitt (1998) polynomial time randomized algorithm for PAC-learning polytopes. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.30.7509

    Python 1