8000 tmlabonte (Tyler LaBonte) · GitHub
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Cooking up something new...
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Cooking up something new...
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tmlabonte/README.md

Hey, I'm Tyler! 👋

tmlabonte

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

  • ⚡️ I’m currently learning high-dimensional statistics

  • 💬 Ask me about flat minima

  • 👨‍💻 Visit my website tyler-labonte.com

  • 📫 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 5 3

  2. revisiting-finetuning revisiting-finetuning Public

    Official codebase for the NeurIPS 2024 paper: The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations. https://arxiv.org/abs/2407.13957

    Python 2 1

  3. 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

  4. 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 5

  5. 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 62 20

  6. 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 37 11

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