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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 [email protected]

  • 🐦 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 paper: The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations

    Python 1 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 6

  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 19

  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