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π Iβm currently working on generalization theory for deep learning
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β‘οΈ Iβm currently learning high-dimensional statistics
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π¬ Ask me about flat minima
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π¨βπ» Visit my website tyler-labonte.com
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π« Reach me at tlabonte@gatech.edu
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π¦ Follow me on twitter
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πΈ Fun fact: my favorite band is Talking Heads
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revisiting-finetuning
revisiting-finetuning PublicOfficial codebase for the NeurIPS 2024 paper: The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations. https://arxiv.org/abs/2407.13957
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last-layer-retraining
last-layer-retraining PublicOfficial codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.org/abs/2309.08534
Python 9
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weakly-supervised-DETR
weakly-supervised-DETR PublicOfficial codebase for the WACV 2023 paper: Scaling Novel Object Detection with Weakly Supervised Detection Transformers. https://arxiv.org/abs/2207.05205
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sandialabs/bcnn
sandialabs/bcnn Public3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793
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