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1. www.tonyduan.comTony Duan

   www.tonyduan.com

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   Mar 1, 2024 · Patents. Vision-based ML model for lane connectivity in autonomous or semi-autonomous driving. Patrick Cho, Ethan Knight, Tony Duan, Alex Xiao, Jason Lee. Tesla [Patent] [AI Day 2022] Vision-based ML model for aggregation of static objects and systems for autonomous driving. Micael Carvalho, John Emmons, Patrick Cho, Bradley Emi, Saachi Jain ...

   • Diffusion Models From Scratch

     Home. Diffusion Models From Scratch. December 2023. Here,...

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3. scholar.google.com › citations‪Tony Duan‬ - ‪Google Scholar‬

   scholar.google.com › citations

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   2020. Clinical Value of Predicting Individual Treatment Effects for Intensive Blood Pressure Therapy: A Machine Learning Experiment to Estimate Treatment Effects from Randomized …. T Duan, P Rajpurkar, D Laird, AY Ng, S Basu. Circulation: Cardiovascular Quality and Outcomes 12 (3), e005010. , 2019.

4. www.tonyduan.com › diffusionDiffusion Models From Scratch

   www.tonyduan.com › diffusion

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   Here, we'll cover the derivations from scratch to provide a rigorous understanding of the core ideas behind diffusion. What assumptions are we making? What properties arise as a result? A reference [codebase] is written from scratch, which provides minimalist re-production of the MNIST example below. It clocks in at under 500 lines of code.

5. github.com › tonyduan › transformer-blocksGitHub - tonyduan/transformer-blocks: Multi-Head Attention ...

   github.com › tonyduan › transformer-blocks

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   Multi-Head Attention, Transformer, Perceiver, Linear Attention. - tonyduan/transformer-blocks

6. www.linkedin.com › in › tduanTony Duan - Tesla | LinkedIn

   www.linkedin.com › in › tduan

   Experience: Tesla · Education: Stanford University · Location: United States · 500+ connections on LinkedIn. View Tony Duan’s profile on LinkedIn, a professional community of 1 billion members.

   • Connections: 500+
   • Works For: Tesla

   • Followers: 730

7. github.com › tonyduantonyduan (Tony Duan) · GitHub

   github.com › tonyduan

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8. arxiv.org › abs › 1910[1910.03225] NGBoost: Natural Gradient Boosting for ...

   arxiv.org › abs › 1910

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   Oct 8, 2019 · Authors: Tony Duan, Anand Avati, Daisy Yi Ding, Khanh K. Thai, Sanjay Basu, Andrew Y. Ng, Alejandro Schuler View a PDF of the paper titled NGBoost: Natural Gradient Boosting for Probabilistic Prediction, by Tony Duan and 6 other authors