1 code implementation • 17 Nov 2023 • William Howard-Snyder, Will Dumm, Mary Barker, Ognian Milanov, Claris Winston, David H. Rich, Frederick A Matsen IV
Why do phylogenetic algorithms fail when they return incorrect answers?
1 code implementation • 11 Oct 2023 • Will Dumm, Mary Barker, William Howard-Snyder, William S. DeWitt, Frederick A. Matsen IV
In many situations, it would be useful to know not just the best phylogenetic tree for a given data set, but the collection of high-quality trees.
4 code implementations • 26 May 2022 • Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, KaiFeng Chen, Sham Kakade, Prateek Jain, Ali Farhadi
The flexibility within the learned Matryoshka Representations offer: (a) up to 14x smaller embedding size for ImageNet-1K classification at the same level of accuracy; (b) up to 14x real-world speed-ups for large-scale retrieval on ImageNet-1K and 4K; and (c) up to 2% accuracy improvements for long-tail few-shot classification, all while being as robust as the original representations.
Ranked #25 on Image Classification on ObjectNet (using extra training data)