no code implementations • 7 Feb 2024 • Jordan Juravsky, Bradley Brown, Ryan Ehrlich, Daniel Y. Fu, Christopher Ré, Azalia Mirhoseini
Decoding in this large-batch setting can be bottlenecked by the attention operation, which reads large key-value (KV) caches from memory and computes inefficient matrix-vector products for every sequence in the batch.
no code implementations • CVPR 2023 • Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
We first train a scene auto-encoder to express a set of image and pose pairs as a neural field, represented as density and feature voxel grids that can be projected to produce novel views of the scene.
1 code implementation • ICCV 2021 • Agastya Kalra, Guy Stoppi, Bradley Brown, Rishav Agarwal, Achuta Kadambi
Rotation augmentations generally improve a model's invariance/equivariance to rotation - except in object detection.
no code implementations • 22 May 2020 • David J. Skelton, Aoesha Alsobhe, Elisa Anastasi, Christian Atallah, Jasmine E. Bird, Bradley Brown, Dwayne Didon, Phoenix Gater, Katherine James, David D. Lennon Jr, James McLaughlin, Pollyanna E. J. Moreland, Matthew Pocock, Caroline J. Whitaker, Anil Wipat
Severe acute respiratory syndrome coronavirus two (SARS-CoV-2), the virus responsible for the coronavirus disease 2019 (COVID-19) pandemic, represents an unprecedented global health challenge.