no code implementations • 5 Oct 2023 • Elvis Nunez, Yanzi Jin, Mohammad Rastegari, Sachin Mehta, Maxwell Horton
Over the past several years, the synchronization between audio and visual signals has been leveraged to learn richer audio-visual representations.
no code implementations • 8 Sep 2023 • Elvis Nunez, Thomas Merth, Anish Prabhu, Mehrdad Farajtabar, Mohammad Rastegari, Sachin Mehta, Maxwell Horton
Multi-scale resolution training has seen an increased adoption across multiple vision tasks, including classification and detection.
1 code implementation • 8 Oct 2021 • Elvis Nunez, Maxwell Horton, Anish Prabhu, Anurag Ranjan, Ali Farhadi, Mohammad Rastegari
Our models require no retraining, thus our subspace of models can be deployed entirely on-device to allow adaptive network compression at inference time.
no code implementations • 8 Aug 2021 • Andrew Lizarraga, David Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine Narr, Shantanu H. Joshi
We present a geometric framework for aligning white matter fiber tracts.
no code implementations • 27 Apr 2021 • Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi
We present SrvfNet, a generative deep learning framework for the joint multiple alignment of large collections of functional data comprising square-root velocity functions (SRVF) to their templates.