Search Results for author: Elvis Nunez

Found 5 papers, 1 papers with code

Diffusion Models as Masked Audio-Video Learners

no code implementations5 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.

Audio Classification Contrastive Learning

LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time

1 code implementation8 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.

Quantization

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment

no code implementations27 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.

Decoder

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