Deep Learning of Warping Functions for Shape Analysis. - Elvis Nunez; Shantanu H. Joshi (CVPR Workshops, 2020)

Global Diffeomorphic Phase Alignment of Time-Series from Resting-State fMRI Data. - David S. Lee; Ashish Sahib; Katherine L. Narr; Elvis Nunez; Shantanu H. Joshi (MICCAI (7), 2020)

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment. - Elvis Nunez; Andrew Lizarraga; Shantanu H. Joshi (CVPR Workshops, 2021)

Alignment of Tractography Streamlines Using Deformation Transfer via Parallel Transport. - Andrew Lizarraga; David S. Lee; Antoni Kubicki; Ashish Sahib; Elvis Nunez; Katherine L. Narr; Shantanu H. Joshi (CDMRI@MICCAI, 2021)

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment. - Elvis Nunez; Andrew Lizarraga; Shantanu H. Joshi (CoRR, 2021)

LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time. - Elvis Nunez; Maxwell Horton; Anish Prabhu; Anurag Ranjan; Ali Farhadi; Mohammad Rastegari (CoRR, 2021)

On the Efficacy of Multi-scale Data Samplers for Vision Applications. - Elvis Nunez; Thomas Merth; Anish Prabhu; Mehrdad Farajtabar; Mohammad Rastegari; Sachin Mehta; Maxwell Horton (CoRR, 2023)

Diffusion Models as Masked Audio-Video Learners. - Elvis Nunez; Yanzi Jin; Mohammad Rastegari; Sachin Mehta; Maxwell Horton (CoRR, 2023)

Curricula-Driven Approaches for Efficient Model Training - Elvis Nunez (2024)

Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models. - Elvis Nunez; Luca Zancato; Benjamin Bowman; Aditya Golatkar; Wei Xia; Stefano Soatto (NeuS, 2025)