Elvis Nunez

According to our database, Elvis Nunez authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Priming: Hybrid State Space Models From Pre-trained Transformers.

Aditya Chattopadhyay, Elvis Nunez, Prannay Kaul, Benjamin Bowman, Evan Becker, Luca Zancato, David Thomas, Wei Xia, Stefano Soatto

CoRR, May, 2026

Learning When to Attend: Conditional Memory Access for Long-Context LLMs.

Sakshi Choudhary, Aditya Chattopadhyay, Luca Zancato, Elvis Nunez, Matthew Trager, Wei Xia, Stefano Soatto

CoRR, March, 2026

2025

Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression.

Liangzu Peng, Aditya Chattopadhyay, Luca Zancato, Elvis Nunez, Wei Xia, Stefano Soatto

CoRR, November, 2025

Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models.

Elvis Nunez, Luca Zancato, Benjamin Bowman, Aditya Golatkar, Wei Xia, Stefano Soatto

Proceedings of the International Conference on Neuro-symbolic Systems, 2025

2024

Curricula-Driven Approaches for Efficient Model Training

Elvis Nunez

PhD thesis, 2024

2023

Diffusion Models as Masked Audio-Video Learners.

Elvis Nunez, Yanzi Jin, Mohammad Rastegari, Sachin Mehta, Maxwell Horton

CoRR, 2023

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

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

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment.

Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi

CoRR, 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

Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment.

Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Deep Learning of Warping Functions for Shape Analysis.

Elvis Nunez, Shantanu H. Joshi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020