Maxwell Horton

According to our database, Maxwell Horton authored at least 11 papers between 2018 and 2023.

Collaborative distances:

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

2023

CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement.

Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta

CoRR, 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

Bytes Are All You Need: Transformers Operating Directly On File Bytes.

Maxwell Horton, Sachin Mehta, Ali Farhadi, Mohammad Rastegari

CoRR, 2023

2022

Data-Constrained Model Compression

Maxwell Horton

PhD thesis, 2022

RangeAugment: Efficient Online Augmentation with Range Learning.

Sachin Mehta, Saeid Naderiparizi, Fartash Faghri, Maxwell Horton, Lailin Chen, Ali Farhadi, Oncel Tuzel, Mohammad Rastegari

CoRR, 2022

Layer-Wise Data-Free CNN Compression.

Maxwell Horton, Yanzi Jin, Ali Farhadi, Mohammad Rastegari

Proceedings of the 26th International Conference on Pattern Recognition, 2022

SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks.

Chien-Yu Lin, Anish Prabhu, Thomas Merth, Sachin Mehta, Anurag Ranjan, Maxwell Horton, Mohammad Rastegari

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Learning Neural Network Subspaces.

Mitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari

Proceedings of the 38th International Conference on Machine Learning, 2021

2018

Label Refinery: Improving ImageNet Classification through Label Progression.

Hessam Bagherinezhad, Maxwell Horton, Mohammad Rastegari, Ali Farhadi

CoRR, 2018