Moin Nabi

Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection

2018

Most of the crowd abnormal event detection methods rely on complex hand-crafted features to represent the crowd motion and appearance. Convolutional Neural Networks (CNN) have shown to be a powerful instrument with excellent representational capacities, …

Multimodal Autoregressive Pre-training of Large Vision Encoders

2024 · arXiv (Cornell University)

We introduce a novel method for pre-training of large-scale vision encoders. Building on recent advancements in autoregressive pre-training of vision models, we extend this framework to a multimodal setting, i.e., images and text. In this …