Search Results for author: Aaron Adcock

Found 5 papers, 4 papers with code

A Systematic Study of Bias Amplification

no code implementations27 Jan 2022 Melissa Hall, Laurens van der Maaten, Laura Gustafson, Aaron Adcock

To enable this study, we design a simple image-classification problem in which we can tightly control (synthetic) biases.

Image Classification

PyTorchVideo: A Deep Learning Library for Video Understanding

1 code implementation18 Nov 2021 Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer

We introduce PyTorchVideo, an open-source deep-learning library that provides a rich set of modular, efficient, and reproducible components for a variety of video understanding tasks, including classification, detection, self-supervised learning, and low-level processing.

Self-Supervised Learning Video Understanding

Forward Prediction for Physical Reasoning

1 code implementation18 Jun 2020 Rohit Girdhar, Laura Gustafson, Aaron Adcock, Laurens van der Maaten

Physical reasoning requires forward prediction: the ability to forecast what will happen next given some initial world state.

Visual Reasoning

The Ring of Algebraic Functions on Persistence Bar Codes

2 code implementations2 Apr 2013 Aaron Adcock, Erik Carlsson, Gunnar Carlsson

We study the ring of algebraic functions on the space of persistence barcodes, with applications to pattern recognition.

Rings and Algebras 13Pxx, 68T10

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