Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

no code implementations • 27 May 2024 • Juan C. Pérez, Alejandro Pardo, Mattia Soldan, Hani Itani, Juan Leon-Alcazar, Bernard Ghanem

These results suggest that CLMs can understand the semantics of compressed data when directly operating on the byte streams of files produced by CFFs.

Learning to Read Analog Gauges from Synthetic Data

no code implementations • 28 Aug 2023 • Juan Leon-Alcazar, Yazeed Alnumay, Cheng Zheng, Hassane Trigui, Sahejad Patel, Bernard Ghanem

We propose a two-stage CNN pipeline that identifies the key structural components of an analog gauge and outputs an angular reading.