Research and Development

Outside our core consulting practice, our R&D activities continue to advance the theory and practice of machine intelligence.

Commercial Patents

Method and System for Short to Long-Term Flood Forecasting

U.S. Patent No. 11,754,750

Long-Tailed Continual Learning For Visual Food Recognition

Submitted to IEEE Transactions on Multimedia

An Improved Upper Bound on the Rate-Distortion Function of Images

Proceedings of the 30th IEEE International
Conference on Image Processing (2023)

An Improved Encoder-Decoder Framework for Food Energy Estimation

Proceedings of the 8th IEEE Workshop on
Multimedia Assisted Dietary Management (2023)

QARV: Quantization-Aware ResNet VAE for Lossy Image Compression

IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)