Algoverse students Zhumazhan Balapanov and Olivia Holmberg traveled to Vancouver on December 15th to present their research at the NeurIPS 2024 Compression Workshop. This presentation followed the team's earlier appearance at EMNLP in Miami, Florida.
Their work introduces QIANets, a novel approach leveraging quantum-inspired techniques to optimize convolutional neural networks. The research addresses the challenge of balancing low latency with high accuracy in CNN models to enable more practical real-world applications.
The paper is available at: https://arxiv.org/pdf/2410.10318 Project website: https://edwardmagongo.github.io/QIANets-Website/
