3 papers
cs.LG2025
Strada-LLM: Graph LLM for traffic prediction
Seyed Mohamad Moghadas, Bruno Cornelis, Alexandre Alahi +1
Traffic forecasting is pivotal for intelligent transportation systems, where accurate and interpretable predictions can significantly enhance operational efficiency and safety. A k…
cs.CV2025
HybridTrack: A Hybrid Approach for Robust Multi-Object Tracking
Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis +1
The evolution of Advanced Driver Assistance Systems (ADAS) has increased the need for robust and generalizable algorithms for multi-object tracking. Traditional statistical model-b…
cs.AR2024
A Power-Efficient Hardware Implementation of L-Mul
Ruiqi Chen, Yangxintong Lyu, Han Bao +1
Multiplication is a core operation in modern neural network (NN) computations, contributing significantly to energy consumption. The linear-complexity multiplication (L-Mul) algori…