14 citations · 16 across the 8 of their papers we have counts for
4 papers · 1 filter
Cat: Post-Training Quantization Error Reduction via Cluster-based Affine Transformation
Ali Zoljodi, Radu Timofte, Masoud Daneshtalab
Post-Training Quantization (PTQ) reduces the memory footprint and computational overhead of deep neural networks by converting full-precision (FP) values into quantized and compres…
TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction
Ali Asghar Sharifi, Ali Zoljodi, Masoud Daneshtalab
Autonomous driving systems are a rapidly evolving technology that enables driverless car production. Trajectory prediction is a critical component of autonomous driving systems, en…
Contrastive Learning for Lane Detection via cross-similarity
Ali Zoljodi, Sadegh Abadijou, Mina Alibeigi +1
Detecting lane markings in road scenes poses a challenge due to their intricate nature, which is susceptible to unfavorable conditions. While lane markings have strong shape priors…
DASS: Differentiable Architecture Search for Sparse neural networks
Hamid Mousavi, Mohammad Loni, Mina Alibeigi +1
The deployment of Deep Neural Networks (DNNs) on edge devices is hindered by the substantial gap between performance requirements and available processing power. While recent resea…