2 papers
cs.LG2024
Applying Graph Explanation to Operator Fusion
Keith G. Mills, Muhammad Fetrat Qharabagh, Weichen Qiu +5
Layer fusion techniques are critical to improving the inference efficiency of deep neural networks (DNN) for deployment. Fusion aims to lower inference costs by reducing data trans…
cs.CV2024
LVLM-COUNT: Enhancing the Counting Ability of Large Vision-Language Models
Muhammad Fetrat Qharabagh, Mohammadreza Ghofrani, Kimon Fountoulakis
Counting is a fundamental operation for various real-world visual tasks, requiring both object recognition and robust counting capabilities. Despite their advanced visual perceptio…