Search Results for author: Robbie Meyer

Found 2 papers, 0 papers with code

A Fair Loss Function for Network Pruning

no code implementations18 Nov 2022 Robbie Meyer, Alexander Wong

Model pruning can enable the deployment of neural networks in environments with resource constraints.

Fairness Lesion Classification +2

MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy

no code implementations19 Oct 2022 Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Robbie Meyer, Maximilian Gilles, Alexander Wong

We also demonstrate that our MC score is a more reliability indicator for outputs during inference time compared to the model generated confidence scores that are often over-confident.

Ensemble Learning object-detection +1

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