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cs.CV2023
Phantom Embeddings: Using Embedding Space for Model Regularization in Deep Neural Networks
Mofassir ul Islam Arif, Mohsan Jameel, Josif Grabocka +1
The strength of machine learning models stems from their ability to learn complex function approximations from data; however, this strength also makes training deep neural networks…
cs.CV2023
Directly Optimizing IoU for Bounding Box Localization
Mofassir ul Islam Arif, Mohsan Jameel, Lars Schmidt-Thieme
Object detection has seen remarkable progress in recent years with the introduction of Convolutional Neural Networks (CNN). Object detection is a multi-task learning problem where…