Deep Learning Model Tuning

Title: Deep Learning Model Tuning Project Description: I need someone to join me and help me complete my academic research. The research topic is Cross-architecture Knowledge Distillation between a teacher Vision Transformer and a student Conv. Net. It does not need to be too advanced, just the basic functionality to work and I'll be happy. I have already trained the teacher and student models and I have written the code for the knowledge distillation framework. I just need help in making sure it's correct. I have written the code in Tensorflow but I wont mind switching to Pytorch. I am very much open to suggestions and I need your opinion. Please find attached the research paper I am trying to implement. Also, here is the research author's source code: [login to view URL] Skills and Experience Required: - Some expertise in deep learning models and algorithms - Proficiency in working with image data - Experience in model tuning and optimization techniques - Knowledge of Vision transformers and Convolutional Neural Networks - Familiarity with frameworks such as TensorFlow or PyTorch - Ability to diagnose and address performance issues - Understanding of techniques to improve model accuracy, such as data augmentation or transfer learning - Strong problem-solving and analytical skills - Excellent communication and collaboration abilities