emalagoli92 Goto Github PK

I'm EMalagoli92. I'm a Deep Learning Engineer with passion for Computer Vision.
I love to implement new deep learning architectures, both in TensorFlow 2.X/Keras and PyTorch.

• Malagoli, Emanuele, Diego Pallara, and Sergio Polidoro. "Mean value formulas for classical solutions to uniformly parabolic equations in the divergence form with non-smooth coefficients." (2023).

Computer Vision

• GCViT-TensorFlow: TensorFlow 2.X reimplementation of Global Context Vision Transformers Transformers, Ali Hatamizadeh, Hongxu (Danny) Yin, Jan Kautz Pavlo Molchanov.
• CvT-TensorFlow: TensorFlow 2.X reimplementation of CvT: Introducing Convolutions to Vision Transformers, Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang.
• VAN-Classification-TensorFlow: TensorFlow 2.X reimplementation of Visual Attention Network, Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu.
• OD-Metrics: Python library for Object Detection metrics.

Adaptive Computation

• PonderNet-TensorFlow: TensorFlow 2.X reimplementaion of PonderNet: Learning to Ponder, Andrea Banino, Jan Balaguer, Charles Blundell.