Shilpak Banerjee

Employment

• Indian Institute of Technology Tirupati Assistant Professor
  2022 - Present
• Indraprastha Institute of Information Technology Delhi Assistant Professor
  2018 - 2021
• Albert Einstein College of Medicine Data Science Research Fellow
  2017 - 2018

Education

• Pennsylvania State University PhD
  2011 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Slow entropy of some combinatorial constructions
  Nonlinearity 2023 DOI: 10.1088/1361-6544/acc920
  +Save
• Slow entropy for some Anosov-Katok diffeomorphisms
  Discrete and Continuous Dynamical Systems 2023 DOI: 10.3934/dcds.2022147
  +Save
• Real-analytic realization of Uniform Circular Systems and some applications
  Journal d'Analyse Mathématique 2022 DOI: 10.1007/s11854-022-0233-4
  +Save
• ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions
  Proceedings of the AAAI Conference on Artificial Intelligence 2022 DOI: 10.1609/aaai.v36i6.20557
  +Save
• Smooth Maximum Unit: Smooth Activation Function for Deep Networks using Smoothing Maximum Technique
  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 DOI: 10.1109/cvpr52688.2022.00087
  +Save
• SAU: Smooth Activation Function Using Convolution with Approximate Identities
  Lecture Notes in Computer Science 2022 DOI: 10.1007/978-3-031-19803-8_19
  +Save
• TanhSoft—Dynamic Trainable Activation Functions for Faster Learning and Better Performance
  IEEE Access 2021 DOI: 10.1109/access.2021.3105355
  +Save
• EIS - Efficient and Trainable Activation Functions for Better Accuracy and Performance
  Lecture Notes in Computer Science 2021 DOI: 10.1007/978-3-030-86340-1_21
  +Save
• Real-analytic AbC constructions on the torus
  Ergodic Theory and Dynamical Systems 2019 DOI: 10.1017/etds.2017.132
  +Save
• Revisiting the use of squared magnitude function for the optimal approximation of (1 + α)-order Butterworth filter
  AEU - International Journal of Electronics and Communications 2019 DOI: 10.1016/j.aeue.2019.152826
  +Save