Shilpak Banerjee

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 11

Top Topics

Feed Forward Neural Networks

Activation Function

Top Venues

Publications

Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
SAU: Smooth Activation Function Using Convolution with Approximate Identities. ECCV (21) (2022)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions. AAAI (2022)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
Smooth Maximum Unit: Smooth Activation Function for Deep Networks using Smoothing Maximum Technique. CVPR (2022)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
TanhSoft - Dynamic Trainable Activation Functions for Faster Learning and Better Performance. IEEE Access 9 (2021)
Koushik Biswas, Shilpak Banerjee, Ashish Kumar Pandey
Orthogonal-Padé Activation Functions: Trainable Activation functions for smooth and faster convergence in deep networks. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
SAU: Smooth activation function using convolution with approximate identities. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
ErfAct and PSerf: Non-monotonic smooth trainable Activation Functions. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
EIS - Efficient and Trainable Activation Functions for Better Accuracy and Performance. ICANN (2) (2021)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
SMU: smooth activation function for deep networks using smoothing maximum technique. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
EIS - a family of activation functions combining Exponential, ISRU, and Softplus. CoRR (2020)
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
TanhSoft - a family of activation functions combining Tanh and Softplus. CoRR (2020)