Ashish Kumar Pandey

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 21

Top Topics

Faster Convergence

Multilayer Perceptron

Activation Function

Top Venues

Publications

Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Will a tropical cyclone make landfall? Neural Comput. Appl. 35 (8) (2023)
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)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Forecasting formation of a Tropical Cyclone Using Reanalysis Data. CoRR (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)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. AAAI (2021)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. ICANN (4) (2021)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. CoRR (2021)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Track Prediction of Tropical Cyclones Using Long Short-Term Memory Network. CCWC (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)
Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey
Intensity Prediction of Tropical Cyclones using Long Short-Term Memory Network. CoRR (2021)
Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey
Tropical cyclone intensity estimations over the Indian ocean using Machine Learning. 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)
Harpreet Singh, Ravneet Kaur, Abhilash Gangadharan, Ashish Kumar Pandey, Ashray Manur, Yao Sun, Satish Saluja, Shubham Gupta, Jonathan P. Palma, Praveen Kumar
Neo-Bedside Monitoring Device for Integrated Neonatal Intensive Care Unit (iNICU). IEEE Access 7 (2019)