Koushik Biswas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Tropical Cyclone

Faster Convergence

Activation Function

Top Venues

Publications

Ziliang Hong, Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazici, Temel Tirkes, Amir Borhani, Baris Turkbey, Alpay Medetalibeyoglu, Gorkem Durak, Ulas Bagci
Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques. CoRR (2024)
Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci
CT Liver Segmentation via PVT-based Encoding and Refined Decoding. CoRR (2024)
Md Shahin Ali, Md. Manjurul Ahsan, Lamia Tasnim, Sadia Afrin, Koushik Biswas, Md Maruf Hossain, Md Mahfuz Ahmed, Ronok Hashan, Md. Khairul Islam, Shivakumar Raman
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. CoRR (2024)
Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. CoRR (2024)
Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
DCT-Based Decorrelated Attention for Vision Transformers. CoRR (2024)
Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
PAM-UNet: Shifting Attention on Region of Interest in Medical Images. CoRR (2024)
Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas Bagci
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans. CoRR (2023)
Koushik Biswas, Meghana Karri, Ulas Bagci
A Non-monotonic Smooth Activation Function. CoRR (2023)
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)