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ORCIDKoushik Biswas
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2020 – today
- 2024
[j3]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Forecasting Formation of a Tropical Cyclone Using Reanalysis Data. Adv. Artif. Intell. Mach. Learn. 4(3): 2718-2730 (2024)- [c11]Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
CT Liver Segmentation Via PVT-Based Encoding and Refined Decoding. ISBI 2024: 1-5 - [c10]Koushik Biswas
, Debesh Jha, Nikhil Kumar Tomar, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis. MICCAI (9) 2024: 65-74 - [c9]Debesh Jha, Ashish Rauniyar, Desta Haileselassie Hagos, Vanshali Sharma, Nikhil Kumar Tomar, Zheyuan Zhang, Ilkin Isler, Gorkem Durak, Michael B. Wallace, Cemal Yazici, Tyler M. Berzin, Koushik Biswas, Ulas Bagci:
Practical and Ethical Considerations for Generative AI in Medical Imaging. FAIMI/EPIMI@MICCAI 2024: 176-187 - [c8]Koushik Biswas, Ridam Pal, Shaswat Patel, Debesh Jha, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation. MLMI@MICCAI (1) 2024: 1-11 - [i22]Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
CT Liver Segmentation via PVT-based Encoding and Refined Decoding. CoRR abs/2401.09630 (2024) - [i21]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 abs/2404.17064 (2024) - [i20]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 abs/2405.01503 (2024) - [i19]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 abs/2405.06166 (2024) - [i18]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 abs/2405.13832 (2024) - [i17]Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci:
DCT-Based Decorrelated Attention for Vision Transformers. CoRR abs/2405.13901 (2024) - [i16]Koushik Biswas, Ridal Pal, Shaswat Patel, Debesh Jha, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation. CoRR abs/2408.05692 (2024) - [i15]Debesh Jha, Nikhil Kumar Tomar, Vanshali Sharma, Quoc-Huy Trinh, Koushik Biswas, Hongyi Pan, Ritika Kumari Jha, Gorkem Durak, Alexander Hann, Jonas Varkey, Hang Viet Dao, Long Van Dao, Binh Phuc Nguyen, Khanh Cong Pham, Quang Trung Tran, Nikolaos Papachrysos, Brandon Rieders, Peter Thelin Schmidt, Enrik Geissler, Tyler M. Berzin, Pål Halvorsen, Michael A. Riegler, Thomas de Lange, Ulas Bagci:
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. CoRR abs/2409.00045 (2024) - [i14]Nikhil Kumar Tomar, Debesh Jha, Koushik Biswas, Tyler M. Berzin, Rajesh Keswani, Michael B. Wallace, Ulas Bagci:
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation. CoRR abs/2409.05875 (2024) - 2023
- [j2]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Will a tropical cyclone make landfall? Neural Comput. Appl. 35(8): 5807-5818 (2023) - [i13]Koushik Biswas, Meghana Karri, Ulas Bagci:
A Non-monotonic Smooth Activation Function. CoRR abs/2310.10126 (2023) - [i12]Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans. CoRR abs/2312.11480 (2023) - 2022
- [c7]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions. AAAI 2022: 6097-6105 - [c6]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
Smooth Maximum Unit: Smooth Activation Function for Deep Networks using Smoothing Maximum Technique. CVPR 2022: 784-793 - [c5]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
SAU: Smooth Activation Function Using Convolution with Approximate Identities. ECCV (21) 2022: 313-329 - [i11]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Forecasting formation of a Tropical Cyclone Using Reanalysis Data. CoRR abs/2212.06149 (2022) - 2021
- [j1]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
TanhSoft - Dynamic Trainable Activation Functions for Faster Learning and Better Performance. IEEE Access 9: 120613-120623 (2021) - [c4]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. AAAI 2021: 14831-14839 - [c3]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Track Prediction of Tropical Cyclones Using Long Short-Term Memory Network. CCWC 2021: 251-257 - [c2]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
EIS - Efficient and Trainable Activation Functions for Better Accuracy and Performance. ICANN (2) 2021: 260-272 - [c1]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. ICANN (4) 2021: 372-383 - [i10]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. CoRR abs/2103.16108 (2021) - [i9]Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey:
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. CoRR abs/2103.16180 (2021) - [i8]Koushik Biswas, Shilpak Banerjee, Ashish Kumar Pandey:
Orthogonal-Padé Activation Functions: Trainable Activation functions for smooth and faster convergence in deep networks. CoRR abs/2106.09693 (2021) - [i7]Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey:
Intensity Prediction of Tropical Cyclones using Long Short-Term Memory Network. CoRR abs/2107.03187 (2021) - [i6]Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey:
Tropical cyclone intensity estimations over the Indian ocean using Machine Learning. CoRR abs/2107.05573 (2021) - [i5]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
ErfAct and PSerf: Non-monotonic smooth trainable Activation Functions. CoRR abs/2109.04386 (2021) - [i4]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
SAU: Smooth activation function using convolution with approximate identities. CoRR abs/2109.13210 (2021) - [i3]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
SMU: smooth activation function for deep networks using smoothing maximum technique. CoRR abs/2111.04682 (2021) - 2020
- [i2]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
TanhSoft - a family of activation functions combining Tanh and Softplus. CoRR abs/2009.03863 (2020) - [i1]Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey:
EIS - a family of activation functions combining Exponential, ISRU, and Softplus. CoRR abs/2009.13501 (2020)
Coauthor Index
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