Koushik Biswas

53 papers A* 3A 2Misc 3Journal 32Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Text-Guided Convolutional Adapter for the Diffusion Model. CoRR Aryan Das, Koushik Biswas, Swalpa Kumar Roy, Badri Narayana Patro, Vinay Kumar Verma
2026	J	`jnl`	Uncertainty-Aware Vision-Language Segmentation for Medical Imaging. CoRR Aryan Das, Tanishq Rachamalla, Koushik Biswas, Swalpa Kumar Roy, Vinay Kumar Verma
2025	Misc	`conf`	Frequency-Based Federated Domain Generalization for Polyp Segmentation. ICASSP Hongyi Pan, Debesh Jha, Koushik Biswas, Ulas Bagci
2025	J	`jnl`	Hyperspectral Image Land Cover Captioning Dataset for Vision Language Models. CoRR Aryan Das, Tanishq Rachamalla, Pravendra Singh, Koushik Biswas, Vinay Kumar Verma, Swalpa Kumar Roy
2025	J	`jnl`	Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation? CoRR Abhishek Srivastava, Koushik Biswas, Gorkem Durak, Gulsah Ozden, Mustafa Adli, Ulas Bagci
2025	—	`conf`	Is Long Range Sequential Modeling Necessary for Colorectal Tumor Segmentation? ISBI Abhishek Srivastava, Koushik Biswas, Gorkem Durak, Gulsah Ozden, Mustafa Adli, Ulas Bagci
2025	Misc	`conf`	MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. ICASSP Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Vandan Gorade, Abhijit Das, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2025	A	`conf`	Optimizing Neural Network Effectiveness via Non-monotonicity Refinement. WACV Koushik Biswas, Amit Reza, Meghana Karri, Debesh Jha, Hongyi Pan, Nikhil Kumar Tomar, Aliza Subedi, Smriti Regmi, Ulas Bagci
2025	J	`jnl`	Predicting Risk of Pulmonary Fibrosis Formation in PASC Patients. CoRR Wanying Dou, Gorkem Durak, Koushik Biswas, Ziliang Hong, Andrea Mia Bejar, Elif Keles, Kaan Akin, Sukru Mehmet Erturk, Alpay Medetalibeyoglu, Marc Sala, Alexander Misharin, Hatice Savas, Mary Salvatore, Sachin Jambawalikar, Drew A. Torigian, Jayaram K. Udupa, Ulas Bagci
2025	Misc	`conf`	Transformer-Enhanced Iterative Feedback Mechanism For Polyp Segmentation. ICASSP Nikhil Kumar Tomar, Debesh Jha, Koushik Biswas, Ulas Bagci
2025	A	`conf`	Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation. WACV Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicolo Gennaro, Vedat Cicek, Gorkem Durak, Yuri S. Velichko, Ulas Bagci
2025	J	`jnl`	ViCxLSTM: An extended Long Short-term Memory vision transformer for complex remote sensing scene classification. Int. J. Appl. Earth Obs. Geoinformation Swalpa Kumar Roy, Ali Jamali, Koushik Biswas, Danfeng Hong, Pedram Ghamisi
2024	—	`conf`	A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation. MLMI@MICCAI (1) 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
2024	J	`jnl`	A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation. CoRR 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
2024	—	`conf`	Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis. MICCAI (9) 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
2024	—	`conf`	CT Liver Segmentation Via PVT-Based Encoding and Refined Decoding. ISBI Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2024	J	`jnl`	CT Liver Segmentation via PVT-based Encoding and Refined Decoding. CoRR Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2024	J	`jnl`	DCT-Based Decorrelated Attention for Vision Transformers. CoRR Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
2024	—	`conf`	Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques. EMBC Ziliang Hong, Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazici, Temel Tirkes, Amir Borhani, Baris Turkbey, Alpay Medetalibeyoglu, Gorkem Durak, Ulas Bagci
2024	J	`jnl`	Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques. CoRR Ziliang Hong, Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazici, Temel Tirkes, Amir Borhani, Baris Turkbey, Alpay Medetalibeyoglu, Gorkem Durak, Ulas Bagci
2024	J	`jnl`	Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. CoRR 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
2024	J	`jnl`	Forecasting Formation of a Tropical Cyclone Using Reanalysis Data. Adv. Artif. Intell. Mach. Learn. Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2024	J	`jnl`	MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. CoRR 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
2024	—	`conf`	PAM-UNet: Shifting Attention on Region of Interest in Medical Images. EMBC Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
2024	J	`jnl`	PAM-UNet: Shifting Attention on Region of Interest in Medical Images. CoRR Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci
2024	J	`jnl`	PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. CoRR 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
2024	—	`conf`	Practical and Ethical Considerations for Generative AI in Medical Imaging. FAIMI/EPIMI@MICCAI 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
2024	—	`conf`	ProFONet: Prototypical Feature Space Optimized Network for Few Shot Classification. ICPR (7) Abhijit Das, Vandan Gorade, Debesh Jha, Koushik Biswas, Pethuru Raj, Ulas Bagci
2024	—	`conf`	TransRUPNet for Improved Polyp Segmentation. EMBC Debesh Jha, Nikhil Kumar Tomar, Debayan Bhattacharya, Koushik Biswas, Ulas Bagci
2024	J	`jnl`	Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation. CoRR Nikhil Kumar Tomar, Debesh Jha, Koushik Biswas, Tyler M. Berzin, Rajesh Keswani, Michael B. Wallace, Ulas Bagci
2024	J	`jnl`	Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation. CoRR Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicolo Gennaro, Vedat Cicek, Gorkem Durak, Yuri S. Velichko, Ulas Bagci
2023	J	`jnl`	A Non-monotonic Smooth Activation Function. CoRR Koushik Biswas, Meghana Karri, Ulas Bagci
2023	J	`jnl`	Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans. CoRR Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
2023	J	`jnl`	Will a tropical cyclone make landfall? Neural Comput. Appl. Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2022	A*	`conf`	ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions. AAAI Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2022	J	`jnl`	Forecasting formation of a Tropical Cyclone Using Reanalysis Data. CoRR Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2022	—	`conf`	SAU: Smooth Activation Function Using Convolution with Approximate Identities. ECCV (21) Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2022	A*	`conf`	Smooth Maximum Unit: Smooth Activation Function for Deep Networks using Smoothing Maximum Technique. CVPR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	—	`conf`	EIS - Efficient and Trainable Activation Functions for Better Accuracy and Performance. ICANN (2) Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	J	`jnl`	ErfAct and PSerf: Non-monotonic smooth trainable Activation Functions. CoRR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	J	`jnl`	Intensity Prediction of Tropical Cyclones using Long Short-Term Memory Network. CoRR Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey
2021	J	`jnl`	Orthogonal-Padé Activation Functions: Trainable Activation functions for smooth and faster convergence in deep networks. CoRR Koushik Biswas, Shilpak Banerjee, Ashish Kumar Pandey
2021	—	`conf`	Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. ICANN (4) Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2021	J	`jnl`	Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data. CoRR Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2021	A*	`conf`	Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. AAAI Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2021	J	`jnl`	Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone. CoRR Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2021	J	`jnl`	SAU: Smooth activation function using convolution with approximate identities. CoRR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	J	`jnl`	SMU: smooth activation function for deep networks using smoothing maximum technique. CoRR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	J	`jnl`	TanhSoft - Dynamic Trainable Activation Functions for Faster Learning and Better Performance. IEEE Access Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2021	—	`conf`	Track Prediction of Tropical Cyclones Using Long Short-Term Memory Network. CCWC Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey
2021	J	`jnl`	Tropical cyclone intensity estimations over the Indian ocean using Machine Learning. CoRR Koushik Biswas, Sandeep Kumar, Ashish Kumar Pandey
2020	J	`jnl`	EIS - a family of activation functions combining Exponential, ISRU, and Softplus. CoRR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
2020	J	`jnl`	TanhSoft - a family of activation functions combining Tanh and Softplus. CoRR Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey