| 2026 | ICPR | QSFL: A Quasi-Sequential Federated Learning Framework with Performance-Aware Aggregation. | Utathya Aich, Soham Neogi, Antariksh Sengupta, Hrishikesh Bhanja, Vyacheslav Gulvanskii, Dmitrii I. Kaplun, Ram Sarkar |
| 2025 | CBMS | Fusion of Vision and Text Features for Breast Cancer Classification Using a Few-Shot Approach. | Saptarshi Pani, Gouranga Maity, Irina I. Shpakovskaya, Dmitrii I. Kaplun, Ram Sarkar |
| 2025 | EANN | EEG-Based Hybrid Emotion Recognition Model with Statistical-Wavelet Features and Modality-Agnostic Loss. | Asfak Ali, Jotiraditya Banerjee, Debam Saha, Akash Dutta, Friedhelm Schwenker, Ram Sarkar |
| 2025 | ICANN | DFU-Net: A Diffusion-Based Fourier Neural Operator-Aided U-Net Model for Medical Image Segmentation in Edge Devices. | Sanchita Das, Asfak Ali, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar |
| 2025 | ICONIP | CTFP: Contrastive Time-Frequency Pretraining Based Representation Learning of Physiological Signals for Emotion Recognition. | Asfak Ali, Annada Dash, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar |
| 2025 | MICCAI | Background-Invariant Independence-Guided Multi-head Attention Network for Skin Lesion Classification. | Debasmit Roy, Srinjoy Dutta, Soham Bose, Friedhelm Schwenker, Ram Sarkar |
| 2025 | VISIGRAPP | DeepSpace: Navigating the Frontier of Deepfake Identification Using Attention-Driven Xception and a Task-Specific Subspace. | Ayush Roy, Sk Mohiuddin, Maxim V. Minenko, Dmitrii I. Kaplun, Ram Sarkar |
| 2024 | CBMS | FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. | Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco Javier Alvarez Padilla, Ram Sarkar |
| 2024 | ICIP | Cell Cycle State Prediction Using Graph Neural Networks. | Sayan Acharya, Aditya Ganguly, Ram Sarkar, Abin Jose |
| 2024 | ICPR | ICPR 2024 Competition on VISual Tracking in Adverse Conditions (VISTAC). | Asfak Ali, Arya Pandit, Shirshendu Mandal, Srinjan Bhattacharjee, Sauptik Maiti, Suvojit Acharjee, Ram Sarkar, Sheli Sinha Chaudhuri, Sos S. Agaian, Khalifa Djemal |
| 2024 | ICPR | EDB-Net: An Edge-Guided Dual-Branch Neural Network for Skin Cancer Classification. | Amartya Ray, Soumyajit Gayen, Dmitrii I. Kaplun, Ram Sarkar |
| 2022 | MICCAI | Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI. | Hritam Basak, Sagnik Ghosal, Ram Sarkar |
| 2020 | ICPR | Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention. | Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar |
| 2020 | ICPR | Handwritten Digit String Recognition using Deep Autoencoder based Segmentation and ResNet based Recognition Approach. | Anuran Chakraborty, Rajonya De, Samir Malakar, Friedhelm Schwenker, Ram Sarkar |
| 2019 | ICANN | Filter Method Ensemble with Neural Networks. | Anuran Chakraborty, Rajonya De, Agneet Chatterjee, Friedhelm Schwenker, Ram Sarkar |
| 2015 | ICDAR | Word-level script identification for handwritten Indic scripts. | Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri, David S. Doermann |