Publications

2026

1. PGO-BEN: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning
   Samrat Mukherjee, Thiivyanth Venkateshwaran, Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhashis Chaudhuri, Biplab Banerjee
   Transactions of Machine Learning Research (TMLR) 2026.

2025

1. Impact of Visual Context on Noisy Multimodal NMT: An Empirical Study for English to Indian Languages
   Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee, Chandranath Adak, Asif Ekbal
   Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 2025.

2. Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation
   Tanuj Sur, Samrat Mukherjee, Kaizer Rahaman, Subhashis Chaudhuri, Muhammad Haris Khan, Biplab Banerjee
   The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025.

3. UIDAPLE: Unsupervised Incremental Domain Adaptation through Adaptive Prompt Learning
   Samrat Mukherjee, Tanuj Sur, Saurish Seksaria, Subhashis Chaudhuri, Gemma Roig, Biplab Banerjee
   International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2025.

4. Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages
   Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee, Aryan Sahoo, Saswati Dana, Palanivel Kodeswaran, Sayandeep Sen, Asif Ekbal and Dinesh Garg
   International Conference on Computational Linguistics (COLING) - Industry Track, 2025, Abu Dhabi, UAE.