HalluShift: Measuring Distribution Shifts towards Hallucination Detection in Large Language Models
ACCEPTED
Authors: Sharanya Dasgupta, Sujoy Nath, Arkaprabha Basu, Pourya Shamsolmoali, Swagatam Das
Venue: IJCNN 2025
Ranking: B
"LLMs often suffer from the inherent limitation of hallucinations and generate incorrect information while maintaining well‑structured and coherent responses."
Information Preservation with Wasserstein Autoencoders: Generation Consistency and Adversarial Robustness
Authors: Anish Chakrabarty, Arkaprabha Basu, Swagatam Das
Venue: Statistics & Computing
Ranking:Q1
"We analyze the statistical properties of concurrent density estimation under the Wasserstein metric."
From Complexity to Clarity: Transforming Chest X‑ray Reports with Chained Prompting
Authors: Sujoy Nath, Arkaprabha Basu, Kushal Bose, Swagatam Das
Venue: AAAI 2025 Student Abstract
Ranking: A*
"We introduce a strategy called Chained Prompting for Improved Readability of Medical Reports (CPIR‑MR), which translates original medical findings into layperson‑friendly prose."
Improved Alzheimer’s Disease Detection with Dynamic Attention Guided Multi-modal Fusion
Authors: Arkaprabha Basu, Sourav Raha, Avisek Gupta, Swagatam Das
Venue: ICPR 2024
Ranking: B
"…dynamic attention modules adaptively weight multimodal features to enhance classification accuracy on Alzheimer's datasets."
Digital Restoration of Cultural Heritage With Data-Driven Computing: A Survey
Authors: Arkaprabha Basu, Sandip Paul, Sreeya Ghosh, Swagatam Das, Bhabatosh Chanda, Chakravarthy Bhagvati, Václav Snasel
Venue: IEEE Access 2023
Ranking: Q1 (Top 8%)
"We comprehensively survey data‑driven methods for cultural heritage restoration, including GAN‑based and super‑resolution pipelines."
Do Pre-processing and Class Imbalance Matter to the Deep Image Classifiers for COVID-19 Detection?
Authors: Arkaprabha Basu, Sourav Das, Sankha Mullick, Swagatam Das
Venue: IEEE TAI 2022
Ranking: Q1 (Top 20%)
"We evaluate the impact of various preprocessing and imbalance‑handling strategies on COVID‑19 image classifier performance."
On Regenerative and Discriminative Learning from Digital Heritages: A Fractal Dimension based Approach
Authors: Sreeya Ghosh, Arkaprabha Basu, Sandip Paul, Swagatam Das, Bhabatosh Chanda
Venue: ADCIS 2022
Ranking: Unranked
"Our fractal dimension approach captures complex patterns in heritage artefact textures for improved classification."
Face Mask Recognition using Advanced Face Cut Algorithm for COVID-19 Safety Measures
Authors: Arkaprabha Basu, Md Firoj Ali
Venue: ICCCNT 2021
Ranking: Unranked
"We propose an advanced face‑cut algorithm that improves mask detection accuracy in crowd surveillance scenarios."
