Publications

CThoughtPathNet: Expert-Guided Vision–Language Reasoning for Few-Shot Cancer Subtyping in Whole-Slide Pathology

Dibaloke Chanda, Nasim Yahya Soltani, Masoud Ganji

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) JournalUnder review

Expert-guided vision–language reasoning for few-shot cancer subtyping in whole-slide pathology.

INVEX: Label-Free Pathology Foundation Model Ranking via Invariance and Expressiveness

Dibaloke Chanda, Praveen Madiraju

IEEE International Conference on Big Data (IEEE BigData) ConferenceAccepted

Ranking pathology foundation models without labels using invariance and expressiveness.

MOSAIC: Towards a Universal Latent Space for Computational Pathology Foundation Models

Dibaloke Chanda, Praveen Madiraju

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ConferenceAccepted

Exploring a universal latent space for computational pathology foundation models.

MERI-VL-MIL: Multi-Expert Reasoning-Informed Vision-Language Multi-Instance Learning for Few-Shot Cancer Subtyping

Dibaloke Chanda, Nasim Yahya Soltani, Masoud Ganji

Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Conference

Multi-expert reasoning-informed vision–language multi-instance learning for few-shot cancer subtyping.

A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models

Dibaloke Chanda, Milan Aryal, Masoud Ganji, Anil Parwani, Nasim Yahya Soltani

Journal of Pathology Informatics Journal

A survey of foundation models and vision-language models in computational pathology.

Explainability-Based Adversarial Attack on Graphs Through Edge Perturbation

Dibaloke Chanda, Saba Heidari Gheshlaghi, Nasim Yahya Soltani

Knowledge-Based Systems Journal

An explainability-based approach to adversarial attacks on graphs through edge perturbation.

A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid

Dibaloke Chanda, Nasim Yahya Soltani

IEEE Transactions on Power Systems Journal

Heterogeneous graph-based multi-task learning for diagnosing fault events in smart grids.

Automated Quality Inspection: An Embedded Machine Vision System for Process Optimization

KS Raja, AB Rashid, CMA Rahman, Dibaloke Chanda, N Ahmad

2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) Conference

April 25, 2024 · pp. 1–6 · IEEE

An embedded machine vision system using a portable Linux-based computer, a camera module, and machine learning to analyze images for automated quality inspection and process optimization.

Graph-Based Multi-Task Learning for Fault Detection in Smart Grid

Dibaloke Chanda, Nasim Yahya Soltani

IEEE International Workshop on Machine Learning for Signal Processing (MLSP) Conference

A graph-based multi-task learning approach to fault detection in smart grids.

DCENSnet: A new deep convolutional ensemble network for skin cancer classification

Dibaloke Chanda, Md Saif Hassan Onim, Hussain Nyeem, Tareque Bashar Ovi, Sauda Suara Naba

Biomedical Signal Processing and Control Journal

A deep convolutional ensemble network for skin cancer classification.

A Robust Webcam-Based Eye Gaze Estimation System for Human-Computer Interaction

Koushik Roy, Dibaloke Chanda

International Conference on Innovations in Science, Engineering and Technology (ICISET) Conference

A webcam-based system for eye-gaze estimation in human-computer interaction.

A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification

Tareque Bashar Ovi, Sauda Suara Naba, Dibaloke Chanda, Md. Saif Hassan Onim

IEEE TENSYMP Conference

An ensemble architecture that applies transfer learning to ECG signal classification.

Performance Analysis of LSTMs and FBProphet Models for Short Term Load Forecasting

Md. Arafat Alam, Sheikh Mehrab Hossain, Dibaloke Chanda, Md Ahsan Kabir

International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Conference

An analysis of LSTM and FBProphet models for short-term load forecasting.

Performance Analysis Through Image and Video Transmission for Alamouti Space Time Block Coding Over Rayleigh and Rician Fading Channel

Dibaloke Chanda, Muhaiminul Islam Akash

International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Conference

An analysis of image and video transmission using Alamouti space time block coding over Rayleigh and Rician fading channels.

A Study on the Performance Analysis of Hybrid Diversity Combining Techniques for Rayleigh and Rician Fading Channels under AWGN

Tasmiha Tahseen Faiza, Sharika Shirin Haq, Dibaloke Chanda, Md Abdul Halim

International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Conference

A study of hybrid diversity combining techniques for Rayleigh and Rician fading channels under additive white Gaussian noise.

Comparative Analysis of Hybrid Diversity Schemes under AWGN and Impulsive Noise Models for Rayleigh Fading Channels

Md Abdul Halim, Sharika Shirin Haq, Tasmiha Tahseen Faiza, Dibaloke Chanda

International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Conference

A comparison of hybrid diversity schemes for Rayleigh fading channels under AWGN and impulsive noise models.

Performance Analysis of Initialization Algorithms of Deep Neural Network Based Coordinated Beamforming System for mmWave

Dibaloke Chanda, AKM Nazrul Islam

International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Conference

An analysis of initialization algorithms for a deep neural network based coordinated beamforming system for millimeter-wave communications.