Aditya Bhattacharya

According to our database, Aditya Bhattacharya authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images.

Ardhendu Sekhar, Aditya Bhattacharya, Vinayak Goyal, Vrinda Goel, Aditya Bhangale, Ravi Kant Gupta, Amit Sethi

CoRR, 2024

"How Good Is Your Explanation?": Towards a Standardised Evaluation Approach for Diverse XAI Methods on Multiple Dimensions of Explainability.

Aditya Bhattacharya, Katrien Verbert

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Representation Debiasing of Generated Data Involving Domain Experts.

Aditya Bhattacharya, Simone Stumpf, Katrien Verbert

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

An Explanatory Model Steering System for Collaboration between Domain Experts and AI.

Aditya Bhattacharya, Simone Stumpf, Katrien Verbert

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

EXMOS: Explanatory Model Steering through Multifaceted Explanations and Data Configurations.

Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions.

Aditya Bhattacharya

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform.

Aditya Bhattacharya, Simone Stumpf, Lucija Gosak, Gregor Stiglic, Katrien Verbert

CoRR, 2023

Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations.

Aditya Bhattacharya, Jeroen Ooge, Gregor Stiglic, Katrien Verbert

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

2019

Active Learning with n-ary Queries for Image Recognition.

Aditya Bhattacharya, Shayok Chakraborty

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Tracing with Less Data: Active Learning for Classification-Based Traceability Link Recovery.

Chris Mills, Javier Escobar-Avila, Aditya Bhattacharya, Grigoriy Kondyukov, Shayok Chakraborty, Sonia Haiduc

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

2018

Real-time Simulink implementation of noise adaptive speech processing pipeline of cochlear implants.

Fatemeh Saki, Aditya Bhattacharya, Nasser Kehtarnavaz

Speech Commun., 2018

Deep Domain Adaptation to Predict Freezing of Gait in Patients with Parkinson's Disease.

Vishwas G. Torvi, Aditya Bhattacharya, Shayok Chakraborty

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017

Low-latency smartphone app for real-time noise reduction of noisy speech signals.

Aditya Bhattacharya, Abhishek Sehgal, Nasser Kehtarnavaz

Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017