Parag Dutta

According to our database, Parag Dutta authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Integrating Fourier analysis and deep learning for robust detection of deep fake brain magnetic resonance images.

Vaishnavi Ravi, Yogesh K. Sahu, Prabhas Reddy Onteru, Parag Dutta, Dhanshree Warokar, Padma Murali, Rajesh Katta, Ambedkar Dukkipati, Phaneendra K. Yalavarthy

Pattern Recognit. Lett., 2026

2025

Emergent Natural Language with Communication Games for Improving Image Captioning Capabilities without Additional Data.

Parag Dutta, Ambedkar Dukkipati

CoRR, July, 2025

One Encoder to Rule Them All: Representation Learning for Model-Free Visual Reinforcement Learning Using Fourier Neural Operators.

Parag Dutta, Mohd Ayyoob, Shalabh Bhatnagar, Ambedkar Dukkipati

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Active Reinforcement Learning Strategies for Offline Policy Improvement.

Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta, Parag Dutta, Prabhas Reddy Onteru

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Causal Feature Alignment: Learning to Ignore Spurious Background Features.

Rahul Venkataramani, Parag Dutta, Vikram Melapudi, Ambedkar Dukkipati

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain.

Parag Dutta, Kawin Mayilvaghanan, Pratyaksha Sinha, Ambedkar Dukkipati

Proceedings of the Asian Conference on Machine Learning, 2023

2022

CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection.

Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation.

Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021