Amitangshu Mukherjee

According to our database, Amitangshu Mukherjee authored at least 8 papers between 2019 and 2026.

Collaborative distances:

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

2026

From Clutter to Clarity: Visual Recognition through Foveated Object-Centric Learning (FocL).

Amitangshu Mukherjee, Deepak Ravikumar, Kaushik Roy

Trans. Mach. Learn. Res., 2026

2025

On Inherent Adversarial Robustness of Active Vision Systems.

Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy

Trans. Mach. Learn. Res., 2025

2024

Toward Two-Stream Foveation-Based Active Vision Learning.

Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy

IEEE Trans. Cogn. Dev. Syst., October, 2024

Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift.

Amitangshu Mukherjee, Isha Garg, Kaushik Roy

IEEE Trans. Artif. Intell., February, 2024

Towards Two-Stream Foveation-based Active Vision Learning.

Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy

CoRR, 2024

2023

Exploring Foveation and Saccade for Improved Weakly-Supervised Localization.

Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy

Proceedings of the Gaze Meets Machine Learning Workshop, 2023

2019

Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers.

Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models.

Amitangshu Mukherjee, Ameya Joshi, Soumik Sarkar, Chinmay Hegde

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019