Amitangshu Mukherjee

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Clutter to Clarity: Visual Recognition through Foveated Object-Centric Learning (FocL).
Trans. Mach. Learn. Res.
Amitangshu Mukherjee, Deepak Ravikumar, Kaushik Roy
2025 J jnl
On Inherent Adversarial Robustness of Active Vision Systems.
Trans. Mach. Learn. Res.
Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy
2024 J jnl
Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift.
IEEE Trans. Artif. Intell.
Amitangshu Mukherjee, Isha Garg, Kaushik Roy
2024 J jnl
On Inherent Adversarial Robustness of Active Vision Systems.
CoRR
Amitangshu Mukherjee, Timur Ibrayev, Kaushik Roy
2024 J jnl
Toward Two-Stream Foveation-Based Active Vision Learning.
IEEE Trans. Cogn. Dev. Syst.
Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy
2024 J jnl
Towards Two-Stream Foveation-based Active Vision Learning.
CoRR
Timur Ibrayev, Amitangshu Mukherjee, Sai Aparna Aketi, Kaushik Roy
2023 — conf
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization.
Gaze Meets ML
Timur Ibrayev, Manish Nagaraj, Amitangshu Mukherjee, Kaushik Roy
2021 J jnl
Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift.
CoRR
Amitangshu Mukherjee, Isha Garg, Kaushik Roy
2019 — conf
Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models.
CVPR Workshops
Amitangshu Mukherjee, Ameya Joshi, Soumik Sarkar, Chinmay Hegde
2019 A* conf
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers.
ICCV
Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde
2019 J jnl
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers.
CoRR
Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde