Fahim Faisal Niloy

7 papers · 2023–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (2) WACV (2) EMNLP (1) MICCAI (1) NeurIPS (1)

Top co-authors

Sk Miraj Ahmed (5) Amit K. Roy-Chowdhury (4) Dripta S. Raychaudhuri (3) Samet Oymak (3) Basak Guler (2) Arindam Dutta (2) Xiangyu Chang (2) Amit Roy-Chowdhury (2) Sayak Nag (1) Udita Ghosh (1)

Research topics

Machine Learning (5) Learning Types (5) Application Areas (4) Artificial Intelligence (3) Core AI (2) Computer Vision (1) Analysis (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

domain adaptation (2) continual learning (2) catastrophic forgetting (1) few-shot learning (1) scene understanding (1) feature distribution (1) test-time adaptation (1) machine unlearning (1) model adaptation (1) model editing (1) gradient descent (1) kernel mean embedding (1) data privacy (1) model ensemble (1) embodied agent (1) parameter-efficient tuning (1) edge deployment (1) hallucination rate (1) domain shift (1) multi-source adaptation (1)

Papers

AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models EMNLP 2025 ODES: Online Domain Adaptation with Expert Guidance for Medical Image Segmentation MICCAI 2025 Towards Source-Free Machine Unlearning CVPR 2025 CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions NeurIPS 2024 Effective Restoration of Source Knowledge in Continual Test Time Adaptation WACV 2024 CFL-Net: Image Forgery Localization Using Contrastive Learning WACV 2023