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Aimon Rahman

4 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (2) CVPR (1) WACV (1)

Top co-authors

Vishal M. Patel (4) Ilker Hacihaliloglu (1) Malsha V. Perera (1) Kemar E. Green (1) Jeya Maria Jose Valanarasu (1)

Research topics

Deep Learning (4) Computer Vision (3) Models (3) Machine Learning (2) Generation (2) Learning Types (2) Artificial Intelligence (1) Healthcare & Medicine (1) Clinical (1) Core AI (1) Domain-Specific (1) Processing (1) Techniques (1)

Keywords

diffusion model (3) video generation (2) video synthesis (1) self-supervised learning (1) medical image segmentation (1) privacy-preserving learning (1) synthetic data generation (1) pretraining (1) masked autoencoder (1) training data (1) video diffusion model (1) stochastic sampling (1) ultrasound image (1) ambiguous segmentation (1) segmentation mask (1) sample replication (1) spatio-temporal relationship (1) confidence map (1) nystagmus detection (1) probabilistic modeling (1)

Papers

GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation MIDL 2026 Frame by Familiar Frame: Understanding Replication in Video Diffusion Models WACV 2025 UltraMAE: Multi-modal Masked Autoencoder for Ultrasound Pre-training MIDL 2024 Ambiguous Medical Image Segmentation Using Diffusion Models CVPR 2023