Mohammad Omama

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) ECCV (1) ICLR (1) ICML (1)

Top co-authors

Harsh Goel (3) Minkyu Choi (2) Sandeep Chinchali (2) Sandeep P. Chinchali (2) Sahil Shah (2) Behdad Chalaki (1) Po-han Li (1) Yunhao Yang (1) S P Sharan (1) Gabriele Berton (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Computer Vision (2) Machine Learning (2) Application Areas (2) Learning Types (2) Reinforcement Learning (1) Analysis (1) Architectures (1) Core Methods (1) Generation (1) Methods (1)

Keywords

temporal logic (2) image retrieval (1) embedding learning (1) knowledge distillation (1) feature matching (1) visual localization (1) formal verification (1) mutual information (1) foundation model (1) vision-language model (1) intrinsic reward (1) dynamics model (1) text-to-video generation (1) state machine (1) cosine similarity (1) role discovery (1) video evaluation (1) neuro-symbolic method (1) distribution constraint (1) nearest neighbor matching (1)

Papers

AsymLoc: Towards Asymmetric Feature Matching for Efficient Visual Localization CVPR 2026 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification CVPR 2025 R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning ICML 2025 Towards Neuro-Symbolic Video Understanding ECCV 2024