Ahmed Abdelkader

4 papers · 2020–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICLR (2) CVPR (1) NeurIPS (1)

Top co-authors

Tom Goldstein (3) Chen Zhu (2) Aounon Kumar (1) Christoph Studor (1) Hanwen Jiang (1) Wen-Sheng Chu (1) Michael Curry (1) Yu Jiang (1) Qixing Huang (1) Brandon Feng (1)

Research topics

Deep Learning (3) Machine Learning (3) Computer Vision (2) Analysis (2) Core Methods (2) Learning Types · Machine Learning (2) Techniques (2) Artificial Intelligence (1) Core AI (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (1) learning theory (1) certified robustness (1) subspace learning (1) object detection (1) synthetic data generation (1) natural images (1) intrinsic dimension (1) randomized smoothing (1) adversarial defense (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) certified defense (1) threat model (1) adversarial patch (1) 3d foundation model (1) neural network (1) median smoothing (1) empirical defense (1) dimension estimation (1)

Papers

Mining Attribute Subspaces for Efficient Fine-tuning of 3D Foundation Models CVPR 2026 The Intrinsic Dimension of Images and Its Impact on Learning ICLR 2021 Certified Defenses for Adversarial Patches ICLR 2020 Detection as Regression: Certified Object Detection with Median Smoothing NeurIPS 2020