Asif Khan

3 papers · 2022–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AISTATS (1) NeurIPS (1) UAI (1)

Top co-authors

Amos Storkey (1) Amos J. Storkey (1)

Research topics

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

Keywords

latent space (2) adversarial robustness (1) variational autoencoder (1) low-rank adaptation (1) deep generative model (1) total correlation (1) negative transfer (1) latent space geometry (1) mixup training (1) pullback metric (1) hamiltonian dynamics (1) content disentanglement (1) motion disentanglement (1) symplectic structure (1) phase space (1) latent operator (1) multi-task learning (1) predictive information (1)

Papers

Capacity and Redundancy Trade-offs in Multi-Task Learning UAI 2026 Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023 Hamiltonian Latent Operators for content and motion disentanglement in image sequences NeurIPS 2022