Kion Fallah

4 papers · 2020–2026 · 4 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

CVPR (1) ECCV (1) ICML (1) NeurIPS (1)

Top co-authors

Raquel Urtasun (2) Dian Chen (2) Chris Zhang (2) Kelvin Wong (2) Ninghao Liu (1) Sergio Casas (1) Christopher J Rozell (1) Adam Willats (1) Scott Xu (1) Lunjun Zhang (1)

Research topics

Deep Learning (2) Architectures (2) Artificial Intelligence (1) Computer Vision (1) Machine Learning (1) Mathematics & Optimization (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Models (1) Optimization (1)

Keywords

unsupervised learning (1) dimensionality reduction (1) compressed sensing (1) variational inference (1) sparse coding (1) neural coding (1) sparse representation (1) attention mechanism (1) autonomous driving (1) geometric deep learning (1) gradient estimation (1) generative model (1) latent variable model (1) random projection (1) variational autoencoder (1) traffic simulation (1) equivariant transformer (1) agent modeling (1) compressed representation (1) local wiring constraint (1)

Papers

Efficient Equivariant Transformer for Self-Driving Agent Modeling CVPR 2026 Learning to Drive via Asymmetric Self-Play ECCV 2024 Variational Sparse Coding with Learned Thresholding ICML 2022 Learning sparse codes from compressed representations with biologically plausible local wiring constraints NeurIPS 2020