Steve Cruz

6 papers · 2021–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

AAAI (2) CVPR (1) ECCV (1) ICCV (1) WACV (1)

Top co-authors

Terrance E. Boult (4) Ryan Rabinowitz (3) Chunchun Li (2) Manuel Günther (2) Przemyslaw Grabowicz (1) Ivaylo Boyadzhiev (1) Carl Vondrick (1) Terrance Boult (1) Mohsen M. Jafarzadeh (1) Akshay Dhamija (1)

Research topics

Machine Learning (5) Core Methods (4) Artificial Intelligence (2) Computer Vision (2) Analysis (2) Core AI (2) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Architectures (1) Learning Types (1) Techniques (1)

Keywords

open-set recognition (3) out-of-distribution detection (3) novelty detection (2) scene understanding (1) multivariate gaussian (1) adaptive learning (1) gaussian distribution (1) classifier calibration (1) agent system (1) unknown class detection (1) robust recognition (1) open-world recognition (1) z-score normalization (1) room layout (1) reliability assessment (1) floor plan (1) room layout estimation (1) feature attenuation (1) known-unknown separation (1) feature magnitude (1)

Papers

COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025 GHOST: Gaussian Hypothesis Open-Set Technique AAAI 2025 Operational Open-Set Recognition and PostMax Refinement ECCV 2024 Automatic Open-World Reliability Assessment WACV 2021 Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021 Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room Layouts CVPR 2021