Brent A. Griffin

4 papers · 2019–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

CVPR (2) ECCV (1) WACV (1)

Top co-authors

Jason J. Corso (4) Jacob Marks (1)

Research topics

Computer Vision (2) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Robotics (1) Analysis (1) Application Areas (1) Applications (1) Core Methods (1) Domain-Specific (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

representation learning (1) zero-shot learning (1) semi-supervised learning (1) object detection (1) coreset selection (1) depth estimation (1) deep learning (1) frame selection (1) recurrent neural network (1) foundation model (1) camera motion (1) data efficiency (1) bounding box (1) monocular vision (1) subspace sampling (1) monocular depth (1) video object segmentation (1) semi-supervised video object segmentation (1) performance-based loss (1) guidance frame selection (1)

Papers

Zero-Shot Coreset Selection via Iterative Subspace Sampling WACV 2026 Depth From Camera Motion and Object Detection CVPR 2021 Learning Object Depth from Camera Motion and Video Object Segmentation ECCV 2020 BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames CVPR 2019