On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines
Paper • 2405.20459 • Published
Selim Kuzucu
selimkuzucu
·
AI & ML interests
Computer Vision, Robustness, Reliability, Foundation Models
Recent Activity
authored a paper about 19 hours ago
On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines authored a paper about 19 hours ago
Class Uncertainty: A Measure to Mitigate Class Imbalance authored a paper about 19 hours ago
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge FeaturesOrganizations
authored 7
papers about 19 hours ago
Class Uncertainty: A Measure to Mitigate Class Imbalance
Paper • 2311.14090 • Published
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features
Paper • 2211.12482 • Published
PARCEL: Pool-Anchored Resampling with Conditioned Elastic Queries for Efficient Vision-Language Understanding
Paper • 2605.30126 • Published • 6
Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs
Paper • 2507.00754 • Published
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection
Paper • 2309.14976 • Published
Uncertainty-based Fairness Measures
Paper • 2312.11299 • Published