6 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.CV2026★ 6 cited
Do Vision Models Encode Object-Level Semantic Relatedness? A Cognitive Psychology-Inspired Benchmark
Hansang Lee, Haeil Lee, Junmo Kim
Modern vision models have achieved strong object-recognition performance, yet it remains unclear whether their representations encode object-level semantic relatedness, the meaning…
cs.CV2026★ 2 cited
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis
Haeil Lee, Hansang Lee, Seoyeon Gye +1
Generative diffusion models have emerged as a powerful tool for high-quality image synthesis, yet their iterative nature demands significant computational resources. This paper pro…
cs.CV2025
DeFloMat: Detection with Flow Matching for Stable and Efficient Generative Object Localization
Hansang Lee, Chaelin Lee, Nieun Seo +2
We propose DeFloMat (Detection with Flow Matching), a novel generative object detection framework that addresses the critical latency bottleneck of diffusion-based detectors, such…