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Minjun Park

3 accepted papers

2026

SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection

ICML 2026poster

We introduce SeisMark, a large-scale open benchmark designed to bridge the gap between verifiable ground truth and realistic texture in 3D seismic fault detection. Using a novel pipeline merging procedural geology with diffusion-based synthesis, we produce domain-realistic (survey-specific) textured…

Cited by 0SourceScholar
2025

LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study

ACL 2025long

The remarkable reasoning and generalization capabilities of Large Language Models (LLMs) have paved the way for their expanding applications in embodied AI, robotics, and other real-world tasks. To effectively support these applications, grounding in spatial and temporal understanding in multimodal…

2025

Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion

CVPR 2025poster

Recent advancements in text-to-image models, such as Stable Diffusion, show significant demographic biases. Existing de-biasing techniques rely heavily on additional training, which imposes high computational costs and risks of compromising core image generation functionality. This hinders them from…

Cited by 3SourcePDFScholar