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Jumin Lee

3 accepted papers

2026

Visual-RRT: Finding Paths toward Visual-Goals via Differentiable Rendering

CVPR 2026

Rapidly-exploring random trees (RRTs) have been widely adopted for robot motion planning due to their robustness and theoretical guarantees. However, existing RRT-based planners require explicit goal configurations specified as numerical joint angles, while many practical applications provide goal s

Cited by 0SourceScholar
2024

Regularizing Dynamic Radiance Fields with Kinematic Fields

ECCV 2024poster

"This paper presents a novel approach for reconstructing dynamic radiance fields from monocular videos. We integrate kinematics with dynamic radiance fields, bridging the gap between the sparse nature of monocular videos and the real-world physics. Our method introduces the kinematic field, capturin…

Cited by 0SourcePDFScholar
2024

SemCity: Semantic Scene Generation with Triplane Diffusion

CVPR 2024poster

We present "SemCity" a 3D diffusion model for semantic scene generation in real-world outdoor environments. Most 3D diffusion models focus on generating a single object synthetic indoor scenes or synthetic outdoor scenes while the generation of real-world outdoor scenes is rarely addressed. In this…