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cs.CV2025
MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing
Changho Choi, Minho Kim, Jinkyu Kim
Despite decades of progress, a truly input-size agnostic visual encoder-a fundamental characteristic of human vision-has remained elusive. We address this limitation by proposing \…
cs.CV2025
B4DL: A Benchmark for 4D LiDAR LLM in Spatio-Temporal Understanding
Changho Choi, Youngwoo Shin, Gyojin Han +2
Understanding dynamic outdoor environments requires capturing complex object interactions and their evolution over time. LiDAR-based 4D point clouds provide precise spatial geometr…
cs.CV2024
LatentSwap: An Efficient Latent Code Mapping Framework for Face Swapping
Changho Choi, Minho Kim, Junhyeok Lee +3
We propose LatentSwap, a simple face swapping framework generating a face swap latent code of a given generator. Utilizing randomly sampled latent codes, our framework is light and…