Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior. - Lee Hyoseok; Kyeong Seon Kim; Byung-Ki Kwon; Tae-Hyun Oh (AAAI, 2025)

JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers. - Byung-Ki Kwon; Qi Dai 001; Lee Hyoseok; Chong Luo 001; Tae-Hyun Oh (ICCV, 2025)

Measurement-Consistent Langevin Corrector: A Remedy for Latent Diffusion Inverse Solvers. - Lee Hyoseok; Sohwi Lim; Eunju Cha; Tae-Hyun Oh (CoRR, 2026)

ELITE: Efficient Gaussian Head Avatar from a Monocular Video via Learned Initialization and TEst-time Generative Adaptation. - Kim Youwang; Lee Hyoseok; Subin Park; Gerard Pons-Moll; Tae-Hyun Oh (CoRR, 2026)

CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space. - Sohwi Lim; Lee Hyoseok; Jungjoon Park; Tae-Hyun Oh (CoRR, 2026)

FPGS: Feed-Forward Semantic-aware Photorealistic Style Transfer of Large-Scale Gaussian Splatting. - GeonU Kim; Kim Youwang; Lee Hyoseok; Tae-Hyun Oh (Int. J. Comput. Vis., 2026)